ai-feynman.ipynb

{"cells":[{"cell_type":"code","execution_count":null,"metadata":{"_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","trusted":true},"outputs":[],"source":["!git clone https://github.com/maonilino/AI-Feynman.git\n","!pip install -r AI-Feynman/requirements.txt\n","!apt install gfortran -y"]},{"cell_type":"code","execution_count":4,"metadata":{"_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","execution":{"iopub.execute_input":"2022-12-13T12:38:28.735295Z","iopub.status.busy":"2022-12-13T12:38:28.734525Z","iopub.status.idle":"2022-12-13T12:38:28.741942Z","shell.execute_reply":"2022-12-13T12:38:28.740952Z","shell.execute_reply.started":"2022-12-13T12:38:28.735254Z"},"trusted":true},"outputs":[{"name":"stdout","output_type":"stream","text":["/kaggle/working/AI-Feynman\n"]}],"source":["import os\n","os.chdir(\"AI-Feynman/\")\n","print(os.getcwd())"]},{"cell_type":"code","execution_count":null,"metadata":{"_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","trusted":true},"outputs":[],"source":["!python3 setup.py develop"]},{"cell_type":"code","execution_count":null,"metadata":{"trusted":true},"outputs":[],"source":["import aifeynman\n","\n","aifeynman.run_aifeynman(\"./example_data/\", \"example1.txt\", 60, \"14ops.txt\", polyfit_deg=3, NN_epochs=100)"]},{"cell_type":"code","execution_count":2,"metadata":{"execution":{"iopub.execute_input":"2022-12-13T15:25:38.582602Z","iopub.status.busy":"2022-12-13T15:25:38.582222Z","iopub.status.idle":"2022-12-13T15:25:38.750743Z","shell.execute_reply":"2022-12-13T15:25:38.749665Z","shell.execute_reply.started":"2022-12-13T15:25:38.582569Z"},"trusted":true},"outputs":[],"source":["\n","import os\n","import random\n","\n","def getY(x01,x02,x03,x04,x05,x06,x07,x08,x09,x10):\n","  y = 2.5 * ((x01+x02+x03+x04+x05+x06+x07+x08+x09+x10)/10)\n","  return y\n","\n","def getRow():\n","  [x0,x1,x2,x3,x4,x5,x6,x7,x8,x9]=[random.uniform(10,30) for x in range(10)]\n","  y=getY(x0,x1,x2,x3,x4,x5,x6,x7,x8,x9)\n","  return str(x0)+\" \"+str(x1)+\" \"+str(x2)+\" \"+str(x3)+\" \"+str(x4)+\" \"+str(x5)+\" \"+str(x6)+\" \"+str(x7)+\" \"+str(x8)+\" \"+str(x9)+\" \"+str(y)+\"\\n\"\n","\n","with open(\"F1.txt\", \"w\") as f:\n","  for _ in range(10000):\n","    f.write(getRow())\n","f.close()"]},{"cell_type":"code","execution_count":5,"metadata":{"execution":{"iopub.execute_input":"2022-12-13T15:41:25.366685Z","iopub.status.busy":"2022-12-13T15:41:25.365870Z"},"trusted":true},"outputs":[{"name":"stdout","output_type":"stream","text":["Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve ./F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     31.283042273099     46.897272368484                      P               1             0.0000        250264.3382             4.5621            15.0414             1.6505          8000.0000\n","     31.239670794988     45.631251585824                     aR              57             5.8329        249923.1992             4.3962            14.6185             1.6200          3549.8948\n","     31.233171092124     45.602849317493                     cR              59             5.8826        249871.2514             4.4014            14.8942             1.6483          3700.7458\n","     31.230033960045     45.564805467783                     fR              62             5.9542        249846.2259             4.3979            14.6344             1.6581          3908.7742\n","     31.213725503515     43.649144111974                    aP/             475             8.8918        249718.6958             4.3373            15.4213             1.6319          1784.8400\n","     31.189634282405     43.661724782542                    hP/             482             8.9129        249525.9871             4.3187            16.6995             1.6777          1875.1017\n","     31.189634282405     43.661724782542                   hP\\*            2946            11.5245        249528.5988             4.3187            16.6995             1.6777          2881.8054\n","     31.189634282405     40.520132041530                  PhP/+           26654            14.7021        249531.7763             4.3187            16.6995             1.6777          3649.6399\n","     31.189614253007     43.777628144883                  hP\\S*           59486            15.8603        249532.7743             4.3164            16.6530             1.6769          2653.4207\n","     31.160258393659     40.722964879310                  baR*R          102083            16.6394        249298.7065             4.1636            13.8767             1.6198          2776.3213\n","     31.137508660043     40.750848816641                  caR*R          102084            16.6394        249116.7087             4.1523            13.9615             1.6531          2776.3723\n","     31.128518806223     40.767620603767                  hgR*R          102155            16.6404        249044.7908             4.1332            15.6879             1.6409          2780.0029\n","     31.127571158949     40.772952797914                  ihR*R          102167            16.6406        249037.2098             4.1428            14.6959             1.6660          2780.6160\n","     31.121231800054     37.229945775626                  hd+P/          138301            17.0775        248986.9319             4.0803            14.3719             1.6540          2940.9944\n","     31.108276041355     37.321034198381                  hf+P/          138323            17.0777        248883.2860             4.0874            15.4137             1.6511          2941.7708\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve ./F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   64.666441696060843        6.4666444767552012E-002\n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     31.283042273099     15.927865014537                      P               1             0.0000        250264.3382             4.5621            15.0414             1.6505          8000.0000\n","     31.282388332169    -15.927990582168                     P~              34             5.0875        250264.1941             4.5621            15.0418             1.6561          1103.9412\n","     31.282388332169    -73.404700944725                    P\\<             727             9.5058        250268.6125             4.5621            15.0418             1.6561           845.6286\n","     31.223870757931    -53.008359324054                    a\\<             728             9.5078        249800.4739             4.3685            14.6938             1.6419           855.4561\n","     31.221395640511    -52.915752630018                    g\\<             734             9.5196        249780.6848             4.3740            15.0340             1.6518           913.8583\n","     31.164289381598     13.632454175388                   ba+L            9243            13.1741        249327.4892             4.1818            14.1939             1.6381           630.5759\n","     31.144304708091     13.647976082598                   ca+L            9244            13.1743        249167.6120             4.1840            14.7199             1.6533           631.3731\n","     31.133477645130     13.650743764624                   fb+L            9258            13.1765        249080.9976             4.1853            15.1818             1.6903           641.6729\n","     31.129632315941     13.646932851415                   hf+L            9304            13.1836        249050.2422             4.1483            15.6490             1.6555           674.6972\n","     31.121042724224     13.551269456533                  hf>+L          113639            16.7941        248985.1359             4.1289            15.5593             1.6638           492.2733\n","     31.102151500681     10.733469322352                  ca+L>          146975            17.1652        248834.3772             4.0989            13.7950             1.6776           524.0634\n","     31.100294620736     10.723136445281                  hf+L>          147035            17.1658        248819.5228             4.0673            15.0631             1.6661           527.0876\n","     31.100044008695     10.730521931387                  hg+L>          147046            17.1659        248817.5180             4.0811            14.8004             1.6674           527.6466\n","     31.098793853943     20.614961279079                  hg*LR          164591            17.3285        248807.6794             4.0815            14.9614             1.6690           578.2336\n","     31.098419316396     28.238460952803                  hg*LL          177659            17.4388        248804.7933             4.0808            14.9858             1.6622           624.9308\n","     31.027769099434     12.262404683138                 cba++L          905106            19.7877        248241.9405             3.8573            13.0615             1.6679           494.3677\n","     31.018238190173     12.258436699101                 hca++L          905122            19.7878        248165.6933             3.8219            13.5277             1.6494           494.5004\n","     31.002673763220     12.248279450716                 hfd++L          905518            19.7884        248041.1785             3.8081            12.6382             1.6858           497.7129\n","     31.002673763220     12.248279450716                 dhf++L          905778            19.7888        248041.1789             3.8081            12.6382             1.6858           499.8184\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 35.64 0\n","46.51 35.49 0.250230986485242*x6\n","52.15 31.29 50.0379159450531\n","52.15 31.29 50.0390243530273\n","52.5 31.28 15.927865014537*pi\n","52.5 31.28 -15.927990582168*(-pi)\n","59.33 31.1 28.2254199981689*log(log(x6*x7))\n","59.33 31.1 28.238460952803*log(log((x7*x6)))\n","65.63 31.0 12.248279450716*log((x7+(x5+x3)))\n","73.02 0.0 0.25*x0 + 0.25*x1 + 0.25*x2 + 0.25*x3 + 0.25*x4 + 0.25*x5 + 0.25*x6 + 0.25*x7 + 0.25*x8 + 0.25*x9\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_squared/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     37.925671016504    666.000000000000                      P               1             0.0000        303405.3681           457.7053          1677.8607             1.6679          8000.0000\n","     37.921211639125    666.000000000000                      a               2             1.0000        303370.6931           455.9010          1671.4424             1.6629          8000.0000\n","     37.916828887855    666.000000000000                      c               4             2.0000        303336.6311           455.9444          1674.9236             1.6804          8000.0000\n","     37.915105000966    666.000000000000                      g               8             3.0000        303323.8400           455.9577          1671.1711             1.6880          8000.0000\n","     37.912283899044    666.000000000000                    ca+             125             6.9658        303305.2370           454.1532          1668.9345             1.6744          7360.1362\n","     37.911987313978    666.000000000000                    dc+             148             7.2095        303303.1080           454.2047          1666.1437             1.6751          7459.5742\n","     37.911287399066    666.000000000000                    gc+             151             7.2384        303297.5376           454.1596          1667.5845             1.6755          7470.3110\n","     37.906591036912    666.000000000000                    gg+             195             7.6073        303260.3356           454.2847          1664.6534             1.6978          7589.8306\n","     37.903864348742    666.000000000000                    fP*             238             7.8948        303238.8096           452.3640          1649.1595             1.6829          7663.9370\n","     37.871511401726    666.000000000000                    aa*             244             7.9307        302980.0220           441.9673          1719.0547             1.6579          7672.2007\n","     37.790491660899    666.000000000000                    ba*             245             7.9366        302331.8699           413.1717          1552.4004             1.6209          7673.5386\n","     37.759398338745    666.000000000000                    ca*             246             7.9425        302083.1292           411.8605          1505.2109             1.6836          7674.8657\n","     37.750718871862    666.000000000000                    hg*             317             8.3083        302014.0593           411.3528          1731.3836             1.6836          7747.6875\n","     37.750387949386    666.000000000000                    ih*             329             8.3619        302011.4655           410.9564          1682.8050             1.6827          7756.8906\n","     37.741053992714    666.000000000000                   hg>*            2660            11.3772        301939.8092           410.9105          1738.5375             1.7044          7227.2856\n","     37.739026783442    666.000000000000                  ahg*+           24840            14.6004        301926.8146           409.2977          1723.9291             1.6962          6866.4746\n","     37.736568145698    666.000000000000                  hgP+*           27982            14.7722        301907.3174           410.2014          1752.9895             1.7004          6993.7544\n","     37.716880992463    666.000000000000                  cba+*           28043            14.7754        301749.8233           397.5756          1437.8997             1.6553          6995.7310\n","     37.704066454997    666.000000000000                  hba+*           28048            14.7756        301647.3072           394.9670          1775.9939             1.6759          6995.9097\n","     37.702139705801    666.000000000000                  jda+*           28072            14.7768        301631.8945           395.5181          1502.2707             1.6637          6996.7681\n","     37.697963815982    666.000000000000                  jfa+*           28094            14.7780        301598.4885           395.9492          1478.3615             1.6737          6997.5537\n","     37.697097403124    666.000000000000                  bga+*           28097            14.7781        301591.5574           398.7020          1564.6250             1.7018          6997.6611\n","     37.693693589005    666.000000000000                  gha+*           28113            14.7789        301564.3277           394.7776          1637.2426             1.6643          6998.2314\n","     37.687792206522    666.000000000000                  jfc+*           28336            14.7903        301517.1280           397.8087          1525.6040             1.7151          7004.5933\n","     37.681564534094    666.000000000000                  ghc+*           28355            14.7913        301467.3076           395.3918          1631.7083             1.6908          7005.2603\n","     37.673706305282    666.000000000000                  hgf+*           28708            14.8092        301404.4596           394.3578          1739.6738             1.6991          7016.0542\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_squared/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   4181.7486816300361        4.1817488802524405     \n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     37.925671016504    666.000000000000                      P               1             0.0000        303405.3681           457.7053          1677.8607             1.6679          8000.0000\n","     37.925022772847   -666.000000000000                     P~              34             5.0875        303405.2696           457.7035          1677.8212             1.6733          1710.0588\n","     37.907915196319    666.000000000000                     aL              90             6.4919        303269.8134           449.8089          1873.3947             1.6367          2131.9888\n","     37.896449940177    666.000000000000                     dL              93             6.5392        303178.1387           449.8312          1810.6535             1.6964          2321.2795\n","     37.890917707659    666.000000000000                     iL              98             6.6147        303133.9564           451.0129          1906.9539             1.6632          2611.0103\n","     37.886601613201    666.000000000000                     jL              99             6.6294        303099.4423           450.1267          1690.6210             1.6722          2665.4443\n","     37.867883976762    635.073973913922                    aL>             673             9.3945        302952.4663           437.2167          1755.5618             1.6380          2213.7117\n","     37.861531222372    634.016304089475                    eL>             677             9.4030        302901.6528           439.0797          1559.8345             1.6721          2247.8997\n","     37.849382455404    634.267044838535                    hL>             680             9.4094        302804.4690           435.3255          1899.2122             1.6633          2273.2764\n","     37.846975834419    666.000000000000                    hRR            1043            10.0265        302785.8332           434.3869          1890.3409             1.6565          2387.0354\n","     37.781002261370    398.232235403365                   ba+R            7791            12.9276        302260.9457           414.0220          1523.9027             1.6632          1480.6395\n","     37.766261925679    399.795085185220                   ca+R            7792            12.9278        302143.0232           413.4036          1484.8204             1.6688          1481.4763\n","     37.764920296826    398.082336698259                   hd+R            7830            12.9348        302132.2972           410.0511          1625.9675             1.6555          1512.1145\n","     37.753790840007    399.167399221298                   hf+R            7852            12.9388        302043.2656           410.8582          1549.0988             1.6696          1529.2983\n","     37.747488864107    425.847090441277                   ca*L            9365            13.1931        301993.1040           410.6080          1482.8751             1.6985          1556.3779\n","     37.740794483112    424.976628537921                   hg*L            9436            13.2040        301939.5598           409.5446          1705.9259             1.6875          1604.8622\n","     37.740402385951    421.059562066661                  hg>*L          114739            16.8080        301940.0271           409.8594          1711.8720             1.6907          1063.3741\n","     37.738987617806    344.918927126979                  ca+R>          145523            17.1509        301929.0518           409.9490          1482.0748             1.7094          1070.2935\n","     37.738825661861    344.209944813665                  hf+R>          145583            17.1515        301927.7568           407.7284          1564.2447             1.6972          1073.1494\n","     37.736535664590    344.490702761956                  hg+R>          145594            17.1516        301909.4369           408.5629          1698.2589             1.6895          1073.6729\n","     37.734465922615    666.000000000000                  hg+L<          151402            17.2080        301892.9354           409.0709          1685.5947             1.7002          1107.3649\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 35.64 0\n","45.93 35.62 0.671428865474101\n","46.51 35.49 0.250230986485242*x6\n","52.15 31.29 50.0379159450531\n","52.15 31.29 50.0390243530273\n","52.5 31.28 15.927865014537*pi\n","52.5 31.28 -15.927990582168*(-pi)\n","59.33 31.1 28.2254199981689*log(log(x6*x7))\n","59.33 31.1 28.238460952803*log(log((x7*x6)))\n","65.63 31.0 12.248279450716*log((x7+(x5+x3)))\n","73.02 0.0 0.25*x0 + 0.25*x1 + 0.25*x2 + 0.25*x3 + 0.25*x4 + 0.25*x5 + 0.25*x6 + 0.25*x7 + 0.25*x8 + 0.25*x9\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_atan/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     20.000017183731     -1.590778220428                      P               1             0.0000        160000.1375             0.0019             0.0086             1.6392          8000.0000\n","     20.000017183730      2.550814520585                     PC              78             6.2854        160006.4229             0.0019             0.0086             1.6392           835.1539\n","     20.000017183729     -8.318790429798                    PP*             232             7.8580        160007.9955             0.0019             0.0086             1.6392           424.5905\n","     19.984345463591      0.552432454451                    a\\C            1223            10.2562        159885.0199             0.0019             0.0083             1.6531           667.0458\n","     19.983694966278      0.552418347411                    h\\C            1230            10.2644        159879.8242             0.0019             0.0079             1.6379           708.7781\n","     19.975630716523      0.552416169062                    i\\C            1231            10.2656        159815.3113             0.0019             0.0093             1.6510           714.7010\n","     19.975630716523      1.552416169062                   i\\C<           16081            13.9731        159819.0188             0.0019             0.0093             1.6510           439.0332\n","     19.944374142643      0.551649973042                   a\\CR           18746            14.1943        159569.1874             0.0018             0.0084             1.6100           509.2835\n","     19.942553724688      0.551629371100                   c\\CR           18748            14.1944        159554.6242             0.0018             0.0086             1.6329           510.0826\n","     19.928184258678      1.553707412792                  ba~*\\           97485            16.5729        159442.0470             0.0018             0.0073             1.6314           356.0901\n","     19.914234025053      1.553723146305                  ca~*\\           97486            16.5729        159330.4451             0.0018             0.0078             1.6366           356.1685\n","     19.911517736104      1.553701335535                  da~*\\           97487            16.5729        159308.7148             0.0018             0.0096             1.6750           356.2470\n","     19.907882031725      1.553698188576                  fa~*\\           97489            16.5730        159279.6292             0.0018             0.0084             1.6560           356.4038\n","     19.905369922433      1.553695541749                  ga~*\\           97490            16.5730        159259.5323             0.0018             0.0078             1.6703           356.4822\n","     19.898597837853      1.553714775161                  fb~*\\           97500            16.5731        159205.3558             0.0018             0.0080             1.6510           357.1257\n","     19.895742075085      1.553752746855                  hc~*\\           97513            16.5733        159182.5099             0.0018             0.0074             1.6858           358.0041\n","     19.892034977658      1.553690673874                  hd~*\\           97524            16.5735        159152.8533             0.0018             0.0077             1.6612           358.7467\n","     19.891141356438      1.553719801412                  hf~*\\           97546            16.5738        159145.7046             0.0018             0.0081             1.6598           360.1893\n","     19.889968827006      0.553681631649                 hhd\\+/          520881            18.9906        159138.7412             0.0018             0.0076             1.6615           391.7715\n","     19.888443873192      0.553726449990                 hhg\\+/          521244            18.9916        159126.5426             0.0018             0.0084             1.6737           391.9370\n","     19.880338271630      1.553569620562                 ca~<*\\         1620810            20.6283        159063.3345             0.0018             0.0078             1.6678           320.2669\n","     19.875661665144      1.553573176245                 fb~<*\\         1620824            20.6283        159025.9216             0.0018             0.0076             1.6592           320.3248\n","     19.875005803908      1.553575367378                 hf~<*\\         1620870            20.6283        159020.6748             0.0018             0.0080             1.6421           320.5127\n","     19.874991702876      1.553579660165                 jf~<*\\         1620872            20.6283        159020.5620             0.0018             0.0076             1.6644           320.5222\n","     19.870190476162      1.553588249593                 hg~<*\\         1620881            20.6283        158982.1522             0.0018             0.0078             1.6542           320.5576\n","     19.869218127030      1.553576346332                 fh~<*\\         1620890            20.6284        158974.3734             0.0018             0.0080             1.6548           320.5955\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_atan/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   1.5553335879501473        1.5553336618245287E-003\n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     20.000017183731      0.493639579803                      P               1             0.0000        160000.1375             0.0019             0.0086             1.6392          8000.0000\n","     19.999351876731     -0.493639629931                     P~              34             5.0875        159999.9025             0.0019             0.0086             1.6448           955.4706\n","     19.999351876731   -666.000000000000                     PS              67             6.0661        160000.8811             0.0019             0.0086             1.6448           850.4478\n","     19.999351876725     -0.724140798747                    P~>             617             9.2691        160004.0841             0.0019             0.0086             1.6448           350.0146\n","     19.958002409700      0.776048418369                   a\\C>           15182            13.8901        159677.9094             0.0018             0.0084             1.6063           254.5974\n","     19.947658478248      0.776025356622                   d\\C>           15185            13.8904        159595.1582             0.0018             0.0090             1.6739           256.1276\n","     19.942276946003      0.374595030030                  Pg\\C+           50843            15.6338        159553.8493             0.0018             0.0079             1.6406           243.8593\n","     19.940872587581      1.551351867136                  ba+\\C          171174            17.3851        159544.3658             0.0018             0.0082             1.6020           207.0871\n","     19.927058524049      1.551362361632                  ca+\\C          171175            17.3851        159433.8533             0.0018             0.0082             1.6409           207.1326\n","     19.923795543639      1.551357509248                  fa+\\C          171178            17.3851        159407.7495             0.0018             0.0080             1.6480           207.2692\n","     19.919711268205      1.551357963931                  hf+\\C          171235            17.3856        159375.0758             0.0018             0.0080             1.6396           209.8632\n","     19.858642722228      0.494105209565                 Pba*\\-          677502            19.3699        158888.5116             0.0017             0.0076             1.6435           200.0102\n","     19.848746822665      0.494111636278                 Pca*\\-          677513            19.3699        158809.3445             0.0017             0.0079             1.6534           200.0190\n","     19.841942875893      0.494105725563                 Phg*\\-          678294            19.3716        158754.9146             0.0017             0.0075             1.6291           200.5799\n","     19.841823279002     -0.494105848330                 hg*\\P-         2870206            21.4527        158756.0390             0.0017             0.0075             1.6297           154.7508\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 30.63 tan(-666.000000000000*sin(pi))\n","47.14 20.03 1.55058038234711\n","73.02 0.0 0.25*x0 + 0.25*x1 + 0.25*x2 + 0.25*x3 + 0.25*x4 + 0.25*x5 + 0.25*x6 + 0.25*x7 + 0.25*x8 + 0.25*x9\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_cos/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     28.995239182054     -3.174427807483                      P               1             0.0000        231961.9135             0.7087             1.0328             1.3516          8000.0000\n","     28.992717641244     -0.090443532137                     a\\              46             5.5236        231947.2647             0.7087             1.0569             1.3667          1097.9131\n","     28.990210610190     -0.086264074802                     d\\              49             5.6147        231927.2996             0.7085             1.0523             1.3718          1520.4897\n","     28.978500031950      0.016171318037                     bS              69             6.1085        231834.1088             0.9998             2.0153             1.8774          3398.6086\n","     28.962513439458      0.001489315404                     aC              79             6.3038        231706.4113             0.9862             2.0013             1.8808          3981.0632\n","     28.962513439458     -3.140103425609                   PaC+            2223            11.1183        231711.2258             0.9862             2.0013             1.8808          3048.0242\n","     28.954636101187     -0.000606182225                   ha+S            8281            13.0156        231650.1044             0.9838             2.0001             1.8830          2631.6313\n","     28.945907813249     -0.012117264218                   iP*S            8392            13.0348        231580.2973             0.9872             2.0119             1.8995          2702.6382\n","     28.942891869469      0.001110469520                   i>EC           20701            14.3374        231557.4724             0.9898             2.0008             1.9152          3754.6321\n","     28.930200024194     -0.000507248593                  hiE+S          105928            16.6927        231458.2929             0.9811             1.9996             1.9372          2238.3201\n","     28.927143542322     -0.009541266898                  aP~/S          108363            16.7255        231433.8739             0.9781             2.0080             1.8887          2367.7896\n","     28.925367294794     -0.001538986422                  aP/>C          170073            17.3758        231420.3142             0.9763             2.0006             1.9003          2878.5259\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_cos/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","  0.99999999936118522        1.0000000468586366E-003\n","           4  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     28.996479024050     -0.010267575666                      P               1             0.0000        231855.8463             0.7087             1.0323             1.3467          7996.0000\n","     28.992674282044     -0.001462591273                      c               4             2.0000        231827.4236             0.7086             1.0436             1.3754          7996.0000\n","     28.991747033885     -0.001570021754                      d               5             2.3219        231820.3312             0.7085             1.0462             1.3703          7996.0000\n","     28.991743553159     -0.001494345492                     d>              16             4.0000        231821.9815             0.7086             1.0455             1.3711          7996.0000\n","     28.991017219500      0.001560533767                     d~              38             5.2479        231817.4216             0.7085             1.0460             1.3768          7996.0000\n","     28.988482268407     -0.000070714296                    dd*             280             8.1293        231800.0335             0.7085             1.0619             1.3826          7710.4893\n","     28.987790872918      0.005552999715                    ha-             372             8.5392        231794.9150             0.7087             1.0940             1.3858          7738.1157\n","     28.987191718474     -0.030749135652                   dc>/            4790            12.2258        231793.8108             0.7087             1.0744             1.4025          7132.3047\n","     28.984413390154     -0.104273933487                   ah/<            6778            12.7266        231772.0961             0.7091             1.1783             1.3953          7233.5156\n","     28.984019320003     -0.058537550486                   jERS           19503            14.2514        231770.4699             0.7092             1.0584             1.3872          6859.3135\n","     28.983601838127     -0.000257225263                  jdRE+           53119            15.6969        231768.5772             0.7085             1.0655             1.4166          7206.8906\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 30.63 tan(-666.000000000000*sin(pi))\n","45.09 30.52 acos(-0.001462591273*x2)\n","45.12 30.31 acos(0.001489315404+cos(x0))\n","47.14 20.03 1.55058038234711\n","73.02 0.0 0.25*x0 + 0.25*x1 + 0.25*x2 + 0.25*x3 + 0.25*x4 + 0.25*x5 + 0.25*x6 + 0.25*x7 + 0.25*x8 + 0.25*x9\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_exp/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_exp/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   1.2141680287298585E+028   1.2141680863997453E+025\n","        7631  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","    104.962548178568      0.053571938889                 aEPC>/         3780130            21.8500         38753.0303**************************************             8.6233             1.0863\n","    104.840793964678      0.018709145955                 eEPC>/         3780134            21.8500         38708.1030**************************************             7.3552             1.0865\n","    104.817299069950      0.041030200987                 fEPC>/         3780135            21.8500         38699.4334**************************************             8.6873             1.0866\n","    103.905421359364     41.581229060650                 PEPE+E         4184148            21.9965         38363.0970**************************************             6.6270             1.0841\n","    103.717068016012    666.000000000000                aP>E+ER        36337644            25.1150         38296.7131**************************************             7.4182             1.0762\n","    103.547475355129    666.000000000000                jP>E+ER        36337653            25.1150         38234.1334**************************************             7.3852             1.0763\n","    103.472326794393    625.284496859644                fERPC>/        92197178            26.4582         38207.7468**************************************             7.3444             1.0857\n","    103.452522040810      0.000142086409               Pj\\<-E<E       752603886            29.4873         38203.4679**************************************             6.8868             1.0856\n","    101.552142344480      0.000021748345               ePE+EiC/       833152271            29.6340         37502.3745**************************************             8.2336             1.0874\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 30.63 tan(-666.000000000000*sin(pi))\n","45.09 30.52 acos(-0.001462591273*x2)\n","45.12 30.31 acos(0.001489315404+cos(x0))\n","47.14 20.03 1.55058038234711\n","73.02 0.0 0.25*x0 + 0.25*x1 + 0.25*x2 + 0.25*x3 + 0.25*x4 + 0.25*x5 + 0.25*x6 + 0.25*x7 + 0.25*x8 + 0.25*x9\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_inverse/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     19.999934507217     -3.121608432528                      P               1             0.0000        159999.4761             0.0019             0.0086             1.6448          8000.0000\n","     19.999934507207     -4.121608432528                     P>              12             3.5850        160003.0610             0.0019             0.0086             1.6448          1340.8334\n","     19.999934507204    -23.120710347319                     PE             100             6.6439        160006.1199             0.0019             0.0086             1.6448           815.0600\n","     19.998505884073      0.019982318627                    aE\\             981             9.9381        159997.9852             0.0019             0.0086             1.6429           592.3364\n","     19.998366468745      0.019981979131                    dE\\             984             9.9425        159996.8743             0.0019             0.0086             1.6444           614.9207\n","     19.998015598541      0.019982728453                    gE\\             987             9.9469        159994.0717             0.0019             0.0086             1.6447           637.3678\n","     19.995605715250      0.019977370991                   PaE/            5732            12.4848        159977.3305             0.0019             0.0086             1.6519           328.0047\n","     19.988950674140      0.019969826360                   aaE/            5733            12.4851        159924.0905             0.0019             0.0086             1.6521           329.3429\n","     19.988674444397      0.019949731815                   caE/            5735            12.4856        159921.8811             0.0019             0.0086             1.6397           332.0180\n","     19.987847268501      0.019952707295                   faE/            5738            12.4863        159915.2645             0.0019             0.0086             1.6422           336.0270\n","     19.986657388464      0.019943151145                   acE/            5755            12.4906        159905.7497             0.0019             0.0085             1.6440           358.6660\n","     19.981753131843      0.019950533292                   afE/            5788            12.4988        159866.5239             0.0019             0.0083             1.6579           402.2327\n","     19.928075531472      0.017091012068                   ba*\\            7428            12.8588        159437.4630             0.0018             0.0073             1.6352           457.5599\n","     19.915130929200      0.017075730571                   ca*\\            7429            12.8590        159333.9064             0.0018             0.0078             1.6336           458.5752\n","     19.911816691600      0.017097565633                   da*\\            7430            12.8591        159307.3927             0.0018             0.0096             1.6757           459.5902\n","     19.908226481419      0.017100458304                   fa*\\            7432            12.8595        159278.6714             0.0018             0.0084             1.6566           461.6194\n","     19.907830382558      0.017102644375                   ga*\\            7433            12.8597        159275.5028             0.0018             0.0078             1.6569           462.6335\n","     19.899084723111      0.017083860776                   fb*\\            7443            12.8617        159205.5395             0.0018             0.0080             1.6511           470.9205\n","     19.896932264022      0.017046067236                   hc*\\            7456            12.8642        159188.3223             0.0018             0.0074             1.6803           482.2112\n","     19.893624473473      0.017107078267                   hd*\\            7467            12.8663        159161.8621             0.0018             0.0077             1.6548           491.7264\n","     19.891705341584      0.017078550348                   hf*\\            7489            12.8706        159146.5133             0.0018             0.0081             1.6592           510.1259\n","     19.891705341584      0.017078550348                   f\\h/           14296            13.8033        159147.4461             0.0018             0.0081             1.6592           463.6602\n","     19.880732581007      0.017229262967                  ca>*\\           97244            16.5693        159062.4300             0.0018             0.0078             1.6683           364.9886\n","     19.875424072844      0.017225198606                  fb>*\\           97258            16.5695        159019.9621             0.0018             0.0077             1.6637           365.9469\n","     19.874544184065      0.017222936314                  hf>*\\           97304            16.5702        159012.9237             0.0018             0.0080             1.6484           369.0560\n","     19.870360001979      0.017210378376                  hg>*\\           97315            16.5704        158979.4504             0.0018             0.0078             1.6566           369.7990\n","     19.867990281772      0.017221026037                  fh>*\\           97324            16.5705        158960.4928             0.0018             0.0080             1.6650           370.4250\n","     19.860683657321      0.017252757608                 bca*+\\          821263            19.6475        158905.1167             0.0017             0.0078             1.6513           359.4106\n","     19.855112736248      0.017245016758                 eca*+\\          821266            19.6475        158860.5494             0.0017             0.0077             1.6750           359.4385\n","     19.854434187123      0.017243558816                 hca*+\\          821269            19.6475        158855.1210             0.0017             0.0077             1.6595           359.4664\n","     19.851865493343      0.017254923593                 hda*+\\          821280            19.6475        158834.5715             0.0017             0.0086             1.6961           359.5688\n","     19.847808955975      0.017240713479                 ahf*+\\          821922            19.6486        158802.1203             0.0017             0.0080             1.6502           364.7495\n","     19.847788520968      0.017236488059                 bhf*+\\          821923            19.6486        158801.9568             0.0017             0.0080             1.6456           364.7589\n","     19.844277276642      0.017237906249                 chf*+\\          821924            19.6486        158773.8669             0.0017             0.0080             1.6680           364.7681\n","     19.839772561811      0.017248755276                 dhf*+\\          821925            19.6486        158737.8291             0.0017             0.0080             1.6662           364.7774\n","     19.839369338343      0.018565929360                 iba+*\\          825252            19.6545        158734.6092             0.0017             0.0083             1.6362           369.3472\n","     19.832000452999      0.018537988451                 jca+*\\          825264            19.6545        158675.6581             0.0017             0.0075             1.6270           369.4582\n","     19.830251362757      0.018565550336                 hga+*\\          825306            19.6546        158661.6655             0.0017             0.0073             1.6256           369.8465\n","     19.823462639160      0.018553752914                 cha+*\\          825312            19.6546        158607.3557             0.0017             0.0076             1.6496           369.9019\n","     19.820839814831      0.018558680355                 eja+*\\          825336            19.6546        158586.3731             0.0017             0.0085             1.6670           370.1238\n","     19.817652134438      0.018547531040                 hjf+*\\          825944            19.6557        158560.8728             0.0017             0.0075             1.6539           375.6034\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_inverse/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   2.8573467272666984E-002   2.8573468629833855E-005\n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     19.999934507212      0.006361202782                      P               1             0.0000        159999.4761             0.0019             0.0086             1.6448          8000.0000\n","     19.999934507212      0.062782558468                     P\\              45             5.4919        160004.9679             0.0019             0.0086             1.6448          1003.5555\n","     19.941986630229      0.018933227436                    a\\>             629             9.2969        159545.1900             0.0018             0.0084             1.6435           471.3513\n","     19.941592850803      0.018901013127                    a\\E            1421            10.4727        159543.2155             0.0018             0.0084             1.6317           852.3856\n","     19.939820343506      0.018864949090                   aa</            4886            12.2544        159530.8172             0.0018             0.0084             1.6324           487.1181\n","     19.939820343506      0.018864949090                   a<\\>           14863            13.8594        159532.4222             0.0018             0.0084             1.6324           438.6884\n","     19.929083176983      0.016244483055                   cR\\>           14898            13.8628        159446.5282             0.0018             0.0085             1.6357           451.1689\n","     19.925066859501      0.016244211265                   hR\\>           14903            13.8633        159414.3982             0.0018             0.0078             1.6229           453.7016\n","     19.925066859501      0.016244211265                   h\\R>           14991            13.8718        159414.4067             0.0018             0.0078             1.6229           470.7250\n","     19.921181045993      0.015871089747                   hR\\E           22031            14.4272        159383.8756             0.0018             0.0078             1.6482           778.6788\n","     19.884623526377      0.073354033805                  ba+L\\          160042            17.2881        159094.2763             0.0017             0.0070             1.6340           421.8273\n","     19.863030331073      0.073268337142                  ca+L\\          160043            17.2881        158921.5307             0.0017             0.0075             1.6567           421.8746\n","     19.852013394037      0.073254868216                  fb+L\\          160057            17.2882        158833.3954             0.0017             0.0077             1.6855           422.4631\n","     19.849280133204      0.073276237415                  hf+L\\          160103            17.2886        158811.5297             0.0017             0.0080             1.6532           424.4452\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","73.02 0.0 0.25*x0 + 0.25*x1 + 0.25*x2 + 0.25*x3 + 0.25*x4 + 0.25*x5 + 0.25*x6 + 0.25*x7 + 0.25*x8 + 0.25*x9\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_log/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     25.641309761304      0.771207264663                      P               1             0.0000        205130.4781             0.0922             0.3575             1.6419          8000.0000\n","     25.641309761304    -19.227894650128                     PE             100             6.6439        205137.1219             0.0922             0.3575             1.6419          1640.4800\n","     25.583263169255      3.968530126381                    a\\~             827             9.6917        204675.7971             0.0885             0.3504             1.6319           903.6917\n","     25.582374652942      3.980507023216                   Pc-\\            7569            12.8859        204671.8831             0.0881             0.3608             1.6184           941.4353\n","     25.577245447213      3.980451025155                   Ph-\\            7624            12.8963        204630.8599             0.0877             0.3319             1.6237           940.5853\n","     25.577061308119      3.971990253363                   a<\\~           16645            14.0228        204630.5133             0.0883             0.3497             1.6511          1028.6962\n","     25.576739047084      4.144447353945                   aR\\~           16678            14.0257        204627.9380             0.0880             0.3393             1.6297          1037.7043\n","     25.573758783949      4.143621609530                   eR\\~           16682            14.0260        204604.0963             0.0882             0.3809             1.6519          1039.3738\n","     25.560796704012      4.143242615258                   hR\\~           16685            14.0263        204500.3999             0.0875             0.3326             1.6511          1040.6254\n","     25.557255689876      2.602691783385                   hLRR           18599            14.1829        204472.2285             0.0873             0.3312             1.6493          1203.8224\n","     25.514356999386      1.996148537591                  ba+LR          164398            17.3268        204132.1828             0.0840             0.2941             1.6226           879.2526\n","     25.488143424221      1.997621741714                  ca+LR          164399            17.3268        203922.4742             0.0841             0.3156             1.6627           879.2960\n","     25.478551390434      1.997282770898                  hf+LR          164459            17.3274        203845.7385             0.0833             0.3494             1.6524           881.7277\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_log/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   4.1692423914622729        4.1692425894906604E-003\n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     25.641309761304      1.245482889808                      P               1             0.0000        205130.4781             0.0922             0.3575             1.6419          8000.0000\n","     25.640650131055     -1.245485399200                     P~              34             5.0875        205130.2885             0.0922             0.3575             1.6474           981.5883\n","     25.640650131055   -666.000000000000                     PS              67             6.0661        205131.2671             0.0922             0.3575             1.6474           878.7463\n","     25.640650131055     -2.207565422774                    PR~             837             9.7091        205134.9101             0.0922             0.3575             1.6474           587.1326\n","     25.640650131055     -0.000000342069                    PS\\             947             9.8872        205135.0883             0.0922             0.3575             1.6474           608.4752\n","     25.640650131055   -666.000000000000                    PSS            1145            10.1611        205135.3622             0.0922             0.3575             1.6474           617.7520\n","     25.626028990959      3.919114646954                    a\\C            1223            10.2562        205018.4881             0.0911             0.3554             1.6342           632.4677\n","     25.624300786709      3.919009381651                    d\\C            1226            10.2597        205004.6660             0.0910             0.3588             1.6406           650.4959\n","     25.622648268750      3.918450339935                    e\\C            1227            10.2609        204991.4471             0.0910             0.3595             1.6478           656.4857\n","     25.619971408580      3.918788352129                    g\\C            1229            10.2633        204970.0345             0.0911             0.3485             1.6461           668.4362\n","     25.584596899992      1.267728598177                   Pa\\-            4038            11.9794        204688.7546             0.0880             0.3479             1.6038           401.2298\n","     25.579882413353      1.267607814716                   Ph\\-            4115            12.0067        204651.0660             0.0877             0.3307             1.6159           408.1098\n","     25.579774326773     -1.267612183045                   h\\P-           12417            13.6000        204651.7946             0.0877             0.3308             1.6164           314.5204\n","     25.569336413423     -2.011236237031                   h\\<<           15585            13.9279        204568.6192             0.0877             0.3331             1.6374           369.8879\n","     25.540665591987     -4.017111894446                  ba+\\<          149394            17.1888        204342.5135             0.0848             0.3214             1.5897           280.0154\n","     25.517983017824     -4.018245488624                  ca+\\<          149395            17.1888        204161.0529             0.0848             0.3294             1.6321           280.0670\n","     25.516454033397     -4.018383003025                  ea+\\<          149397            17.1888        204148.8211             0.0848             0.3438             1.6515           280.1704\n","     25.511008588926     -4.016703768686                  hg+\\<          149466            17.1895        204105.2582             0.0845             0.3143             1.6205           283.7342\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","73.02 0.0 0.25*x0 + 0.25*x1 + 0.25*x2 + 0.25*x3 + 0.25*x4 + 0.25*x5 + 0.25*x6 + 0.25*x7 + 0.25*x8 + 0.25*x9\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_sin/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     28.979364301359     -3.151816186618                      P               1             0.0000        231834.9144             0.7059             1.0102             1.3716          8000.0000\n","     28.978821919045     -0.066251225252                     a\\              46             5.5236        231836.0989             0.7063             1.0324             1.3736          1100.0000\n","     28.978440250227     -0.065856843969                     c\\              48             5.5850        231833.1070             0.7059             1.0329             1.3700          1387.5000\n","     28.976650716925     -0.066489360570                     d\\              49             5.6147        231818.8204             0.7065             1.0324             1.3849          1522.4490\n","     28.963581475078     -0.001606987952                     jC              88             6.4594        231715.1112             0.9884             2.0014             1.8933          4393.1816\n","     28.956652854498      2.946143499470                    eL~             875             9.7731        231662.9960             0.7639             1.6348             1.4550          3282.0264\n","     28.954823522042     -0.184478974457                    eLS            1172            10.1948        231648.7829             0.7573             1.5514             1.4574          3913.9292\n","     28.950382994939     -0.011474818261                    dES            1182            10.2070        231613.2710             0.9922             2.0105             1.9111          3948.4983\n","     28.947115731722     -1.294888116129                   PEe/           14048            13.7781        231590.7039             0.8085             2.0079             1.5647          2795.9688\n","     28.940279238504     -0.008473485309                   dERS           19497            14.2510        231536.4849             0.9751             2.0081             1.8670          3529.9863\n","     28.939450250304     -0.006289914619                  if<+S          105049            16.6807        231532.2827             0.9781             2.0058             1.8813          2186.7981\n","     28.932727828447     -0.003791252207                  gb>*S          105971            16.6933        231478.5159             0.9785             2.0026             1.8890          2237.3757\n","     28.927076205377     -0.007023219445                  ibR-S          107546            16.7146        231433.3242             0.9825             2.0059             1.9426          2321.7688\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_sin/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","  0.99999999992595467        1.0000000474234059E-003\n","           4  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     28.978736626661     -0.003193974912                      P               1             0.0000        231713.9781             0.7058             1.0100             1.3754          7996.0000\n","     28.978133307797     -0.000466817933                      a               2             1.0000        231710.1539             0.7059             1.0138             1.3763          7996.0000\n","     28.977949092237     -0.000536271717                      d               5             2.3219        231710.0029             0.7059             1.0156             1.3813          7996.0000\n","     28.977137297367     -0.000472267206                      f               7             2.8074        231703.9972             0.7058             1.0139             1.3857          7996.0000\n","     28.975075181626      0.041332704821                     dS              71             6.1497        231690.8509             0.7062             1.0413             1.3930          7996.0000\n","     28.974926876411     -0.024900379879                     eC              83             6.3750        231689.8903             0.7059             1.0249             1.3909          7996.0000\n","     28.973348637237      0.025468472276                     jC              88             6.4594        231677.3551             0.7059             1.0254             1.3984          7996.0000\n","     28.973025638509     -0.006120686518                    ea-             369             8.5275        231676.8405             0.7064             1.1117             1.3947          7736.0190\n","     28.970406956534     -0.002336139361                    cb-             378             8.5622        231655.9363             0.7060             1.0431             1.4083          7721.0581\n","     28.970305953956      0.002319603911                    bc-             388             8.5999        231655.1663             0.7060             1.0427             1.4093          7728.1445\n","     28.969202191554     -0.006353986368                    ed-             402             8.6511        231646.3918             0.7063             1.1196             1.3937          7697.6963\n","     28.969141092790     -0.003499032054                    ef-             424             8.7279        231645.9801             0.7062             1.0656             1.4052          7694.3184\n","     28.969140372084      0.001836725995                    ji-             462             8.8517        231646.0982             0.7061             1.0356             1.4313          7649.9111\n","     28.969119967034     -0.001836766476                    ij-             472             8.8826        231645.9659             0.7061             1.0356             1.4316          7657.2437\n","     28.968531562208     -0.002885574703                   efC*            3372            11.7194        231644.0978             0.7064             1.0839             1.4004          7290.0830\n","     28.967864037034     -0.005405161654                   ed>-            3713            11.8584        231638.8992             0.7060             1.1012             1.4087          7118.0781\n","     28.966704105045      0.003880050368                   fe>-            3725            11.8630        231629.6290             0.7063             1.0766             1.4106          7120.9062\n","     28.966592141212     -0.003929258651                   ef<-            3856            11.9129        231628.7836             0.7063             1.0776             1.4108          7150.6357\n","     28.966355651242     -0.003998431667                   ej<-            3900            11.9293        231626.9090             0.7064             1.0700             1.4143          7160.1733\n","     28.965402459524      0.035237468520                   hh*S            8479            13.0497        231620.4077             0.7057             1.0352             1.4361          7258.0063\n","     28.964765188971      0.004452820406                  jeP+-           33286            15.0226        231617.2851             0.7066             1.0857             1.4151          7102.3452\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","73.02 0.0 0.25*x0 + 0.25*x1 + 0.25*x2 + 0.25*x3 + 0.25*x4 + 0.25*x5 + 0.25*x6 + 0.25*x7 + 0.25*x8 + 0.25*x9\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_sqrt/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     27.462173230139      3.932222715267                      P               1             0.0000        219697.3858             0.3238             1.1579             1.6433          8000.0000\n","     27.462173230139     10.215408197292                     P~              34             5.0875        219702.4733             0.3238             1.1579             1.6433           973.1177\n","     27.462173230139    -16.066879199524                     PE             100             6.6439        219704.0297             0.3238             1.1579             1.6433          2513.3401\n","     27.446248713912      7.127081470111                    a\\~             827             9.6917        219579.6815             0.3188             1.1465             1.6255          1350.4341\n","     27.445023402044      7.126735972879                    b\\~             828             9.6935        219569.8807             0.3190             1.1291             1.6369          1358.4650\n","     27.443197262176      7.127571338405                    d\\~             830             9.6970        219555.2751             0.3188             1.1638             1.6322          1374.4686\n","     27.442593102410      7.125634073540                    e\\~             831             9.6987        219550.4435             0.3188             1.1667             1.6391          1382.4417\n","     27.434735772937      7.126527279538                    g\\~             833             9.7022        219487.5884             0.3188             1.1231             1.6600          1398.3301\n","     27.417558683106      4.974282903540                    aRR            1036            10.0168        219350.4863             0.3121             1.1127             1.6052          1858.0376\n","     27.416666919009      4.974961080556                    bRR            1037            10.0182        219343.3536             0.3144             1.0816             1.6477          1863.9604\n","     27.408970274524      4.974988866647                    gRR            1042            10.0251        219281.7873             0.3136             1.1299             1.6326          1893.4041\n","     27.397554912942      4.975097600850                    hRR            1043            10.0265        219190.4658             0.3104             1.1576             1.6319          1899.2589\n","     27.392584174814      4.977190949936                    iRR            1044            10.0279        219150.7013             0.3128             1.2617             1.6574          1905.1025\n","     27.386945715216      5.357405944499                    hLR            1076            10.0715        219105.6372             0.3064             1.0725             1.6313          1922.8281\n","     27.385510366289      5.599374765021                    iRL            1341            10.3891        219094.4720             0.3120             1.2607             1.6714          2159.0603\n","     27.385013054804      5.995679794921                    hLL            1373            10.4231        219090.5276             0.3062             1.0938             1.6255          2167.0327\n","     27.351611692921      3.400504947744                   ba+L            9243            13.1741        218826.0677             0.2981             1.0258             1.6237          1230.5571\n","     27.330962918970      3.405245100790                   ca+L            9244            13.1743        218660.8777             0.2984             1.0682             1.6492          1231.2894\n","     27.330506359087      3.405403385332                   ja+L            9251            13.1754        218657.2263             0.2969             1.0389             1.6286          1236.4113\n","     27.320672965912      3.405084194800                   fb+L            9258            13.1765        218578.5602             0.2982             1.0734             1.6760          1240.8823\n","     27.315738403713      3.402813306480                   hf+L            9304            13.1836        218539.0909             0.2956             1.1768             1.6426          1271.7832\n","     27.312804766155      3.379876895191                  fb>+L          113593            16.7935        218519.2316             0.2970             1.0729             1.6821          1141.0013\n","     27.309158690669      3.377820298653                  hf>+L          113639            16.7941        218490.0636             0.2943             1.1725             1.6479          1143.6061\n","     27.300863443762      4.566501103672                  ba+RR          162946            17.3140        218424.2216             0.2904             0.9882             1.6482          1212.9961\n","     27.281990432369      4.570463508081                  ca+RR          162947            17.3140        218273.2375             0.2903             1.0425             1.6654          1213.0377\n","     27.273185251592      4.567591831667                  hg+RR          163018            17.3147        218202.7967             0.2892             1.0032             1.6701          1215.9938\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_sqrt/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   8.0415447332002596        8.0415451151531394E-003\n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     27.462173230139      2.251665330115                      P               1             0.0000        219697.3858             0.3238             1.1579             1.6433          8000.0000\n","     27.461516443549     -2.251674205621                     P~              34             5.0875        219697.2190             0.3238             1.1580             1.6489          1000.4117\n","     27.408469667539     -7.487152306194                    a\\<             728             9.5078        219277.2651             0.3102             1.1046             1.6071           578.8118\n","     27.407905257355     -7.488232288244                    c\\<             730             9.5118        219272.7538             0.3110             1.1852             1.6182           599.1439\n","     27.407367361234     -7.481560188574                    d\\<             731             9.5137        219268.4526             0.3098             1.2252             1.6274           609.2681\n","     27.397475418342     -7.482934991327                    e\\<             732             9.5157        219189.3190             0.3107             1.2449             1.6698           619.3647\n","     27.390260934238     -7.483613543202                    h\\<             735             9.5216        219131.6091             0.3086             1.1238             1.6458           649.4898\n","     27.383771604182      1.456071589177                  PhLR+           49160            15.5852        219085.7580             0.3073             1.1252             1.6429           423.8822\n","     27.383309959960     -7.262627012113                  hf+\\<          149455            17.1894        219083.6690             0.3069             1.0832             1.6423           353.6856\n","     27.382619535796     -7.259958548887                  if+\\<          149456            17.1894        219078.1456             0.3074             1.1294             1.6636           353.7367\n","     27.344192959374      3.692215347916                  ba+LR          164398            17.3268        218770.8705             0.2970             1.0128             1.6316           368.1603\n","     27.324011175623      3.694316727434                  ca+LR          164399            17.3268        218609.4162             0.2973             1.0623             1.6474           368.2068\n","     27.312911810958      3.694691294902                  fb+LR          164413            17.3270        218520.6215             0.2971             1.0757             1.6841           368.8091\n","     27.309390530535      3.694175530672                  hf+LR          164459            17.3274        218492.4516             0.2946             1.1714             1.6494           370.7538\n","     27.296583393514     -7.708316474310                 Pca+/<          793310            19.5975        218392.2647             0.2923             1.0589             1.6522           342.9483\n","     27.283426694566     -7.705759061702                 Phg+/<          794091            19.5989        218287.0125             0.2909             1.0201             1.6675           343.4108\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","73.02 0.0 0.25*x0 + 0.25*x1 + 0.25*x2 + 0.25*x3 + 0.25*x4 + 0.25*x5 + 0.25*x6 + 0.25*x7 + 0.25*x8 + 0.25*x9\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_squared/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     37.925671016504    666.000000000000                      P               1             0.0000        303405.3681           457.7053          1677.8607             1.6679          8000.0000\n","     37.921211639125    666.000000000000                      a               2             1.0000        303370.6931           455.9010          1671.4424             1.6629          8000.0000\n","     37.916828887855    666.000000000000                      c               4             2.0000        303336.6311           455.9444          1674.9236             1.6804          8000.0000\n","     37.915105000966    666.000000000000                      g               8             3.0000        303323.8400           455.9577          1671.1711             1.6880          8000.0000\n","     37.912283899044    666.000000000000                    ca+             125             6.9658        303305.2370           454.1532          1668.9345             1.6744          7360.1362\n","     37.911987313978    666.000000000000                    dc+             148             7.2095        303303.1080           454.2047          1666.1437             1.6751          7459.5742\n","     37.911287399066    666.000000000000                    gc+             151             7.2384        303297.5376           454.1596          1667.5845             1.6755          7470.3110\n","     37.906591036912    666.000000000000                    gg+             195             7.6073        303260.3356           454.2847          1664.6534             1.6978          7589.8306\n","     37.903864348742    666.000000000000                    fP*             238             7.8948        303238.8096           452.3640          1649.1595             1.6829          7663.9370\n","     37.871511401726    666.000000000000                    aa*             244             7.9307        302980.0220           441.9673          1719.0547             1.6579          7672.2007\n","     37.790491660899    666.000000000000                    ba*             245             7.9366        302331.8699           413.1717          1552.4004             1.6209          7673.5386\n","     37.759398338745    666.000000000000                    ca*             246             7.9425        302083.1292           411.8605          1505.2109             1.6836          7674.8657\n","     37.750718871862    666.000000000000                    hg*             317             8.3083        302014.0593           411.3528          1731.3836             1.6836          7747.6875\n","     37.750387949386    666.000000000000                    ih*             329             8.3619        302011.4655           410.9564          1682.8050             1.6827          7756.8906\n","     37.741053992714    666.000000000000                   hg>*            2660            11.3772        301939.8092           410.9105          1738.5375             1.7044          7227.2856\n","     37.739026783442    666.000000000000                  ahg*+           24840            14.6004        301926.8146           409.2977          1723.9291             1.6962          6866.4746\n","     37.736568145698    666.000000000000                  hgP+*           27982            14.7722        301907.3174           410.2014          1752.9895             1.7004          6993.7544\n","     37.716880992463    666.000000000000                  cba+*           28043            14.7754        301749.8233           397.5756          1437.8997             1.6553          6995.7310\n","     37.704066454997    666.000000000000                  hba+*           28048            14.7756        301647.3072           394.9670          1775.9939             1.6759          6995.9097\n","     37.702139705801    666.000000000000                  jda+*           28072            14.7768        301631.8945           395.5181          1502.2707             1.6637          6996.7681\n","     37.697963815982    666.000000000000                  jfa+*           28094            14.7780        301598.4885           395.9492          1478.3615             1.6737          6997.5537\n","     37.697097403124    666.000000000000                  bga+*           28097            14.7781        301591.5574           398.7020          1564.6250             1.7018          6997.6611\n","     37.693693589005    666.000000000000                  gha+*           28113            14.7789        301564.3277           394.7776          1637.2426             1.6643          6998.2314\n","     37.687792206522    666.000000000000                  jfc+*           28336            14.7903        301517.1280           397.8087          1525.6040             1.7151          7004.5933\n","     37.681564534094    666.000000000000                  ghc+*           28355            14.7913        301467.3076           395.3918          1631.7083             1.6908          7005.2603\n","     37.673706305282    666.000000000000                  hgf+*           28708            14.8092        301404.4596           394.3578          1739.6738             1.6991          7016.0542\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_squared/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   4181.7486816300361        4.1817488802524405     \n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     37.925671016504    666.000000000000                      P               1             0.0000        303405.3681           457.7053          1677.8607             1.6679          8000.0000\n","     37.925022772847   -666.000000000000                     P~              34             5.0875        303405.2696           457.7035          1677.8212             1.6733          1710.0588\n","     37.907915196319    666.000000000000                     aL              90             6.4919        303269.8134           449.8089          1873.3947             1.6367          2131.9888\n","     37.896449940177    666.000000000000                     dL              93             6.5392        303178.1387           449.8312          1810.6535             1.6964          2321.2795\n","     37.890917707659    666.000000000000                     iL              98             6.6147        303133.9564           451.0129          1906.9539             1.6632          2611.0103\n","     37.886601613201    666.000000000000                     jL              99             6.6294        303099.4423           450.1267          1690.6210             1.6722          2665.4443\n","     37.867883976762    635.073973913922                    aL>             673             9.3945        302952.4663           437.2167          1755.5618             1.6380          2213.7117\n","     37.861531222372    634.016304089475                    eL>             677             9.4030        302901.6528           439.0797          1559.8345             1.6721          2247.8997\n","     37.849382455404    634.267044838535                    hL>             680             9.4094        302804.4690           435.3255          1899.2122             1.6633          2273.2764\n","     37.846975834419    666.000000000000                    hRR            1043            10.0265        302785.8332           434.3869          1890.3409             1.6565          2387.0354\n","     37.781002261370    398.232235403365                   ba+R            7791            12.9276        302260.9457           414.0220          1523.9027             1.6632          1480.6395\n","     37.766261925679    399.795085185220                   ca+R            7792            12.9278        302143.0232           413.4036          1484.8204             1.6688          1481.4763\n","     37.764920296826    398.082336698259                   hd+R            7830            12.9348        302132.2972           410.0511          1625.9675             1.6555          1512.1145\n","     37.753790840007    399.167399221298                   hf+R            7852            12.9388        302043.2656           410.8582          1549.0988             1.6696          1529.2983\n","     37.747488864107    425.847090441277                   ca*L            9365            13.1931        301993.1040           410.6080          1482.8751             1.6985          1556.3779\n","     37.740794483112    424.976628537921                   hg*L            9436            13.2040        301939.5598           409.5446          1705.9259             1.6875          1604.8622\n","     37.740402385951    421.059562066661                  hg>*L          114739            16.8080        301940.0271           409.8594          1711.8720             1.6907          1063.3741\n","     37.738987617806    344.918927126979                  ca+R>          145523            17.1509        301929.0518           409.9490          1482.0748             1.7094          1070.2935\n","     37.738825661861    344.209944813665                  hf+R>          145583            17.1515        301927.7568           407.7284          1564.2447             1.6972          1073.1494\n","     37.736535664590    344.490702761956                  hg+R>          145594            17.1516        301909.4369           408.5629          1698.2589             1.6895          1073.6729\n","     37.734465922615    666.000000000000                  hg+L<          151402            17.2080        301892.9354           409.0709          1685.5947             1.7002          1107.3649\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","73.02 0.0 0.25*x0 + 0.25*x1 + 0.25*x2 + 0.25*x3 + 0.25*x4 + 0.25*x5 + 0.25*x6 + 0.25*x7 + 0.25*x8 + 0.25*x9\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_tan/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     29.975837068488     -3.147078513562                      P               1             0.0000        239806.6965           953.1082         82174.3222             2.3203          8000.0000\n","     29.974694356688     -0.059861361001                     b\\              47             5.5546        239803.1094           953.1082         82174.3202             2.3203          1410.2128\n","     29.974561816830     -0.060238683665                     c\\              48             5.5850        239802.0795           953.1082         82174.3176             2.3245          1547.5000\n","     29.974024949654     -0.062976401555                     d\\              49             5.6147        239797.8143           953.1079         82174.2952             2.3298          1679.1837\n","     29.972517929625     -0.058398600276                     g\\              52             5.7004        239785.8439           953.1077         82174.2766             2.3314          2043.8462\n","     29.972182757662     -0.058647125802                    i>\\             901             9.8154        239787.2774           953.1083         82174.3260             2.3324          3398.3020\n","     29.972159103298     -0.232852755996                    jR\\             946             9.8857        239787.1585           953.1085         82174.3574             2.3319          3535.3489\n","     29.971951953374     -0.343726337988                    jL\\             979             9.9352        239785.5508           953.1085         82174.3573             2.3325          3532.8906\n","     29.971223443149     -1.078445435872                    eLL            1370            10.4200        239780.2075           953.1069         82174.1915             2.3449          4364.1489\n","     29.970036501478      0.165831556035                   Pj~/            5105            12.3177        239772.6097           953.1078         82174.2670             2.3399          2311.4419\n","     29.969397948591     -0.246142291752                   jRb/           13717            13.7437        239768.9273           953.1078         82174.2696             2.3402          2783.0972\n","     29.967860950629     -0.189532573177                   jR>\\           17281            14.0769        239756.9645           953.1084         82174.3450             2.3513          3423.9265\n","     29.966215057818     -0.065289712351                  big*/           40824            15.3171        239745.0376           953.1078         82174.2912             2.3541          2720.9617\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_tan/F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   82174.316729783779        82.174320632854389     \n","        7937  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     29.622870489580     -0.101528339633                      P               1             0.0000          1866.2408            15.3621           110.5467             4.4583            63.0000\n","     29.598171676094     -0.012980546842                      a               2             1.0000          1865.6848            15.3861           110.6544             4.4907            63.0000\n","     29.570810058771     -0.013531218503                     a<              24             4.5850          1867.5460            15.3872           110.6590             4.5433            63.0000\n","     29.562104756138     -0.018054392927                     c<              26             4.7004          1867.1130            15.3443           110.4603             4.5548            63.0000\n","     29.503725866013      0.088057222578                     gS              74             6.2095          1864.9442            15.4174           110.8345             4.6607            62.4054\n","     29.494784052940      0.144206931552                     dC              82             6.3576          1864.5289            15.4281           110.9230             4.5890            62.4634\n","     29.468221558557     -0.250654460839                    cd/             521             9.0251          1865.5231            15.3716           110.6421             4.6216            60.4280\n","     29.431870191452     -0.256041077918                    i<S            1110            10.1163          1864.3242            15.4265           110.8372             4.5649            57.6631\n","     29.427672265571      0.012874554834                   ejS*            3295            11.6861          1865.6294            15.4009           110.7050             4.6239            57.5390\n","     29.345264853765     -0.115776223313                   ba/<            6702            12.7104          1861.4621            15.4123           110.8663             4.8495            57.1947\n","     29.342656174805     -0.005712740791                  jdc++           22990            14.4887          1863.0761            15.3456           110.4165             5.0077            53.7015\n","     29.342656174805     -0.005712740791                  djc++           23050            14.4925          1863.0798            15.3456           110.4165             5.0077            53.7257\n","     29.279066831332     -0.012627467627                  aeLS+           50217            15.6159          1860.1971            15.3870           110.6596             5.5366            57.5965\n","     29.259276074429     -0.012339254226                  di<S*           59339            15.8567          1859.1911            15.4229           110.8296             4.7867            56.8293\n","     29.237673431946      0.273459255930                  fc<*S          106102            16.6951          1858.6685            15.4366           110.9886             4.8576            55.6293\n","     29.230348943733     -0.101924816095                  bc>-S          107066            16.7081          1858.2201            15.4369           110.9592             5.2175            55.6953\n","     29.139445557806      3.459749119601                  a<Se/          295550            18.1730          1853.9581            15.4163           110.9311             5.1842            53.1829\n","     29.139445557806      3.459749119601                 ea<S/\\         1644649            20.6493          1856.4344            15.4163           110.9311             5.1842            53.3068\n","     29.128709758802      0.180718987883                 ifRS-C         1752882            20.7413          1855.8500            15.4297           110.8671             5.1249            53.1965\n","     29.073548252715     -0.464060009918                 iCaC-C         4123250            21.9753          1853.6089            15.3375           110.4121             5.1399            51.5556\n","     29.041661821937      0.012840929982                cdf>-S/        10687142            23.3494          1852.9741            15.3236           110.3603             4.8335            51.9334\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","73.02 0.0 0.25*x0 + 0.25*x1 + 0.25*x2 + 0.25*x3 + 0.25*x4 + 0.25*x5 + 0.25*x6 + 0.25*x7 + 0.25*x8 + 0.25*x9\n","\n","Training a NN on the data... \n","\n","NN loss:  (tensor(0.0793, device='cuda:0', grad_fn=<DivBackward0>), SimpleNet(\n","  (linear1): Linear(in_features=10, out_features=128, bias=True)\n","  (linear2): Linear(in_features=128, out_features=128, bias=True)\n","  (linear3): Linear(in_features=128, out_features=64, bias=True)\n","  (linear4): Linear(in_features=64, out_features=64, bias=True)\n","  (linear5): Linear(in_features=64, out_features=1, bias=True)\n",")) \n","\n","Checking for symmetries...\n","\n","Checking for separabilities...\n","\n","Checking for compositionality...\n","Trying to solve mysteries with brute force...\n","Trying to solve results/gradients_comp_F1.txt_train.txt\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....      10\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghij\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling and normalizin\n"," Searching for best fit...\n","     29.999999599504                      P               1             0.0000        239999.9968        999970.0000             0.0000             0.0000          8000.0000\n","     29.592065358235                      a               2             1.0000        236737.5229             0.4079             0.0000             0.0032          8000.0000\n","     29.485285494500                      d               5             2.3219        235884.6059             0.1068             0.0000             0.0023          4800.3999\n","     29.443225015459                      g               8             3.0000        235548.8001             0.0421             0.0000             0.0023          4000.5000\n","     29.402628681560                    ig*             318             8.3129        235229.3423             0.0406             0.0000             0.0051           143.1038\n","     29.378857244649                    gd/             525             9.0362        235039.8941             0.0238             0.0000             0.0027           106.1714\n","     29.344343153244                  gfd/*           32447            14.9858        234769.7310             0.0345             0.0000             0.0017             4.7262\n","     29.327399275356                 hgd/L/          749802            19.5161        234638.7104             0.0169             0.0000             0.0090             2.2584\n","     29.298734293641                dggb-+/         7202739            22.7801        234412.6545             0.0287             0.0000             0.0002             2.2244\n","     29.268094090179                dchRS**         8009402            22.9333        234167.6860             0.0306             0.0000             0.0007             2.1702\n","\n","Checking for generalized symmetry...\n","identify_decompositions ./ F1.txt_train\n","Trying (0, 1)\n","(-0.10955237531004114, (0, 1))\n","Trying (0, 2)\n","(-0.08391698673054437, (0, 2))\n","Trying (0, 3)\n","(-0.13023517628044035, (0, 3))\n","Trying (0, 4)\n","(-0.11632547056744613, (0, 4))\n","Trying (0, 5)\n","(-0.08895428161881569, (0, 5))\n","Trying (0, 6)\n","(-0.06061753509479351, (0, 6))\n","Trying (0, 7)\n","(-0.07569343105146398, (0, 7))\n","Trying (0, 8)\n","(-0.12112466201013927, (0, 8))\n","Trying (0, 9)\n","(-0.13265178040782177, (0, 9))\n","Trying (1, 2)\n","(-0.06692253203658394, (1, 2))\n","Trying (1, 3)\n","(-0.12431955449552096, (1, 3))\n","Trying (1, 4)\n","(-0.12305704227295222, (1, 4))\n","Trying (1, 5)\n","(-0.09716152098733744, (1, 5))\n","Trying (1, 6)\n","(-0.07062786581462499, (1, 6))\n","Trying (1, 7)\n","(-0.08928778464094389, (1, 7))\n","Trying (1, 8)\n","(-0.11146598478547776, (1, 8))\n","Trying (1, 9)\n","(-0.10864202546450458, (1, 9))\n","Trying (2, 3)\n","(-0.09890083586843557, (2, 3))\n","Trying (2, 4)\n","(-0.10258738467910333, (2, 4))\n","Trying (2, 5)\n","(-0.08751466206903713, (2, 5))\n","Trying (2, 6)\n","(-0.10303248665864562, (2, 6))\n","Trying (2, 7)\n","(-0.06109452797093218, (2, 7))\n","Trying (2, 8)\n","(-0.06931549066468912, (2, 8))\n","Trying (2, 9)\n","(-0.09527183985091037, (2, 9))\n","Trying (3, 4)\n","(-0.12971661142809632, (3, 4))\n","Trying (3, 5)\n","(-0.08399861726843982, (3, 5))\n","Trying (3, 6)\n","(-0.09357097485673516, (3, 6))\n","Trying (3, 7)\n","(-0.06641644772376842, (3, 7))\n","Trying (3, 8)\n","(-0.11515510260452494, (3, 8))\n","Trying (3, 9)\n","(-0.11859677145385511, (3, 9))\n","Trying (4, 5)\n","(-0.10106263575021868, (4, 5))\n","Trying (4, 6)\n","(-0.10555571733555669, (4, 6))\n","Trying (4, 7)\n","(-0.09241468653043672, (4, 7))\n","Trying (4, 8)\n","(-0.0938700065261554, (4, 8))\n","Trying (4, 9)\n","(-0.05171022389175417, (4, 9))\n","Trying (5, 6)\n","(-0.10920143389052117, (5, 6))\n","Trying (5, 7)\n","(-0.0716093499687892, (5, 7))\n","Trying (5, 8)\n","(-0.10254736420881433, (5, 8))\n","Trying (5, 9)\n","(-0.10269021081135343, (5, 9))\n","Trying (6, 7)\n","(-0.0837958424090115, (6, 7))\n","Trying (6, 8)\n","(-0.12348653339171334, (6, 8))\n","Trying (6, 9)\n","(-0.10991972293441687, (6, 9))\n","Trying (7, 8)\n","(-0.07410774299200629, (7, 8))\n","Trying (7, 9)\n","(-0.05077761632969613, (7, 9))\n","Trying (8, 9)\n","(-0.10497861309612855, (8, 9))\n","Trying (0, 1, 2)\n","(-0.4395524406615199, (0, 1, 2))\n","Trying (0, 1, 3)\n","(-0.4936683961372056, (0, 1, 3))\n","Trying (0, 1, 4)\n","(-0.5051937148920567, (0, 1, 4))\n","Trying (0, 1, 5)\n","(-0.47480548346568474, (0, 1, 5))\n","Trying (0, 1, 6)\n","(-0.4403097747065481, (0, 1, 6))\n","Trying (0, 1, 7)\n","(-0.4783833140921958, (0, 1, 7))\n","Trying (0, 1, 8)\n","(-0.482422545307471, (0, 1, 8))\n","Trying (0, 1, 9)\n","(-0.49141260192979175, (0, 1, 9))\n","Trying (0, 2, 3)\n","(-0.4753792749243165, (0, 2, 3))\n","Trying (0, 2, 4)\n","(-0.4951057984414554, (0, 2, 4))\n","Trying (0, 2, 5)\n","(-0.468678745663954, (0, 2, 5))\n","Trying (0, 2, 6)\n","(-0.4736693920439541, (0, 2, 6))\n","Trying (0, 2, 7)\n","(-0.45567543030971375, (0, 2, 7))\n","Trying (0, 2, 8)\n","(-0.4667615555624077, (0, 2, 8))\n","Trying (0, 2, 9)\n","(-0.491439438906236, (0, 2, 9))\n","Trying (0, 3, 4)\n","(-0.51966947712718, (0, 3, 4))\n","Trying (0, 3, 5)\n","(-0.4683017865547182, (0, 3, 5))\n","Trying (0, 3, 6)\n","(-0.4603532842121438, (0, 3, 6))\n","Trying (0, 3, 7)\n","(-0.442922139956917, (0, 3, 7))\n","Trying (0, 3, 8)\n","(-0.5066004517822563, (0, 3, 8))\n","Trying (0, 3, 9)\n","(-0.5093319010107302, (0, 3, 9))\n","Trying (0, 4, 5)\n","(-0.4901212090142082, (0, 4, 5))\n","Trying (0, 4, 6)\n","(-0.4848366704836268, (0, 4, 6))\n","Trying (0, 4, 7)\n","(-0.47046450883996616, (0, 4, 7))\n","Trying (0, 4, 8)\n","(-0.4959596449732006, (0, 4, 8))\n","Trying (0, 4, 9)\n","(-0.4511708063709966, (0, 4, 9))\n","Trying (0, 5, 6)\n","(-0.4734326438103953, (0, 5, 6))\n","Trying (0, 5, 7)\n","(-0.46452961982645885, (0, 5, 7))\n","Trying (0, 5, 8)\n","(-0.4945488218435754, (0, 5, 8))\n","Trying (0, 5, 9)\n","(-0.492199534191769, (0, 5, 9))\n","Trying (0, 6, 7)\n","(-0.4526348881238489, (0, 6, 7))\n","Trying (0, 6, 8)\n","(-0.4892027741491908, (0, 6, 8))\n","Trying (0, 6, 9)\n","(-0.4750820546348423, (0, 6, 9))\n","Trying (0, 7, 8)\n","(-0.4738506053180837, (0, 7, 8))\n","Trying (0, 7, 9)\n","(-0.46412950030734507, (0, 7, 9))\n","Trying (0, 8, 9)\n","(-0.4997671616887333, (0, 8, 9))\n","Trying (1, 2, 3)\n","(-0.47550569285152333, (1, 2, 3))\n","Trying (1, 2, 4)\n","(-0.4613106144694118, (1, 2, 4))\n","Trying (1, 2, 5)\n","(-0.4353738349301644, (1, 2, 5))\n","Trying (1, 2, 6)\n","(-0.4352885364712693, (1, 2, 6))\n","Trying (1, 2, 7)\n","(-0.4370057601582183, (1, 2, 7))\n","Trying (1, 2, 8)\n","(-0.4654319378296712, (1, 2, 8))\n","Trying (1, 2, 9)\n","(-0.4823775813075505, (1, 2, 9))\n","Trying (1, 3, 4)\n","(-0.5243608171486497, (1, 3, 4))\n","Trying (1, 3, 5)\n","(-0.49160674589638337, (1, 3, 5))\n","Trying (1, 3, 6)\n","(-0.4749572129623013, (1, 3, 6))\n","Trying (1, 3, 7)\n","(-0.47612576086360126, (1, 3, 7))\n","Trying (1, 3, 8)\n","(-0.5172866835363125, (1, 3, 8))\n","Trying (1, 3, 9)\n","(-0.508803899771393, (1, 3, 9))\n","Trying (1, 4, 5)\n","(-0.47519970673422784, (1, 4, 5))\n","Trying (1, 4, 6)\n","(-0.472727425609045, (1, 4, 6))\n","Trying (1, 4, 7)\n","(-0.4678803368639343, (1, 4, 7))\n","Trying (1, 4, 8)\n","(-0.5034181882707705, (1, 4, 8))\n","Trying (1, 4, 9)\n","(-0.46170890328263764, (1, 4, 9))\n","Trying (1, 5, 6)\n","(-0.46955913882370226, (1, 5, 6))\n","Trying (1, 5, 7)\n","(-0.46724309356611526, (1, 5, 7))\n","Trying (1, 5, 8)\n","(-0.503227232105755, (1, 5, 8))\n","Trying (1, 5, 9)\n","(-0.49332496246270163, (1, 5, 9))\n","Trying (1, 6, 7)\n","(-0.45941351117497753, (1, 6, 7))\n","Trying (1, 6, 8)\n","(-0.48146990005814044, (1, 6, 8))\n","Trying (1, 6, 9)\n","(-0.48781290022530427, (1, 6, 9))\n","Trying (1, 7, 8)\n","(-0.46061814388403116, (1, 7, 8))\n","Trying (1, 7, 9)\n","(-0.4814573474363121, (1, 7, 9))\n","Trying (1, 8, 9)\n","(-0.5048354289203243, (1, 8, 9))\n","Trying (2, 3, 4)\n","(-0.49912678040643443, (2, 3, 4))\n","Trying (2, 3, 5)\n","(-0.4648023691432251, (2, 3, 5))\n","Trying (2, 3, 6)\n","(-0.4757552449936109, (2, 3, 6))\n","Trying (2, 3, 7)\n","(-0.44339710120181347, (2, 3, 7))\n","Trying (2, 3, 8)\n","(-0.47225151397389, (2, 3, 8))\n","Trying (2, 3, 9)\n","(-0.4915168503722112, (2, 3, 9))\n","Trying (2, 4, 5)\n","(-0.4776512723685754, (2, 4, 5))\n","Trying (2, 4, 6)\n","(-0.49084233241919095, (2, 4, 6))\n","Trying (2, 4, 7)\n","(-0.4731453756106939, (2, 4, 7))\n","Trying (2, 4, 8)\n","(-0.4724316526203228, (2, 4, 8))\n","Trying (2, 4, 9)\n","(-0.4456533362320881, (2, 4, 9))\n","Trying (2, 5, 6)\n","(-0.47844906636034323, (2, 5, 6))\n","Trying (2, 5, 7)\n","(-0.4481545638673183, (2, 5, 7))\n","Trying (2, 5, 8)\n","(-0.4577935515581455, (2, 5, 8))\n","Trying (2, 5, 9)\n","(-0.48702818757872807, (2, 5, 9))\n","Trying (2, 6, 7)\n","(-0.4514018375907125, (2, 6, 7))\n","Trying (2, 6, 8)\n","(-0.47382214542448087, (2, 6, 8))\n","Trying (2, 6, 9)\n","(-0.4775478510806763, (2, 6, 9))\n","Trying (2, 7, 8)\n","(-0.43468669480862476, (2, 7, 8))\n","Trying (2, 7, 9)\n","(-0.46427766770651413, (2, 7, 9))\n","Trying (2, 8, 9)\n","(-0.4693907731265299, (2, 8, 9))\n","Trying (3, 4, 5)\n","(-0.4758274846304562, (3, 4, 5))\n","Trying (3, 4, 6)\n","(-0.47906292764969993, (3, 4, 6))\n","Trying (3, 4, 7)\n","(-0.47053943921614416, (3, 4, 7))\n","Trying (3, 4, 8)\n","(-0.4901266400034936, (3, 4, 8))\n","Trying (3, 4, 9)\n","(-0.46714915942104135, (3, 4, 9))\n","Trying (3, 5, 6)\n","(-0.46763014278135406, (3, 5, 6))\n","Trying (3, 5, 7)\n","(-0.42439397370977644, (3, 5, 7))\n","Trying (3, 5, 8)\n","(-0.4823868551077919, (3, 5, 8))\n","Trying (3, 5, 9)\n","(-0.4797827198623847, (3, 5, 9))\n","Trying (3, 6, 7)\n","(-0.449489108175179, (3, 6, 7))\n","Trying (3, 6, 8)\n","(-0.48662573067441806, (3, 6, 8))\n","Trying (3, 6, 9)\n","(-0.48801578179436955, (3, 6, 9))\n","Trying (3, 7, 8)\n","(-0.4634460906786881, (3, 7, 8))\n","Trying (3, 7, 9)\n","(-0.4526931349870064, (3, 7, 9))\n","Trying (3, 8, 9)\n","(-0.5102221055516861, (3, 8, 9))\n","Trying (4, 5, 6)\n","(-0.4858978250482124, (4, 5, 6))\n","Trying (4, 5, 7)\n","(-0.46071131105391516, (4, 5, 7))\n","Trying (4, 5, 8)\n","(-0.48171788082853395, (4, 5, 8))\n","Trying (4, 5, 9)\n","(-0.44143595601084973, (4, 5, 9))\n","Trying (4, 6, 7)\n","(-0.47301669847267463, (4, 6, 7))\n","Trying (4, 6, 8)\n","(-0.4937191197327299, (4, 6, 8))\n","Trying (4, 6, 9)\n","(-0.45320297914488455, (4, 6, 9))\n","Trying (4, 7, 8)\n","(-0.46169125974158176, (4, 7, 8))\n","Trying (4, 7, 9)\n","(-0.4250441335667987, (4, 7, 9))\n","Trying (4, 8, 9)\n","(-0.45944993442007803, (4, 8, 9))\n","Trying (5, 6, 7)\n","(-0.4534221346295533, (5, 6, 7))\n","Trying (5, 6, 8)\n","(-0.5134293417887424, (5, 6, 8))\n","Trying (5, 6, 9)\n","(-0.5091478019544147, (5, 6, 9))\n","Trying (5, 7, 8)\n","(-0.4685832992723775, (5, 7, 8))\n","Trying (5, 7, 9)\n","(-0.45748123881878877, (5, 7, 9))\n","Trying (5, 8, 9)\n","(-0.49256050792434264, (5, 8, 9))\n","Trying (6, 7, 8)\n","(-0.48021659200647826, (6, 7, 8))\n","Trying (6, 7, 9)\n","(-0.4763516118752439, (6, 7, 9))\n","Trying (6, 8, 9)\n","(-0.515605592996684, (6, 8, 9))\n","Trying (7, 8, 9)\n","(-0.4637135658091887, (7, 8, 9))\n","Trying (0, 1, 2, 3)\n","(-0.7779894041098155, (0, 1, 2, 3))\n","Trying (0, 1, 2, 4)\n","(-0.7844117361758212, (0, 1, 2, 4))\n","Trying (0, 1, 2, 5)\n","(-0.7539799279219489, (0, 1, 2, 5))\n","Trying (0, 1, 2, 6)\n","(-0.7473196694662226, (0, 1, 2, 6))\n","Trying (0, 1, 2, 7)\n","(-0.7659210499161074, (0, 1, 2, 7))\n","Trying (0, 1, 2, 8)\n","(-0.7712616166948003, (0, 1, 2, 8))\n","Trying (0, 1, 2, 9)\n","(-0.7822586474241123, (0, 1, 2, 9))\n","Trying (0, 1, 3, 4)\n","(-0.8254526741035989, (0, 1, 3, 4))\n","Trying (0, 1, 3, 5)\n","(-0.7982381246210865, (0, 1, 3, 5))\n","Trying (0, 1, 3, 6)\n","(-0.7826654725914799, (0, 1, 3, 6))\n","Trying (0, 1, 3, 7)\n","(-0.7937483896694154, (0, 1, 3, 7))\n","Trying (0, 1, 3, 8)\n","(-0.8232680702881798, (0, 1, 3, 8))\n","Trying (0, 1, 3, 9)\n","(-0.8236378332758632, (0, 1, 3, 9))\n","Trying (0, 1, 4, 5)\n","(-0.8057336962718205, (0, 1, 4, 5))\n","Trying (0, 1, 4, 6)\n","(-0.772798034340383, (0, 1, 4, 6))\n","Trying (0, 1, 4, 7)\n","(-0.8208932870584502, (0, 1, 4, 7))\n","Trying (0, 1, 4, 8)\n","(-0.8257053224302874, (0, 1, 4, 8))\n","Trying (0, 1, 4, 9)\n","(-0.7986496848049814, (0, 1, 4, 9))\n","Trying (0, 1, 5, 6)\n","(-0.7676888763969762, (0, 1, 5, 6))\n","Trying (0, 1, 5, 7)\n","(-0.7921224625393753, (0, 1, 5, 7))\n","Trying (0, 1, 5, 8)\n","(-0.8127489059234508, (0, 1, 5, 8))\n","Trying (0, 1, 5, 9)\n","(-0.8019689161319914, (0, 1, 5, 9))\n","Trying (0, 1, 6, 7)\n","(-0.7764818613372143, (0, 1, 6, 7))\n","Trying (0, 1, 6, 8)\n","(-0.7852812224225711, (0, 1, 6, 8))\n","Trying (0, 1, 6, 9)\n","(-0.7822633023327358, (0, 1, 6, 9))\n","Trying (0, 1, 7, 8)\n","(-0.8022347800770709, (0, 1, 7, 8))\n","Trying (0, 1, 7, 9)\n","(-0.8076993941238255, (0, 1, 7, 9))\n","Trying (0, 1, 8, 9)\n","(-0.8213922533106204, (0, 1, 8, 9))\n","Trying (0, 2, 3, 4)\n","(-0.8174892602968903, (0, 2, 3, 4))\n","Trying (0, 2, 3, 5)\n","(-0.7945554600458302, (0, 2, 3, 5))\n","Trying (0, 2, 3, 6)\n","(-0.7832888283262287, (0, 2, 3, 6))\n","Trying (0, 2, 3, 7)\n","(-0.7768533623560957, (0, 2, 3, 7))\n","Trying (0, 2, 3, 8)\n","(-0.8037463029677158, (0, 2, 3, 8))\n","Trying (0, 2, 3, 9)\n","(-0.8064470271644619, (0, 2, 3, 9))\n","Trying (0, 2, 4, 5)\n","(-0.7978026729207766, (0, 2, 4, 5))\n","Trying (0, 2, 4, 6)\n","(-0.801361423262182, (0, 2, 4, 6))\n","Trying (0, 2, 4, 7)\n","(-0.8034718946625932, (0, 2, 4, 7))\n","Trying (0, 2, 4, 8)\n","(-0.8191456691883408, (0, 2, 4, 8))\n","Trying (0, 2, 4, 9)\n","(-0.7801821326837299, (0, 2, 4, 9))\n","Trying (0, 2, 5, 6)\n","(-0.7800659810245311, (0, 2, 5, 6))\n","Trying (0, 2, 5, 7)\n","(-0.7861165755620322, (0, 2, 5, 7))\n","Trying (0, 2, 5, 8)\n","(-0.8018629177739769, (0, 2, 5, 8))\n","Trying (0, 2, 5, 9)\n","(-0.8014283438744003, (0, 2, 5, 9))\n","Trying (0, 2, 6, 7)\n","(-0.7740198608284862, (0, 2, 6, 7))\n","Trying (0, 2, 6, 8)\n","(-0.7820419667755488, (0, 2, 6, 8))\n","Trying (0, 2, 6, 9)\n","(-0.8073494637872427, (0, 2, 6, 9))\n","Trying (0, 2, 7, 8)\n","(-0.7602336287138711, (0, 2, 7, 8))\n","Trying (0, 2, 7, 9)\n","(-0.7912921319407829, (0, 2, 7, 9))\n","Trying (0, 2, 8, 9)\n","(-0.8041547566042275, (0, 2, 8, 9))\n","Trying (0, 3, 4, 5)\n","(-0.8049306058631672, (0, 3, 4, 5))\n","Trying (0, 3, 4, 6)\n","(-0.8000086546720883, (0, 3, 4, 6))\n","Trying (0, 3, 4, 7)\n","(-0.8150706490508146, (0, 3, 4, 7))\n","Trying (0, 3, 4, 8)\n","(-0.821868171877566, (0, 3, 4, 8))\n","Trying (0, 3, 4, 9)\n","(-0.8137574274846684, (0, 3, 4, 9))\n","Trying (0, 3, 5, 6)\n","(-0.7963681567572, (0, 3, 5, 6))\n","Trying (0, 3, 5, 7)\n","(-0.7714403964305616, (0, 3, 5, 7))\n","Trying (0, 3, 5, 8)\n","(-0.8046409692131015, (0, 3, 5, 8))\n","Trying (0, 3, 5, 9)\n","(-0.808040286648523, (0, 3, 5, 9))\n","Trying (0, 3, 6, 7)\n","(-0.7768768820732929, (0, 3, 6, 7))\n","Trying (0, 3, 6, 8)\n","(-0.7859051922231105, (0, 3, 6, 8))\n","Trying (0, 3, 6, 9)\n","(-0.8048433656554389, (0, 3, 6, 9))\n","Trying (0, 3, 7, 8)\n","(-0.7949842597472533, (0, 3, 7, 8))\n","Trying (0, 3, 7, 9)\n","(-0.7882395404405002, (0, 3, 7, 9))\n","Trying (0, 3, 8, 9)\n","(-0.8239835218204217, (0, 3, 8, 9))\n","Trying (0, 4, 5, 6)\n","(-0.8017796578655834, (0, 4, 5, 6))\n","Trying (0, 4, 5, 7)\n","(-0.8044842209854952, (0, 4, 5, 7))\n","Trying (0, 4, 5, 8)\n","(-0.8167749916219043, (0, 4, 5, 8))\n","Trying (0, 4, 5, 9)\n","(-0.7855622440018015, (0, 4, 5, 9))\n","Trying (0, 4, 6, 7)\n","(-0.7924267894557488, (0, 4, 6, 7))\n","Trying (0, 4, 6, 8)\n","(-0.8254128394670796, (0, 4, 6, 8))\n","Trying (0, 4, 6, 9)\n","(-0.7845424458294369, (0, 4, 6, 9))\n","Trying (0, 4, 7, 8)\n","(-0.7995835176197068, (0, 4, 7, 8))\n","Trying (0, 4, 7, 9)\n","(-0.7796771033547343, (0, 4, 7, 9))\n","Trying (0, 4, 8, 9)\n","(-0.7883061646035306, (0, 4, 8, 9))\n","Trying (0, 5, 6, 7)\n","(-0.7797980756154385, (0, 5, 6, 7))\n","Trying (0, 5, 6, 8)\n","(-0.8180058320306958, (0, 5, 6, 8))\n","Trying (0, 5, 6, 9)\n","(-0.8160030418515138, (0, 5, 6, 9))\n","Trying (0, 5, 7, 8)\n","(-0.7917988588709836, (0, 5, 7, 8))\n","Trying (0, 5, 7, 9)\n","(-0.7952818143831247, (0, 5, 7, 9))\n","Trying (0, 5, 8, 9)\n","(-0.8315489501737429, (0, 5, 8, 9))\n","Trying (0, 6, 7, 8)\n","(-0.7907673956067022, (0, 6, 7, 8))\n","Trying (0, 6, 7, 9)\n","(-0.7897680082987995, (0, 6, 7, 9))\n","Trying (0, 6, 8, 9)\n","(-0.8192115498267243, (0, 6, 8, 9))\n","Trying (0, 7, 8, 9)\n","(-0.8004396998375709, (0, 7, 8, 9))\n","Trying (1, 2, 3, 4)\n","(-0.8121437246090801, (1, 2, 3, 4))\n","Trying (1, 2, 3, 5)\n","(-0.78824020587535, (1, 2, 3, 5))\n","Trying (1, 2, 3, 6)\n","(-0.7461353188688662, (1, 2, 3, 6))\n","Trying (1, 2, 3, 7)\n","(-0.7780456084986472, (1, 2, 3, 7))\n","Trying (1, 2, 3, 8)\n","(-0.7916683523158599, (1, 2, 3, 8))\n","Trying (1, 2, 3, 9)\n","(-0.8067720246338081, (1, 2, 3, 9))\n","Trying (1, 2, 4, 5)\n","(-0.7754877118400296, (1, 2, 4, 5))\n","Trying (1, 2, 4, 6)\n","(-0.7700044211933572, (1, 2, 4, 6))\n","Trying (1, 2, 4, 7)\n","(-0.7809785582068478, (1, 2, 4, 7))\n","Trying (1, 2, 4, 8)\n","(-0.7908502620479873, (1, 2, 4, 8))\n","Trying (1, 2, 4, 9)\n","(-0.7795272855655497, (1, 2, 4, 9))\n","Trying (1, 2, 5, 6)\n","(-0.7597365633590349, (1, 2, 5, 6))\n","Trying (1, 2, 5, 7)\n","(-0.7510986857856964, (1, 2, 5, 7))\n","Trying (1, 2, 5, 8)\n","(-0.7759112638404014, (1, 2, 5, 8))\n","Trying (1, 2, 5, 9)\n","(-0.7884434940431513, (1, 2, 5, 9))\n","Trying (1, 2, 6, 7)\n","(-0.7589812412865903, (1, 2, 6, 7))\n","Trying (1, 2, 6, 8)\n","(-0.7547273217049677, (1, 2, 6, 8))\n","Trying (1, 2, 6, 9)\n","(-0.777411886954071, (1, 2, 6, 9))\n","Trying (1, 2, 7, 8)\n","(-0.7615699618880719, (1, 2, 7, 8))\n","Trying (1, 2, 7, 9)\n","(-0.7725576175380644, (1, 2, 7, 9))\n","Trying (1, 2, 8, 9)\n","(-0.8014859681402821, (1, 2, 8, 9))\n","Trying (1, 3, 4, 5)\n","(-0.8150134517503305, (1, 3, 4, 5))\n","Trying (1, 3, 4, 6)\n","(-0.7896279691662089, (1, 3, 4, 6))\n","Trying (1, 3, 4, 7)\n","(-0.8058188236904882, (1, 3, 4, 7))\n","Trying (1, 3, 4, 8)\n","(-0.8295647128012785, (1, 3, 4, 8))\n","Trying (1, 3, 4, 9)\n","(-0.8108691249726454, (1, 3, 4, 9))\n","Trying (1, 3, 5, 6)\n","(-0.7770561585761349, (1, 3, 5, 6))\n","Trying (1, 3, 5, 7)\n","(-0.7745362500757077, (1, 3, 5, 7))\n","Trying (1, 3, 5, 8)\n","(-0.8221480501536776, (1, 3, 5, 8))\n","Trying (1, 3, 5, 9)\n","(-0.8269715723819374, (1, 3, 5, 9))\n","Trying (1, 3, 6, 7)\n","(-0.7741667456733973, (1, 3, 6, 7))\n","Trying (1, 3, 6, 8)\n","(-0.7914353108264127, (1, 3, 6, 8))\n","Trying (1, 3, 6, 9)\n","(-0.799906653792158, (1, 3, 6, 9))\n","Trying (1, 3, 7, 8)\n","(-0.790813167656026, (1, 3, 7, 8))\n","Trying (1, 3, 7, 9)\n","(-0.8030069144892428, (1, 3, 7, 9))\n","Trying (1, 3, 8, 9)\n","(-0.8355341831502449, (1, 3, 8, 9))\n","Trying (1, 4, 5, 6)\n","(-0.7896845415121315, (1, 4, 5, 6))\n","Trying (1, 4, 5, 7)\n","(-0.7912558765265791, (1, 4, 5, 7))\n","Trying (1, 4, 5, 8)\n","(-0.821731191905925, (1, 4, 5, 8))\n","Trying (1, 4, 5, 9)\n","(-0.7769370836829989, (1, 4, 5, 9))\n","Trying (1, 4, 6, 7)\n","(-0.7864363970548431, (1, 4, 6, 7))\n","Trying (1, 4, 6, 8)\n","(-0.802450064371202, (1, 4, 6, 8))\n","Trying (1, 4, 6, 9)\n","(-0.774029045798624, (1, 4, 6, 9))\n","Trying (1, 4, 7, 8)\n","(-0.7918454182881155, (1, 4, 7, 8))\n","Trying (1, 4, 7, 9)\n","(-0.7704278460380822, (1, 4, 7, 9))\n","Trying (1, 4, 8, 9)\n","(-0.7891150687714787, (1, 4, 8, 9))\n","Trying (1, 5, 6, 7)\n","(-0.7877807658568435, (1, 5, 6, 7))\n","Trying (1, 5, 6, 8)\n","(-0.8043610766383694, (1, 5, 6, 8))\n","Trying (1, 5, 6, 9)\n","(-0.8050073577719623, (1, 5, 6, 9))\n","Trying (1, 5, 7, 8)\n","(-0.7835832570561045, (1, 5, 7, 8))\n","Trying (1, 5, 7, 9)\n","(-0.7825491719588042, (1, 5, 7, 9))\n","Trying (1, 5, 8, 9)\n","(-0.8261352498091177, (1, 5, 8, 9))\n","Trying (1, 6, 7, 8)\n","(-0.7887938583154375, (1, 6, 7, 8))\n","Trying (1, 6, 7, 9)\n","(-0.7968680886490525, (1, 6, 7, 9))\n","Trying (1, 6, 8, 9)\n","(-0.8179813624898841, (1, 6, 8, 9))\n","Trying (1, 7, 8, 9)\n","(-0.7958582130171632, (1, 7, 8, 9))\n","Trying (2, 3, 4, 5)\n","(-0.7891217597732343, (2, 3, 4, 5))\n","Trying (2, 3, 4, 6)\n","(-0.7999470868670749, (2, 3, 4, 6))\n","Trying (2, 3, 4, 7)\n","(-0.8015040449870419, (2, 3, 4, 7))\n","Trying (2, 3, 4, 8)\n","(-0.8081759515683917, (2, 3, 4, 8))\n","Trying (2, 3, 4, 9)\n","(-0.7963827591770082, (2, 3, 4, 9))\n","Trying (2, 3, 5, 6)\n","(-0.7969342074878979, (2, 3, 5, 6))\n","Trying (2, 3, 5, 7)\n","(-0.7692336736487316, (2, 3, 5, 7))\n","Trying (2, 3, 5, 8)\n","(-0.7951875099138931, (2, 3, 5, 8))\n","Trying (2, 3, 5, 9)\n","(-0.810897215252217, (2, 3, 5, 9))\n","Trying (2, 3, 6, 7)\n","(-0.7731110311007591, (2, 3, 6, 7))\n","Trying (2, 3, 6, 8)\n","(-0.7831561576110899, (2, 3, 6, 8))\n","Trying (2, 3, 6, 9)\n","(-0.7986726775912099, (2, 3, 6, 9))\n","Trying (2, 3, 7, 8)\n","(-0.751603105460789, (2, 3, 7, 8))\n","Trying (2, 3, 7, 9)\n","(-0.7900382150869973, (2, 3, 7, 9))\n","Trying (2, 3, 8, 9)\n","(-0.8015313838392667, (2, 3, 8, 9))\n","Trying (2, 4, 5, 6)\n","(-0.785781598950577, (2, 4, 5, 6))\n","Trying (2, 4, 5, 7)\n","(-0.789689861305712, (2, 4, 5, 7))\n","Trying (2, 4, 5, 8)\n","(-0.8031817488579192, (2, 4, 5, 8))\n","Trying (2, 4, 5, 9)\n","(-0.7771692664847833, (2, 4, 5, 9))\n","Trying (2, 4, 6, 7)\n","(-0.785122739822746, (2, 4, 6, 7))\n","Trying (2, 4, 6, 8)\n","(-0.7886512207610447, (2, 4, 6, 8))\n","Trying (2, 4, 6, 9)\n","(-0.7808508235619608, (2, 4, 6, 9))\n","Trying (2, 4, 7, 8)\n","(-0.7718932218207227, (2, 4, 7, 8))\n","Trying (2, 4, 7, 9)\n","(-0.7745546335430453, (2, 4, 7, 9))\n","Trying (2, 4, 8, 9)\n","(-0.77696687443748, (2, 4, 8, 9))\n","Trying (2, 5, 6, 7)\n","(-0.7818806621555936, (2, 5, 6, 7))\n","Trying (2, 5, 6, 8)\n","(-0.7990352367272148, (2, 5, 6, 8))\n","Trying (2, 5, 6, 9)\n","(-0.8106405895499205, (2, 5, 6, 9))\n","Trying (2, 5, 7, 8)\n","(-0.7694631198829404, (2, 5, 7, 8))\n","Trying (2, 5, 7, 9)\n","(-0.7856220765245294, (2, 5, 7, 9))\n","Trying (2, 5, 8, 9)\n","(-0.7985758602995718, (2, 5, 8, 9))\n","Trying (2, 6, 7, 8)\n","(-0.7655118651244324, (2, 6, 7, 8))\n","Trying (2, 6, 7, 9)\n","(-0.7878525869935993, (2, 6, 7, 9))\n","Trying (2, 6, 8, 9)\n","(-0.8148019108387125, (2, 6, 8, 9))\n","Trying (2, 7, 8, 9)\n","(-0.7739389416290874, (2, 7, 8, 9))\n","Trying (3, 4, 5, 6)\n","(-0.7947543345193419, (3, 4, 5, 6))\n","Trying (3, 4, 5, 7)\n","(-0.7664854905617878, (3, 4, 5, 7))\n","Trying (3, 4, 5, 8)\n","(-0.8096906952848031, (3, 4, 5, 8))\n","Trying (3, 4, 5, 9)\n","(-0.769547369477944, (3, 4, 5, 9))\n","Trying (3, 4, 6, 7)\n","(-0.7913309538294424, (3, 4, 6, 7))\n","Trying (3, 4, 6, 8)\n","(-0.8055441514332529, (3, 4, 6, 8))\n","Trying (3, 4, 6, 9)\n","(-0.7724806946439191, (3, 4, 6, 9))\n","Trying (3, 4, 7, 8)\n","(-0.7933961329222067, (3, 4, 7, 8))\n","Trying (3, 4, 7, 9)\n","(-0.7677418836690343, (3, 4, 7, 9))\n","Trying (3, 4, 8, 9)\n","(-0.7963760951940595, (3, 4, 8, 9))\n","Trying (3, 5, 6, 7)\n","(-0.7789426587375986, (3, 5, 6, 7))\n","Trying (3, 5, 6, 8)\n","(-0.807827461815549, (3, 5, 6, 8))\n","Trying (3, 5, 6, 9)\n","(-0.806126269135236, (3, 5, 6, 9))\n","Trying (3, 5, 7, 8)\n","(-0.7601602462867268, (3, 5, 7, 8))\n","Trying (3, 5, 7, 9)\n","(-0.7616632023409367, (3, 5, 7, 9))\n","Trying (3, 5, 8, 9)\n","(-0.8129865133568442, (3, 5, 8, 9))\n","Trying (3, 6, 7, 8)\n","(-0.770012516925688, (3, 6, 7, 8))\n","Trying (3, 6, 7, 9)\n","(-0.7706953722638904, (3, 6, 7, 9))\n","Trying (3, 6, 8, 9)\n","(-0.8208152793894826, (3, 6, 8, 9))\n","Trying (3, 7, 8, 9)\n","(-0.7785452789589241, (3, 7, 8, 9))\n","Trying (4, 5, 6, 7)\n","(-0.7897388919345613, (4, 5, 6, 7))\n","Trying (4, 5, 6, 8)\n","(-0.8186475317154287, (4, 5, 6, 8))\n","Trying (4, 5, 6, 9)\n","(-0.777976793602351, (4, 5, 6, 9))\n","Trying (4, 5, 7, 8)\n","(-0.7884312926750963, (4, 5, 7, 8))\n","Trying (4, 5, 7, 9)\n","(-0.7672600347492741, (4, 5, 7, 9))\n","Trying (4, 5, 8, 9)\n","(-0.7822489028065398, (4, 5, 8, 9))\n","Trying (4, 6, 7, 8)\n","(-0.7946099789210086, (4, 6, 7, 8))\n","Trying (4, 6, 7, 9)\n","(-0.7641569825069001, (4, 6, 7, 9))\n","Trying (4, 6, 8, 9)\n","(-0.7816789979921869, (4, 6, 8, 9))\n","Trying (4, 7, 8, 9)\n","(-0.7607245279525525, (4, 7, 8, 9))\n","Trying (5, 6, 7, 8)\n","(-0.7862890796312809, (5, 6, 7, 8))\n","Trying (5, 6, 7, 9)\n","(-0.7851788060571997, (5, 6, 7, 9))\n","Trying (5, 6, 8, 9)\n","(-0.8382574778969074, (5, 6, 8, 9))\n","Trying (5, 7, 8, 9)\n","(-0.7926031221357616, (5, 7, 8, 9))\n","Trying (6, 7, 8, 9)\n","(-0.7863059535436885, (6, 7, 8, 9))\n","Trying (0, 1, 2, 3, 4)\n","(-1.096768775540049, (0, 1, 2, 3, 4))\n","Trying (0, 1, 2, 3, 5)\n","(-1.0857631116076831, (0, 1, 2, 3, 5))\n","Trying (0, 1, 2, 3, 6)\n","(-1.0358772997168946, (0, 1, 2, 3, 6))\n","Trying (0, 1, 2, 3, 7)\n","(-1.0799416763154392, (0, 1, 2, 3, 7))\n","Trying (0, 1, 2, 3, 8)\n","(-1.0909508146729585, (0, 1, 2, 3, 8))\n","Trying (0, 1, 2, 3, 9)\n","(-1.1081978344027832, (0, 1, 2, 3, 9))\n","Trying (0, 1, 2, 4, 5)\n","(-1.0840668049042743, (0, 1, 2, 4, 5))\n","Trying (0, 1, 2, 4, 6)\n","(-1.0566155970359017, (0, 1, 2, 4, 6))\n","Trying (0, 1, 2, 4, 7)\n","(-1.083846784533753, (0, 1, 2, 4, 7))\n","Trying (0, 1, 2, 4, 8)\n","(-1.097436230743984, (0, 1, 2, 4, 8))\n","Trying (0, 1, 2, 4, 9)\n","(-1.0658749342711467, (0, 1, 2, 4, 9))\n","Trying (0, 1, 2, 5, 6)\n","(-1.053789208100636, (0, 1, 2, 5, 6))\n","Trying (0, 1, 2, 5, 7)\n","(-1.0716677910933199, (0, 1, 2, 5, 7))\n","Trying (0, 1, 2, 5, 8)\n","(-1.078059482398559, (0, 1, 2, 5, 8))\n","Trying (0, 1, 2, 5, 9)\n","(-1.0836288920851522, (0, 1, 2, 5, 9))\n","Trying (0, 1, 2, 6, 7)\n","(-1.0630137117769025, (0, 1, 2, 6, 7))\n","Trying (0, 1, 2, 6, 8)\n","(-1.0385733067617107, (0, 1, 2, 6, 8))\n","Trying (0, 1, 2, 6, 9)\n","(-1.07464030526774, (0, 1, 2, 6, 9))\n","Trying (0, 1, 2, 7, 8)\n","(-1.0607987061644863, (0, 1, 2, 7, 8))\n","Trying (0, 1, 2, 7, 9)\n","(-1.0779162499352677, (0, 1, 2, 7, 9))\n","Trying (0, 1, 2, 8, 9)\n","(-1.0949674802442035, (0, 1, 2, 8, 9))\n","Trying (0, 1, 3, 4, 5)\n","(-1.1009474871616187, (0, 1, 3, 4, 5))\n","Trying (0, 1, 3, 4, 6)\n","(-1.0774642718878218, (0, 1, 3, 4, 6))\n","Trying (0, 1, 3, 4, 7)\n","(-1.111821312910725, (0, 1, 3, 4, 7))\n","Trying (0, 1, 3, 4, 8)\n","(-1.1226213377265637, (0, 1, 3, 4, 8))\n","Trying (0, 1, 3, 4, 9)\n","(-1.1001663469142349, (0, 1, 3, 4, 9))\n","Trying (0, 1, 3, 5, 6)\n","(-1.071500765466198, (0, 1, 3, 5, 6))\n","Trying (0, 1, 3, 5, 7)\n","(-1.0769890981359391, (0, 1, 3, 5, 7))\n","Trying (0, 1, 3, 5, 8)\n","(-1.1103565307406615, (0, 1, 3, 5, 8))\n","Trying (0, 1, 3, 5, 9)\n","(-1.1150488318767908, (0, 1, 3, 5, 9))\n","Trying (0, 1, 3, 6, 7)\n","(-1.0755390734905204, (0, 1, 3, 6, 7))\n","Trying (0, 1, 3, 6, 8)\n","(-1.0988751467379063, (0, 1, 3, 6, 8))\n","Trying (0, 1, 3, 6, 9)\n","(-1.0920442640889472, (0, 1, 3, 6, 9))\n","Trying (0, 1, 3, 7, 8)\n","(-1.091489761385362, (0, 1, 3, 7, 8))\n","Trying (0, 1, 3, 7, 9)\n","(-1.0921949846680183, (0, 1, 3, 7, 9))\n","Trying (0, 1, 3, 8, 9)\n","(-1.130556172551927, (0, 1, 3, 8, 9))\n","Trying (0, 1, 4, 5, 6)\n","(-1.079707862340415, (0, 1, 4, 5, 6))\n","Trying (0, 1, 4, 5, 7)\n","(-1.0873458189233527, (0, 1, 4, 5, 7))\n","Trying (0, 1, 4, 5, 8)\n","(-1.1113894244867952, (0, 1, 4, 5, 8))\n","Trying (0, 1, 4, 5, 9)\n","(-1.0849802103151298, (0, 1, 4, 5, 9))\n","Trying (0, 1, 4, 6, 7)\n","(-1.09167380931268, (0, 1, 4, 6, 7))\n","Trying (0, 1, 4, 6, 8)\n","(-1.0929268971272985, (0, 1, 4, 6, 8))\n","Trying (0, 1, 4, 6, 9)\n","(-1.0740515065362768, (0, 1, 4, 6, 9))\n","Trying (0, 1, 4, 7, 8)\n","(-1.1076629297899765, (0, 1, 4, 7, 8))\n","Trying (0, 1, 4, 7, 9)\n","(-1.0922780993058985, (0, 1, 4, 7, 9))\n","Trying (0, 1, 4, 8, 9)\n","(-1.09993052294584, (0, 1, 4, 8, 9))\n","Trying (0, 1, 5, 6, 7)\n","(-1.075623142035373, (0, 1, 5, 6, 7))\n","Trying (0, 1, 5, 6, 8)\n","(-1.0982239559529154, (0, 1, 5, 6, 8))\n","Trying (0, 1, 5, 6, 9)\n","(-1.0924552486618075, (0, 1, 5, 6, 9))\n","Trying (0, 1, 5, 7, 8)\n","(-1.0883629766880158, (0, 1, 5, 7, 8))\n","Trying (0, 1, 5, 7, 9)\n","(-1.1053293170382004, (0, 1, 5, 7, 9))\n","Trying (0, 1, 5, 8, 9)\n","(-1.1180525531431127, (0, 1, 5, 8, 9))\n","Trying (0, 1, 6, 7, 8)\n","(-1.0794992267776473, (0, 1, 6, 7, 8))\n","Trying (0, 1, 6, 7, 9)\n","(-1.0882982203761145, (0, 1, 6, 7, 9))\n","Trying (0, 1, 6, 8, 9)\n","(-1.1046657272149523, (0, 1, 6, 8, 9))\n","Trying (0, 1, 7, 8, 9)\n","(-1.1147986501025438, (0, 1, 7, 8, 9))\n","Trying (0, 2, 3, 4, 5)\n","(-1.1129721363831686, (0, 2, 3, 4, 5))\n","Trying (0, 2, 3, 4, 6)\n","(-1.1038654982857656, (0, 2, 3, 4, 6))\n","Trying (0, 2, 3, 4, 7)\n","(-1.1068141658831165, (0, 2, 3, 4, 7))\n","Trying (0, 2, 3, 4, 8)\n","(-1.111691168318611, (0, 2, 3, 4, 8))\n","Trying (0, 2, 3, 4, 9)\n","(-1.1102588138620775, (0, 2, 3, 4, 9))\n","Trying (0, 2, 3, 5, 6)\n","(-1.0806331357988297, (0, 2, 3, 5, 6))\n","Trying (0, 2, 3, 5, 7)\n","(-1.0737149643640354, (0, 2, 3, 5, 7))\n","Trying (0, 2, 3, 5, 8)\n","(-1.0966643601940675, (0, 2, 3, 5, 8))\n","Trying (0, 2, 3, 5, 9)\n","(-1.1135584382860468, (0, 2, 3, 5, 9))\n","Trying (0, 2, 3, 6, 7)\n","(-1.0791033913400194, (0, 2, 3, 6, 7))\n","Trying (0, 2, 3, 6, 8)\n","(-1.0486303589320825, (0, 2, 3, 6, 8))\n","Trying (0, 2, 3, 6, 9)\n","(-1.0938129949201327, (0, 2, 3, 6, 9))\n","Trying (0, 2, 3, 7, 8)\n","(-1.0639688921736696, (0, 2, 3, 7, 8))\n","Trying (0, 2, 3, 7, 9)\n","(-1.0922106503519238, (0, 2, 3, 7, 9))\n","Trying (0, 2, 3, 8, 9)\n","(-1.1139124561718328, (0, 2, 3, 8, 9))\n","Trying (0, 2, 4, 5, 6)\n","(-1.0931279006564316, (0, 2, 4, 5, 6))\n","Trying (0, 2, 4, 5, 7)\n","(-1.1092625010261832, (0, 2, 4, 5, 7))\n","Trying (0, 2, 4, 5, 8)\n","(-1.1064698030125881, (0, 2, 4, 5, 8))\n","Trying (0, 2, 4, 5, 9)\n","(-1.0857200336905408, (0, 2, 4, 5, 9))\n","Trying (0, 2, 4, 6, 7)\n","(-1.1035812130816576, (0, 2, 4, 6, 7))\n","Trying (0, 2, 4, 6, 8)\n","(-1.0985110387717292, (0, 2, 4, 6, 8))\n","Trying (0, 2, 4, 6, 9)\n","(-1.0798661737219155, (0, 2, 4, 6, 9))\n","Trying (0, 2, 4, 7, 8)\n","(-1.0891837268356168, (0, 2, 4, 7, 8))\n","Trying (0, 2, 4, 7, 9)\n","(-1.0882351832148667, (0, 2, 4, 7, 9))\n","Trying (0, 2, 4, 8, 9)\n","(-1.0950888038470383, (0, 2, 4, 8, 9))\n","Trying (0, 2, 5, 6, 7)\n","(-1.0789521670807267, (0, 2, 5, 6, 7))\n","Trying (0, 2, 5, 6, 8)\n","(-1.0900689819929539, (0, 2, 5, 6, 8))\n","Trying (0, 2, 5, 6, 9)\n","(-1.1111309500716233, (0, 2, 5, 6, 9))\n","Trying (0, 2, 5, 7, 8)\n","(-1.0808992686413843, (0, 2, 5, 7, 8))\n","Trying (0, 2, 5, 7, 9)\n","(-1.0957268136774412, (0, 2, 5, 7, 9))\n","Trying (0, 2, 5, 8, 9)\n","(-1.1078090155904499, (0, 2, 5, 8, 9))\n","Trying (0, 2, 6, 7, 8)\n","(-1.0705391995685196, (0, 2, 6, 7, 8))\n","Trying (0, 2, 6, 7, 9)\n","(-1.086683144906882, (0, 2, 6, 7, 9))\n","Trying (0, 2, 6, 8, 9)\n","(-1.09777102179826, (0, 2, 6, 8, 9))\n","Trying (0, 2, 7, 8, 9)\n","(-1.0875202804640736, (0, 2, 7, 8, 9))\n","Trying (0, 3, 4, 5, 6)\n","(-1.0994318574543198, (0, 3, 4, 5, 6))\n","Trying (0, 3, 4, 5, 7)\n","(-1.086910208583209, (0, 3, 4, 5, 7))\n","Trying (0, 3, 4, 5, 8)\n","(-1.1164295896830052, (0, 3, 4, 5, 8))\n","Trying (0, 3, 4, 5, 9)\n","(-1.0897049924817037, (0, 3, 4, 5, 9))\n","Trying (0, 3, 4, 6, 7)\n","(-1.1026969325904905, (0, 3, 4, 6, 7))\n","Trying (0, 3, 4, 6, 8)\n","(-1.097066311828117, (0, 3, 4, 6, 8))\n","Trying (0, 3, 4, 6, 9)\n","(-1.089320571709273, (0, 3, 4, 6, 9))\n","Trying (0, 3, 4, 7, 8)\n","(-1.102312512465485, (0, 3, 4, 7, 8))\n","Trying (0, 3, 4, 7, 9)\n","(-1.0940554213964364, (0, 3, 4, 7, 9))\n","Trying (0, 3, 4, 8, 9)\n","(-1.103232211000341, (0, 3, 4, 8, 9))\n","Trying (0, 3, 5, 6, 7)\n","(-1.0742019540423584, (0, 3, 5, 6, 7))\n","Trying (0, 3, 5, 6, 8)\n","(-1.100580597534536, (0, 3, 5, 6, 8))\n","Trying (0, 3, 5, 6, 9)\n","(-1.1050994038766304, (0, 3, 5, 6, 9))\n","Trying (0, 3, 5, 7, 8)\n","(-1.082591262620728, (0, 3, 5, 7, 8))\n","Trying (0, 3, 5, 7, 9)\n","(-1.0809501563797244, (0, 3, 5, 7, 9))\n","Trying (0, 3, 5, 8, 9)\n","(-1.1241431182204769, (0, 3, 5, 8, 9))\n","Trying (0, 3, 6, 7, 8)\n","(-1.0725904131010404, (0, 3, 6, 7, 8))\n","Trying (0, 3, 6, 7, 9)\n","(-1.089061207586537, (0, 3, 6, 7, 9))\n","Trying (0, 3, 6, 8, 9)\n","(-1.106419275887338, (0, 3, 6, 8, 9))\n","Trying (0, 3, 7, 8, 9)\n","(-1.1025226545977782, (0, 3, 7, 8, 9))\n","Trying (0, 4, 5, 6, 7)\n","(-1.1039260972725957, (0, 4, 5, 6, 7))\n","Trying (0, 4, 5, 6, 8)\n","(-1.127972451379919, (0, 4, 5, 6, 8))\n","Trying (0, 4, 5, 6, 9)\n","(-1.0877904976302424, (0, 4, 5, 6, 9))\n","Trying (0, 4, 5, 7, 8)\n","(-1.101853146669243, (0, 4, 5, 7, 8))\n","Trying (0, 4, 5, 7, 9)\n","(-1.0840546560172513, (0, 4, 5, 7, 9))\n","Trying (0, 4, 5, 8, 9)\n","(-1.1045168849695173, (0, 4, 5, 8, 9))\n","Trying (0, 4, 6, 7, 8)\n","(-1.1004554476724284, (0, 4, 6, 7, 8))\n","Trying (0, 4, 6, 7, 9)\n","(-1.0852551656566227, (0, 4, 6, 7, 9))\n","Trying (0, 4, 6, 8, 9)\n","(-1.0950491587409141, (0, 4, 6, 8, 9))\n","Trying (0, 4, 7, 8, 9)\n","(-1.0791499491874148, (0, 4, 7, 8, 9))\n","Trying (0, 5, 6, 7, 8)\n","(-1.1021726570613772, (0, 5, 6, 7, 8))\n","Trying (0, 5, 6, 7, 9)\n","(-1.0896647688568104, (0, 5, 6, 7, 9))\n","Trying (0, 5, 6, 8, 9)\n","(-1.130797184249218, (0, 5, 6, 8, 9))\n","Trying (0, 5, 7, 8, 9)\n","(-1.1133658387371024, (0, 5, 7, 8, 9))\n","Trying (0, 6, 7, 8, 9)\n","(-1.0947731326335044, (0, 6, 7, 8, 9))\n","Trying (1, 2, 3, 4, 5)\n","(-1.080878175338338, (1, 2, 3, 4, 5))\n","Trying (1, 2, 3, 4, 6)\n","(-1.0640032653157834, (1, 2, 3, 4, 6))\n","Trying (1, 2, 3, 4, 7)\n","(-1.0954693370909083, (1, 2, 3, 4, 7))\n","Trying (1, 2, 3, 4, 8)\n","(-1.103824674747912, (1, 2, 3, 4, 8))\n","Trying (1, 2, 3, 4, 9)\n","(-1.0952397744589666, (1, 2, 3, 4, 9))\n","Trying (1, 2, 3, 5, 6)\n","(-1.0617333966106774, (1, 2, 3, 5, 6))\n","Trying (1, 2, 3, 5, 7)\n","(-1.0607539073060819, (1, 2, 3, 5, 7))\n","Trying (1, 2, 3, 5, 8)\n","(-1.0848217435337146, (1, 2, 3, 5, 8))\n","Trying (1, 2, 3, 5, 9)\n","(-1.1067013334245552, (1, 2, 3, 5, 9))\n","Trying (1, 2, 3, 6, 7)\n","(-1.0586908349736823, (1, 2, 3, 6, 7))\n","Trying (1, 2, 3, 6, 8)\n","(-1.0603539715942651, (1, 2, 3, 6, 8))\n","Trying (1, 2, 3, 6, 9)\n","(-1.0806142119832174, (1, 2, 3, 6, 9))\n","Trying (1, 2, 3, 7, 8)\n","(-1.065897855769169, (1, 2, 3, 7, 8))\n","Trying (1, 2, 3, 7, 9)\n","(-1.085486457060839, (1, 2, 3, 7, 9))\n","Trying (1, 2, 3, 8, 9)\n","(-1.098767078172487, (1, 2, 3, 8, 9))\n","Trying (1, 2, 4, 5, 6)\n","(-1.0699042966156895, (1, 2, 4, 5, 6))\n","Trying (1, 2, 4, 5, 7)\n","(-1.063997726031849, (1, 2, 4, 5, 7))\n","Trying (1, 2, 4, 5, 8)\n","(-1.0830809993631885, (1, 2, 4, 5, 8))\n","Trying (1, 2, 4, 5, 9)\n","(-1.0782991202529184, (1, 2, 4, 5, 9))\n","Trying (1, 2, 4, 6, 7)\n","(-1.0823000086765817, (1, 2, 4, 6, 7))\n","Trying (1, 2, 4, 6, 8)\n","(-1.0763222537838146, (1, 2, 4, 6, 8))\n","Trying (1, 2, 4, 6, 9)\n","(-1.0645137675630871, (1, 2, 4, 6, 9))\n","Trying (1, 2, 4, 7, 8)\n","(-1.0675885446700417, (1, 2, 4, 7, 8))\n","Trying (1, 2, 4, 7, 9)\n","(-1.0757973186731564, (1, 2, 4, 7, 9))\n","Trying (1, 2, 4, 8, 9)\n","(-1.0924941501377554, (1, 2, 4, 8, 9))\n","Trying (1, 2, 5, 6, 7)\n","(-1.0643043269952912, (1, 2, 5, 6, 7))\n","Trying (1, 2, 5, 6, 8)\n","(-1.0734926968868224, (1, 2, 5, 6, 8))\n","Trying (1, 2, 5, 6, 9)\n","(-1.0888136514070248, (1, 2, 5, 6, 9))\n","Trying (1, 2, 5, 7, 8)\n","(-1.0613491612600767, (1, 2, 5, 7, 8))\n","Trying (1, 2, 5, 7, 9)\n","(-1.0827825660868435, (1, 2, 5, 7, 9))\n","Trying (1, 2, 5, 8, 9)\n","(-1.1036962167293807, (1, 2, 5, 8, 9))\n","Trying (1, 2, 6, 7, 8)\n","(-1.0456936432989012, (1, 2, 6, 7, 8))\n","Trying (1, 2, 6, 7, 9)\n","(-1.0753604859211983, (1, 2, 6, 7, 9))\n","Trying (1, 2, 6, 8, 9)\n","(-1.0898677985621488, (1, 2, 6, 8, 9))\n","Trying (1, 2, 7, 8, 9)\n","(-1.085217029837076, (1, 2, 7, 8, 9))\n","Trying (1, 3, 4, 5, 6)\n","(-1.087131186412161, (1, 3, 4, 5, 6))\n","Trying (1, 3, 4, 5, 7)\n","(-1.0780277788659003, (1, 3, 4, 5, 7))\n","Trying (1, 3, 4, 5, 8)\n","(-1.1187571490463526, (1, 3, 4, 5, 8))\n","Trying (1, 3, 4, 5, 9)\n","(-1.094565992876133, (1, 3, 4, 5, 9))\n","Trying (1, 3, 4, 6, 7)\n","(-1.0869100255106567, (1, 3, 4, 6, 7))\n","Trying (1, 3, 4, 6, 8)\n","(-1.0922090966444826, (1, 3, 4, 6, 8))\n","Trying (1, 3, 4, 6, 9)\n","(-1.072947294858469, (1, 3, 4, 6, 9))\n","Trying (1, 3, 4, 7, 8)\n","(-1.0840129359900246, (1, 3, 4, 7, 8))\n","Trying (1, 3, 4, 7, 9)\n","(-1.073629028138083, (1, 3, 4, 7, 9))\n","Trying (1, 3, 4, 8, 9)\n","(-1.1092186141165696, (1, 3, 4, 8, 9))\n","Trying (1, 3, 5, 6, 7)\n","(-1.0677692572679205, (1, 3, 5, 6, 7))\n","Trying (1, 3, 5, 6, 8)\n","(-1.1123790179508926, (1, 3, 5, 6, 8))\n","Trying (1, 3, 5, 6, 9)\n","(-1.1128081116434942, (1, 3, 5, 6, 9))\n","Trying (1, 3, 5, 7, 8)\n","(-1.0731530590245333, (1, 3, 5, 7, 8))\n","Trying (1, 3, 5, 7, 9)\n","(-1.0858160022172212, (1, 3, 5, 7, 9))\n","Trying (1, 3, 5, 8, 9)\n","(-1.1406600882301603, (1, 3, 5, 8, 9))\n","Trying (1, 3, 6, 7, 8)\n","(-1.0760120768864683, (1, 3, 6, 7, 8))\n","Trying (1, 3, 6, 7, 9)\n","(-1.0807644679949906, (1, 3, 6, 7, 9))\n","Trying (1, 3, 6, 8, 9)\n","(-1.1226411093062465, (1, 3, 6, 8, 9))\n","Trying (1, 3, 7, 8, 9)\n","(-1.1018560103145325, (1, 3, 7, 8, 9))\n","Trying (1, 4, 5, 6, 7)\n","(-1.0905539926295682, (1, 4, 5, 6, 7))\n","Trying (1, 4, 5, 6, 8)\n","(-1.1154734408330604, (1, 4, 5, 6, 8))\n","Trying (1, 4, 5, 6, 9)\n","(-1.0772782913322108, (1, 4, 5, 6, 9))\n","Trying (1, 4, 5, 7, 8)\n","(-1.0928119226075639, (1, 4, 5, 7, 8))\n","Trying (1, 4, 5, 7, 9)\n","(-1.0725103212224893, (1, 4, 5, 7, 9))\n","Trying (1, 4, 5, 8, 9)\n","(-1.0899538087031373, (1, 4, 5, 8, 9))\n","Trying (1, 4, 6, 7, 8)\n","(-1.07982379482743, (1, 4, 6, 7, 8))\n","Trying (1, 4, 6, 7, 9)\n","(-1.0654848872669271, (1, 4, 6, 7, 9))\n","Trying (1, 4, 6, 8, 9)\n","(-1.0867857882386887, (1, 4, 6, 8, 9))\n","Trying (1, 4, 7, 8, 9)\n","(-1.0748411854825788, (1, 4, 7, 8, 9))\n","Trying (1, 5, 6, 7, 8)\n","(-1.0950419131862899, (1, 5, 6, 7, 8))\n","Trying (1, 5, 6, 7, 9)\n","(-1.097468868526557, (1, 5, 6, 7, 9))\n","Trying (1, 5, 6, 8, 9)\n","(-1.1305393776176431, (1, 5, 6, 8, 9))\n","Trying (1, 5, 7, 8, 9)\n","(-1.098603384547419, (1, 5, 7, 8, 9))\n","Trying (1, 6, 7, 8, 9)\n","(-1.098397942479568, (1, 6, 7, 8, 9))\n","Trying (2, 3, 4, 5, 6)\n","(-1.0961508189605649, (2, 3, 4, 5, 6))\n","Trying (2, 3, 4, 5, 7)\n","(-1.0686482412624585, (2, 3, 4, 5, 7))\n","Trying (2, 3, 4, 5, 8)\n","(-1.1108899081277996, (2, 3, 4, 5, 8))\n","Trying (2, 3, 4, 5, 9)\n","(-1.0842801291246429, (2, 3, 4, 5, 9))\n","Trying (2, 3, 4, 6, 7)\n","(-1.0826328352336236, (2, 3, 4, 6, 7))\n","Trying (2, 3, 4, 6, 8)\n","(-1.0961319923413748, (2, 3, 4, 6, 8))\n","Trying (2, 3, 4, 6, 9)\n","(-1.091599862807334, (2, 3, 4, 6, 9))\n","Trying (2, 3, 4, 7, 8)\n","(-1.0699511046146037, (2, 3, 4, 7, 8))\n","Trying (2, 3, 4, 7, 9)\n","(-1.0869017617284098, (2, 3, 4, 7, 9))\n","Trying (2, 3, 4, 8, 9)\n","(-1.0967559289972675, (2, 3, 4, 8, 9))\n","Trying (2, 3, 5, 6, 7)\n","(-1.0769557581072928, (2, 3, 5, 6, 7))\n","Trying (2, 3, 5, 6, 8)\n","(-1.0977233216198161, (2, 3, 5, 6, 8))\n","Trying (2, 3, 5, 6, 9)\n","(-1.1013901181653387, (2, 3, 5, 6, 9))\n","Trying (2, 3, 5, 7, 8)\n","(-1.0630311621125905, (2, 3, 5, 7, 8))\n","Trying (2, 3, 5, 7, 9)\n","(-1.0809913118687546, (2, 3, 5, 7, 9))\n","Trying (2, 3, 5, 8, 9)\n","(-1.1093038261141894, (2, 3, 5, 8, 9))\n","Trying (2, 3, 6, 7, 8)\n","(-1.0649700045029524, (2, 3, 6, 7, 8))\n","Trying (2, 3, 6, 7, 9)\n","(-1.0765228395989683, (2, 3, 6, 7, 9))\n","Trying (2, 3, 6, 8, 9)\n","(-1.098580293045739, (2, 3, 6, 8, 9))\n","Trying (2, 3, 7, 8, 9)\n","(-1.07427101830879, (2, 3, 7, 8, 9))\n","Trying (2, 4, 5, 6, 7)\n","(-1.096662157248311, (2, 4, 5, 6, 7))\n","Trying (2, 4, 5, 6, 8)\n","(-1.1024365282358888, (2, 4, 5, 6, 8))\n","Trying (2, 4, 5, 6, 9)\n","(-1.0973947052837703, (2, 4, 5, 6, 9))\n","Trying (2, 4, 5, 7, 8)\n","(-1.0784987968093362, (2, 4, 5, 7, 8))\n","Trying (2, 4, 5, 7, 9)\n","(-1.0830437478065593, (2, 4, 5, 7, 9))\n","Trying (2, 4, 5, 8, 9)\n","(-1.0895633131247358, (2, 4, 5, 8, 9))\n","Trying (2, 4, 6, 7, 8)\n","(-1.0812994574645707, (2, 4, 6, 7, 8))\n","Trying (2, 4, 6, 7, 9)\n","(-1.0664767574152791, (2, 4, 6, 7, 9))\n","Trying (2, 4, 6, 8, 9)\n","(-1.076951930586174, (2, 4, 6, 8, 9))\n","Trying (2, 4, 7, 8, 9)\n","(-1.0577019113048858, (2, 4, 7, 8, 9))\n","Trying (2, 5, 6, 7, 8)\n","(-1.0820433878402147, (2, 5, 6, 7, 8))\n","Trying (2, 5, 6, 7, 9)\n","(-1.0840194703022308, (2, 5, 6, 7, 9))\n","Trying (2, 5, 6, 8, 9)\n","(-1.112260864684673, (2, 5, 6, 8, 9))\n","Trying (2, 5, 7, 8, 9)\n","(-1.0917686402065878, (2, 5, 7, 8, 9))\n","Trying (2, 6, 7, 8, 9)\n","(-1.077053451092043, (2, 6, 7, 8, 9))\n","Trying (3, 4, 5, 6, 7)\n","(-1.085383006938689, (3, 4, 5, 6, 7))\n","Trying (3, 4, 5, 6, 8)\n","(-1.1123652703539046, (3, 4, 5, 6, 8))\n","Trying (3, 4, 5, 6, 9)\n","(-1.0742626171796787, (3, 4, 5, 6, 9))\n","Trying (3, 4, 5, 7, 8)\n","(-1.0669131518895942, (3, 4, 5, 7, 8))\n","Trying (3, 4, 5, 7, 9)\n","(-1.0540049208981923, (3, 4, 5, 7, 9))\n","Trying (3, 4, 5, 8, 9)\n","(-1.0873399983825598, (3, 4, 5, 8, 9))\n","Trying (3, 4, 6, 7, 8)\n","(-1.0734599441762018, (3, 4, 6, 7, 8))\n","Trying (3, 4, 6, 7, 9)\n","(-1.0702558923290728, (3, 4, 6, 7, 9))\n","Trying (3, 4, 6, 8, 9)\n","(-1.0921809508744829, (3, 4, 6, 8, 9))\n","Trying (3, 4, 7, 8, 9)\n","(-1.065190722042554, (3, 4, 7, 8, 9))\n","Trying (3, 5, 6, 7, 8)\n","(-1.0763837538203587, (3, 5, 6, 7, 8))\n","Trying (3, 5, 6, 7, 9)\n","(-1.074738933455801, (3, 5, 6, 7, 9))\n","Trying (3, 5, 6, 8, 9)\n","(-1.1260825216319037, (3, 5, 6, 8, 9))\n","Trying (3, 5, 7, 8, 9)\n","(-1.076128037839597, (3, 5, 7, 8, 9))\n","Trying (3, 6, 7, 8, 9)\n","(-1.0737088225732168, (3, 6, 7, 8, 9))\n","Trying (4, 5, 6, 7, 8)\n","(-1.0992441105546604, (4, 5, 6, 7, 8))\n","Trying (4, 5, 6, 7, 9)\n","(-1.0662975951014224, (4, 5, 6, 7, 9))\n","Trying (4, 5, 6, 8, 9)\n","(-1.1072306276994657, (4, 5, 6, 8, 9))\n","Trying (4, 5, 7, 8, 9)\n","(-1.0719179720013172, (4, 5, 7, 8, 9))\n","Trying (4, 6, 7, 8, 9)\n","(-1.0681015380994663, (4, 6, 7, 8, 9))\n","Trying (5, 6, 7, 8, 9)\n","(-1.0841142822643144, (5, 6, 7, 8, 9))\n","Trying (0, 1, 2, 3, 4, 5)\n","(-1.3711270111090155, (0, 1, 2, 3, 4, 5))\n","Trying (0, 1, 2, 3, 4, 6)\n","(-1.3347897284366108, (0, 1, 2, 3, 4, 6))\n","Trying (0, 1, 2, 3, 4, 7)\n","(-1.4025353369217903, (0, 1, 2, 3, 4, 7))\n","Trying (0, 1, 2, 3, 4, 8)\n","(-1.3867101575480698, (0, 1, 2, 3, 4, 8))\n","Trying (0, 1, 2, 3, 4, 9)\n","(-1.3839684409344186, (0, 1, 2, 3, 4, 9))\n","Trying (0, 1, 2, 3, 5, 6)\n","(-1.3510499602648622, (0, 1, 2, 3, 5, 6))\n","Trying (0, 1, 2, 3, 5, 7)\n","(-1.3633318534320384, (0, 1, 2, 3, 5, 7))\n","Trying (0, 1, 2, 3, 5, 8)\n","(-1.376681656118662, (0, 1, 2, 3, 5, 8))\n","Trying (0, 1, 2, 3, 5, 9)\n","(-1.3854282749828786, (0, 1, 2, 3, 5, 9))\n","Trying (0, 1, 2, 3, 6, 7)\n","(-1.35061114488267, (0, 1, 2, 3, 6, 7))\n","Trying (0, 1, 2, 3, 6, 8)\n","(-1.290058754200526, (0, 1, 2, 3, 6, 8))\n","Trying (0, 1, 2, 3, 6, 9)\n","(-1.353343971557311, (0, 1, 2, 3, 6, 9))\n","Trying (0, 1, 2, 3, 7, 8)\n","(-1.3694050150488488, (0, 1, 2, 3, 7, 8))\n","Trying (0, 1, 2, 3, 7, 9)\n","(-1.3881335923257136, (0, 1, 2, 3, 7, 9))\n","Trying (0, 1, 2, 3, 8, 9)\n","(-1.392541010792246, (0, 1, 2, 3, 8, 9))\n","Trying (0, 1, 2, 4, 5, 6)\n","(-1.3470134440678776, (0, 1, 2, 4, 5, 6))\n","Trying (0, 1, 2, 4, 5, 7)\n","(-1.366997767195105, (0, 1, 2, 4, 5, 7))\n","Trying (0, 1, 2, 4, 5, 8)\n","(-1.3742616150201514, (0, 1, 2, 4, 5, 8))\n","Trying (0, 1, 2, 4, 5, 9)\n","(-1.3569237317201825, (0, 1, 2, 4, 5, 9))\n","Trying (0, 1, 2, 4, 6, 7)\n","(-1.3645403974508765, (0, 1, 2, 4, 6, 7))\n","Trying (0, 1, 2, 4, 6, 8)\n","(-1.344390667278499, (0, 1, 2, 4, 6, 8))\n","Trying (0, 1, 2, 4, 6, 9)\n","(-1.3467358286160953, (0, 1, 2, 4, 6, 9))\n","Trying (0, 1, 2, 4, 7, 8)\n","(-1.371347914765151, (0, 1, 2, 4, 7, 8))\n","Trying (0, 1, 2, 4, 7, 9)\n","(-1.367758513457034, (0, 1, 2, 4, 7, 9))\n","Trying (0, 1, 2, 4, 8, 9)\n","(-1.3718910229867602, (0, 1, 2, 4, 8, 9))\n","Trying (0, 1, 2, 5, 6, 7)\n","(-1.3525656821765117, (0, 1, 2, 5, 6, 7))\n","Trying (0, 1, 2, 5, 6, 8)\n","(-1.3504802512893934, (0, 1, 2, 5, 6, 8))\n","Trying (0, 1, 2, 5, 6, 9)\n","(-1.3626463357732308, (0, 1, 2, 5, 6, 9))\n","Trying (0, 1, 2, 5, 7, 8)\n","(-1.3526571029615158, (0, 1, 2, 5, 7, 8))\n","Trying (0, 1, 2, 5, 7, 9)\n","(-1.3755491581436827, (0, 1, 2, 5, 7, 9))\n","Trying (0, 1, 2, 5, 8, 9)\n","(-1.3896918564931822, (0, 1, 2, 5, 8, 9))\n","Trying (0, 1, 2, 6, 7, 8)\n","(-1.3356539534252763, (0, 1, 2, 6, 7, 8))\n","Trying (0, 1, 2, 6, 7, 9)\n","(-1.367495403218537, (0, 1, 2, 6, 7, 9))\n","Trying (0, 1, 2, 6, 8, 9)\n","(-1.368242053973784, (0, 1, 2, 6, 8, 9))\n","Trying (0, 1, 2, 7, 8, 9)\n","(-1.3680912518305068, (0, 1, 2, 7, 8, 9))\n","Trying (0, 1, 3, 4, 5, 6)\n","(-1.3547542968611688, (0, 1, 3, 4, 5, 6))\n","Trying (0, 1, 3, 4, 5, 7)\n","(-1.3725436680103984, (0, 1, 3, 4, 5, 7))\n","Trying (0, 1, 3, 4, 5, 8)\n","(-1.3949800268732602, (0, 1, 3, 4, 5, 8))\n","Trying (0, 1, 3, 4, 5, 9)\n","(-1.374353193124732, (0, 1, 3, 4, 5, 9))\n","Trying (0, 1, 3, 4, 6, 7)\n","(-1.3790549745279626, (0, 1, 3, 4, 6, 7))\n","Trying (0, 1, 3, 4, 6, 8)\n","(-1.3703888867325151, (0, 1, 3, 4, 6, 8))\n","Trying (0, 1, 3, 4, 6, 9)\n","(-1.3440671287104715, (0, 1, 3, 4, 6, 9))\n","Trying (0, 1, 3, 4, 7, 8)\n","(-1.37527039518453, (0, 1, 3, 4, 7, 8))\n","Trying (0, 1, 3, 4, 7, 9)\n","(-1.380803601567755, (0, 1, 3, 4, 7, 9))\n","Trying (0, 1, 3, 4, 8, 9)\n","(-1.395378277809661, (0, 1, 3, 4, 8, 9))\n","Trying (0, 1, 3, 5, 6, 7)\n","(-1.3523087396820341, (0, 1, 3, 5, 6, 7))\n","Trying (0, 1, 3, 5, 6, 8)\n","(-1.3798485384645733, (0, 1, 3, 5, 6, 8))\n","Trying (0, 1, 3, 5, 6, 9)\n","(-1.3880486040912052, (0, 1, 3, 5, 6, 9))\n","Trying (0, 1, 3, 5, 7, 8)\n","(-1.3613378854002705, (0, 1, 3, 5, 7, 8))\n","Trying (0, 1, 3, 5, 7, 9)\n","(-1.378150233080483, (0, 1, 3, 5, 7, 9))\n","Trying (0, 1, 3, 5, 8, 9)\n","(-1.41836856410059, (0, 1, 3, 5, 8, 9))\n","Trying (0, 1, 3, 6, 7, 8)\n","(-1.361096807273105, (0, 1, 3, 6, 7, 8))\n","Trying (0, 1, 3, 6, 7, 9)\n","(-1.3743210213130375, (0, 1, 3, 6, 7, 9))\n","Trying (0, 1, 3, 6, 8, 9)\n","(-1.380197824076141, (0, 1, 3, 6, 8, 9))\n","Trying (0, 1, 3, 7, 8, 9)\n","(-1.3901269881115188, (0, 1, 3, 7, 8, 9))\n","Trying (0, 1, 4, 5, 6, 7)\n","(-1.3761973408186146, (0, 1, 4, 5, 6, 7))\n","Trying (0, 1, 4, 5, 6, 8)\n","(-1.3973339667349796, (0, 1, 4, 5, 6, 8))\n","Trying (0, 1, 4, 5, 6, 9)\n","(-1.3628121190954556, (0, 1, 4, 5, 6, 9))\n","Trying (0, 1, 4, 5, 7, 8)\n","(-1.379438318563094, (0, 1, 4, 5, 7, 8))\n","Trying (0, 1, 4, 5, 7, 9)\n","(-1.3591800954916582, (0, 1, 4, 5, 7, 9))\n","Trying (0, 1, 4, 5, 8, 9)\n","(-1.4119552936561828, (0, 1, 4, 5, 8, 9))\n","Trying (0, 1, 4, 6, 7, 8)\n","(-1.3702762751020918, (0, 1, 4, 6, 7, 8))\n","Trying (0, 1, 4, 6, 7, 9)\n","(-1.3644213808985655, (0, 1, 4, 6, 7, 9))\n","Trying (0, 1, 4, 6, 8, 9)\n","(-1.366003684298315, (0, 1, 4, 6, 8, 9))\n","Trying (0, 1, 4, 7, 8, 9)\n","(-1.3830596787476614, (0, 1, 4, 7, 8, 9))\n","Trying (0, 1, 5, 6, 7, 8)\n","(-1.3772993699436655, (0, 1, 5, 6, 7, 8))\n","Trying (0, 1, 5, 6, 7, 9)\n","(-1.3873585362877257, (0, 1, 5, 6, 7, 9))\n","Trying (0, 1, 5, 6, 8, 9)\n","(-1.4093995054325321, (0, 1, 5, 6, 8, 9))\n","Trying (0, 1, 5, 7, 8, 9)\n","(-1.3857601045386674, (0, 1, 5, 7, 8, 9))\n","Trying (0, 1, 6, 7, 8, 9)\n","(-1.3856300651613385, (0, 1, 6, 7, 8, 9))\n","Trying (0, 2, 3, 4, 5, 6)\n","(-1.3897357692719434, (0, 2, 3, 4, 5, 6))\n","Trying (0, 2, 3, 4, 5, 7)\n","(-1.385717418680173, (0, 2, 3, 4, 5, 7))\n","Trying (0, 2, 3, 4, 5, 8)\n","(-1.408509082619748, (0, 2, 3, 4, 5, 8))\n","Trying (0, 2, 3, 4, 5, 9)\n","(-1.3870629239236416, (0, 2, 3, 4, 5, 9))\n","Trying (0, 2, 3, 4, 6, 7)\n","(-1.396311352181299, (0, 2, 3, 4, 6, 7))\n","Trying (0, 2, 3, 4, 6, 8)\n","(-1.3656922865524566, (0, 2, 3, 4, 6, 8))\n","Trying (0, 2, 3, 4, 6, 9)\n","(-1.3913429789564802, (0, 2, 3, 4, 6, 9))\n","Trying (0, 2, 3, 4, 7, 8)\n","(-1.3760488783562388, (0, 2, 3, 4, 7, 8))\n","Trying (0, 2, 3, 4, 7, 9)\n","(-1.3846914633369465, (0, 2, 3, 4, 7, 9))\n","Trying (0, 2, 3, 4, 8, 9)\n","(-1.397529164429399, (0, 2, 3, 4, 8, 9))\n","Trying (0, 2, 3, 5, 6, 7)\n","(-1.3653965054381687, (0, 2, 3, 5, 6, 7))\n","Trying (0, 2, 3, 5, 6, 8)\n","(-1.359836773544159, (0, 2, 3, 5, 6, 8))\n","Trying (0, 2, 3, 5, 6, 9)\n","(-1.396253231725264, (0, 2, 3, 5, 6, 9))\n","Trying (0, 2, 3, 5, 7, 8)\n","(-1.3579209858778438, (0, 2, 3, 5, 7, 8))\n","Trying (0, 2, 3, 5, 7, 9)\n","(-1.3678795792508451, (0, 2, 3, 5, 7, 9))\n","Trying (0, 2, 3, 5, 8, 9)\n","(-1.3990068984572246, (0, 2, 3, 5, 8, 9))\n","Trying (0, 2, 3, 6, 7, 8)\n","(-1.317847343127382, (0, 2, 3, 6, 7, 8))\n","Trying (0, 2, 3, 6, 7, 9)\n","(-1.37598026256697, (0, 2, 3, 6, 7, 9))\n","Trying (0, 2, 3, 6, 8, 9)\n","(-1.3538993928575924, (0, 2, 3, 6, 8, 9))\n","Trying (0, 2, 3, 7, 8, 9)\n","(-1.3839929636893658, (0, 2, 3, 7, 8, 9))\n","Trying (0, 2, 4, 5, 6, 7)\n","(-1.3799896527512807, (0, 2, 4, 5, 6, 7))\n","Trying (0, 2, 4, 5, 6, 8)\n","(-1.380282840854841, (0, 2, 4, 5, 6, 8))\n","Trying (0, 2, 4, 5, 6, 9)\n","(-1.3880839633936854, (0, 2, 4, 5, 6, 9))\n","Trying (0, 2, 4, 5, 7, 8)\n","(-1.3832085509270151, (0, 2, 4, 5, 7, 8))\n","Trying (0, 2, 4, 5, 7, 9)\n","(-1.3830939550028947, (0, 2, 4, 5, 7, 9))\n","Trying (0, 2, 4, 5, 8, 9)\n","(-1.3934424761955078, (0, 2, 4, 5, 8, 9))\n","Trying (0, 2, 4, 6, 7, 8)\n","(-1.377893258706498, (0, 2, 4, 6, 7, 8))\n","Trying (0, 2, 4, 6, 7, 9)\n","(-1.375945552649466, (0, 2, 4, 6, 7, 9))\n","Trying (0, 2, 4, 6, 8, 9)\n","(-1.3654223128535818, (0, 2, 4, 6, 8, 9))\n","Trying (0, 2, 4, 7, 8, 9)\n","(-1.366458293348407, (0, 2, 4, 7, 8, 9))\n","Trying (0, 2, 5, 6, 7, 8)\n","(-1.3650044850589047, (0, 2, 5, 6, 7, 8))\n","Trying (0, 2, 5, 6, 7, 9)\n","(-1.3721164280086782, (0, 2, 5, 6, 7, 9))\n","Trying (0, 2, 5, 6, 8, 9)\n","(-1.3964606150022063, (0, 2, 5, 6, 8, 9))\n","Trying (0, 2, 5, 7, 8, 9)\n","(-1.3919720506551811, (0, 2, 5, 7, 8, 9))\n","Trying (0, 2, 6, 7, 8, 9)\n","(-1.3673170117284992, (0, 2, 6, 7, 8, 9))\n","Trying (0, 3, 4, 5, 6, 7)\n","(-1.3936632289194897, (0, 3, 4, 5, 6, 7))\n","Trying (0, 3, 4, 5, 6, 8)\n","(-1.3949934857416664, (0, 3, 4, 5, 6, 8))\n","Trying (0, 3, 4, 5, 6, 9)\n","(-1.3851063232513976, (0, 3, 4, 5, 6, 9))\n","Trying (0, 3, 4, 5, 7, 8)\n","(-1.3795589684944354, (0, 3, 4, 5, 7, 8))\n","Trying (0, 3, 4, 5, 7, 9)\n","(-1.3663243123548154, (0, 3, 4, 5, 7, 9))\n","Trying (0, 3, 4, 5, 8, 9)\n","(-1.3987146578308811, (0, 3, 4, 5, 8, 9))\n","Trying (0, 3, 4, 6, 7, 8)\n","(-1.3695525961977857, (0, 3, 4, 6, 7, 8))\n","Trying (0, 3, 4, 6, 7, 9)\n","(-1.3807232035536399, (0, 3, 4, 6, 7, 9))\n","Trying (0, 3, 4, 6, 8, 9)\n","(-1.371752331248505, (0, 3, 4, 6, 8, 9))\n","Trying (0, 3, 4, 7, 8, 9)\n","(-1.3755515100503137, (0, 3, 4, 7, 8, 9))\n","Trying (0, 3, 5, 6, 7, 8)\n","(-1.3606735520959106, (0, 3, 5, 6, 7, 8))\n","Trying (0, 3, 5, 6, 7, 9)\n","(-1.3732906114482424, (0, 3, 5, 6, 7, 9))\n","Trying (0, 3, 5, 6, 8, 9)\n","(-1.40049618224038, (0, 3, 5, 6, 8, 9))\n","Trying (0, 3, 5, 7, 8, 9)\n","(-1.3693565733893194, (0, 3, 5, 7, 8, 9))\n","Trying (0, 3, 6, 7, 8, 9)\n","(-1.3711188960139937, (0, 3, 6, 7, 8, 9))\n","Trying (0, 4, 5, 6, 7, 8)\n","(-1.3919968630780815, (0, 4, 5, 6, 7, 8))\n","Trying (0, 4, 5, 6, 7, 9)\n","(-1.373051564122925, (0, 4, 5, 6, 7, 9))\n","Trying (0, 4, 5, 6, 8, 9)\n","(-1.4008319504135547, (0, 4, 5, 6, 8, 9))\n","Trying (0, 4, 5, 7, 8, 9)\n","(-1.3814218523971284, (0, 4, 5, 7, 8, 9))\n","Trying (0, 4, 6, 7, 8, 9)\n","(-1.3735899413618644, (0, 4, 6, 7, 8, 9))\n","Trying (0, 5, 6, 7, 8, 9)\n","(-1.369348944037259, (0, 5, 6, 7, 8, 9))\n","Trying (1, 2, 3, 4, 5, 6)\n","(-1.349135124705168, (1, 2, 3, 4, 5, 6))\n","Trying (1, 2, 3, 4, 5, 7)\n","(-1.355730097747387, (1, 2, 3, 4, 5, 7))\n","Trying (1, 2, 3, 4, 5, 8)\n","(-1.3761271669524766, (1, 2, 3, 4, 5, 8))\n","Trying (1, 2, 3, 4, 5, 9)\n","(-1.3647784097260869, (1, 2, 3, 4, 5, 9))\n","Trying (1, 2, 3, 4, 6, 7)\n","(-1.3501356948864416, (1, 2, 3, 4, 6, 7))\n","Trying (1, 2, 3, 4, 6, 8)\n","(-1.3478068780143682, (1, 2, 3, 4, 6, 8))\n","Trying (1, 2, 3, 4, 6, 9)\n","(-1.349087285733816, (1, 2, 3, 4, 6, 9))\n","Trying (1, 2, 3, 4, 7, 8)\n","(-1.3547598736444617, (1, 2, 3, 4, 7, 8))\n","Trying (1, 2, 3, 4, 7, 9)\n","(-1.368018852943996, (1, 2, 3, 4, 7, 9))\n","Trying (1, 2, 3, 4, 8, 9)\n","(-1.3858289990388895, (1, 2, 3, 4, 8, 9))\n","Trying (1, 2, 3, 5, 6, 7)\n","(-1.347865734632313, (1, 2, 3, 5, 6, 7))\n","Trying (1, 2, 3, 5, 6, 8)\n","(-1.3525263417078413, (1, 2, 3, 5, 6, 8))\n","Trying (1, 2, 3, 5, 6, 9)\n","(-1.370271229522425, (1, 2, 3, 5, 6, 9))\n","Trying (1, 2, 3, 5, 7, 8)\n","(-1.3394670782071685, (1, 2, 3, 5, 7, 8))\n","Trying (1, 2, 3, 5, 7, 9)\n","(-1.3702456775485197, (1, 2, 3, 5, 7, 9))\n","Trying (1, 2, 3, 5, 8, 9)\n","(-1.3917884648992724, (1, 2, 3, 5, 8, 9))\n","Trying (1, 2, 3, 6, 7, 8)\n","(-1.3323057092497805, (1, 2, 3, 6, 7, 8))\n","Trying (1, 2, 3, 6, 7, 9)\n","(-1.3579035403984487, (1, 2, 3, 6, 7, 9))\n","Trying (1, 2, 3, 6, 8, 9)\n","(-1.3605999418754844, (1, 2, 3, 6, 8, 9))\n","Trying (1, 2, 3, 7, 8, 9)\n","(-1.3622862175878891, (1, 2, 3, 7, 8, 9))\n","Trying (1, 2, 4, 5, 6, 7)\n","(-1.3692514939996365, (1, 2, 4, 5, 6, 7))\n","Trying (1, 2, 4, 5, 6, 8)\n","(-1.3618059676739445, (1, 2, 4, 5, 6, 8))\n","Trying (1, 2, 4, 5, 6, 9)\n","(-1.3513144069874454, (1, 2, 4, 5, 6, 9))\n","Trying (1, 2, 4, 5, 7, 8)\n","(-1.3636682725032314, (1, 2, 4, 5, 7, 8))\n","Trying (1, 2, 4, 5, 7, 9)\n","(-1.3586363554080718, (1, 2, 4, 5, 7, 9))\n","Trying (1, 2, 4, 5, 8, 9)\n","(-1.3775235244619934, (1, 2, 4, 5, 8, 9))\n","Trying (1, 2, 4, 6, 7, 8)\n","(-1.3539578857485974, (1, 2, 4, 6, 7, 8))\n","Trying (1, 2, 4, 6, 7, 9)\n","(-1.3512266710976069, (1, 2, 4, 6, 7, 9))\n","Trying (1, 2, 4, 6, 8, 9)\n","(-1.3599033507252418, (1, 2, 4, 6, 8, 9))\n","Trying (1, 2, 4, 7, 8, 9)\n","(-1.3557090871213018, (1, 2, 4, 7, 8, 9))\n","Trying (1, 2, 5, 6, 7, 8)\n","(-1.3489134440151216, (1, 2, 5, 6, 7, 8))\n","Trying (1, 2, 5, 6, 7, 9)\n","(-1.364266088105444, (1, 2, 5, 6, 7, 9))\n","Trying (1, 2, 5, 6, 8, 9)\n","(-1.377203130499533, (1, 2, 5, 6, 8, 9))\n","Trying (1, 2, 5, 7, 8, 9)\n","(-1.3710487478883098, (1, 2, 5, 7, 8, 9))\n","Trying (1, 2, 6, 7, 8, 9)\n","(-1.3613807112022425, (1, 2, 6, 7, 8, 9))\n","Trying (1, 3, 4, 5, 6, 7)\n","(-1.3607236307586232, (1, 3, 4, 5, 6, 7))\n","Trying (1, 3, 4, 5, 6, 8)\n","(-1.3966140754193603, (1, 3, 4, 5, 6, 8))\n","Trying (1, 3, 4, 5, 6, 9)\n","(-1.359082430609502, (1, 3, 4, 5, 6, 9))\n","Trying (1, 3, 4, 5, 7, 8)\n","(-1.3560740416918244, (1, 3, 4, 5, 7, 8))\n","Trying (1, 3, 4, 5, 7, 9)\n","(-1.3611460844837957, (1, 3, 4, 5, 7, 9))\n","Trying (1, 3, 4, 5, 8, 9)\n","(-1.3971462541954272, (1, 3, 4, 5, 8, 9))\n","Trying (1, 3, 4, 6, 7, 8)\n","(-1.3547082844843505, (1, 3, 4, 6, 7, 8))\n","Trying (1, 3, 4, 6, 7, 9)\n","(-1.3508140737941423, (1, 3, 4, 6, 7, 9))\n","Trying (1, 3, 4, 6, 8, 9)\n","(-1.3730084682746102, (1, 3, 4, 6, 8, 9))\n","Trying (1, 3, 4, 7, 8, 9)\n","(-1.3691098482054098, (1, 3, 4, 7, 8, 9))\n","Trying (1, 3, 5, 6, 7, 8)\n","(-1.3703560971529107, (1, 3, 5, 6, 7, 8))\n","Trying (1, 3, 5, 6, 7, 9)\n","(-1.3820867654431654, (1, 3, 5, 6, 7, 9))\n","Trying (1, 3, 5, 6, 8, 9)\n","(-1.409179404580012, (1, 3, 5, 6, 8, 9))\n","Trying (1, 3, 5, 7, 8, 9)\n","(-1.3845067116165424, (1, 3, 5, 7, 8, 9))\n","Trying (1, 3, 6, 7, 8, 9)\n","(-1.356414632316486, (1, 3, 6, 7, 8, 9))\n","Trying (1, 4, 5, 6, 7, 8)\n","(-1.3832830886881187, (1, 4, 5, 6, 7, 8))\n","Trying (1, 4, 5, 6, 7, 9)\n","(-1.3682360789606238, (1, 4, 5, 6, 7, 9))\n","Trying (1, 4, 5, 6, 8, 9)\n","(-1.3898861802954885, (1, 4, 5, 6, 8, 9))\n","Trying (1, 4, 5, 7, 8, 9)\n","(-1.3720420374872928, (1, 4, 5, 7, 8, 9))\n","Trying (1, 4, 6, 7, 8, 9)\n","(-1.372874036611838, (1, 4, 6, 7, 8, 9))\n","Trying (1, 5, 6, 7, 8, 9)\n","(-1.3835060368630354, (1, 5, 6, 7, 8, 9))\n","Trying (2, 3, 4, 5, 6, 7)\n","(-1.3613645649324346, (2, 3, 4, 5, 6, 7))\n","Trying (2, 3, 4, 5, 6, 8)\n","(-1.377113030396188, (2, 3, 4, 5, 6, 8))\n","Trying (2, 3, 4, 5, 6, 9)\n","(-1.365626503477865, (2, 3, 4, 5, 6, 9))\n","Trying (2, 3, 4, 5, 7, 8)\n","(-1.3435336728813971, (2, 3, 4, 5, 7, 8))\n","Trying (2, 3, 4, 5, 7, 9)\n","(-1.3568721510130475, (2, 3, 4, 5, 7, 9))\n","Trying (2, 3, 4, 5, 8, 9)\n","(-1.3920363665136624, (2, 3, 4, 5, 8, 9))\n","Trying (2, 3, 4, 6, 7, 8)\n","(-1.3595914292121518, (2, 3, 4, 6, 7, 8))\n","Trying (2, 3, 4, 6, 7, 9)\n","(-1.3695343260682589, (2, 3, 4, 6, 7, 9))\n","Trying (2, 3, 4, 6, 8, 9)\n","(-1.3807561099638272, (2, 3, 4, 6, 8, 9))\n","Trying (2, 3, 4, 7, 8, 9)\n","(-1.3569080175423116, (2, 3, 4, 7, 8, 9))\n","Trying (2, 3, 5, 6, 7, 8)\n","(-1.3424273341056905, (2, 3, 5, 6, 7, 8))\n","Trying (2, 3, 5, 6, 7, 9)\n","(-1.3638237716937585, (2, 3, 5, 6, 7, 9))\n","Trying (2, 3, 5, 6, 8, 9)\n","(-1.392823220979672, (2, 3, 5, 6, 8, 9))\n","Trying (2, 3, 5, 7, 8, 9)\n","(-1.358398352756363, (2, 3, 5, 7, 8, 9))\n","Trying (2, 3, 6, 7, 8, 9)\n","(-1.358779545741902, (2, 3, 6, 7, 8, 9))\n","Trying (2, 4, 5, 6, 7, 8)\n","(-1.3714592197534272, (2, 4, 5, 6, 7, 8))\n","Trying (2, 4, 5, 6, 7, 9)\n","(-1.3713607753605555, (2, 4, 5, 6, 7, 9))\n","Trying (2, 4, 5, 6, 8, 9)\n","(-1.387848890410714, (2, 4, 5, 6, 8, 9))\n","Trying (2, 4, 5, 7, 8, 9)\n","(-1.361413290562663, (2, 4, 5, 7, 8, 9))\n","Trying (2, 4, 6, 7, 8, 9)\n","(-1.357777900907644, (2, 4, 6, 7, 8, 9))\n","Trying (2, 5, 6, 7, 8, 9)\n","(-1.364229946913122, (2, 5, 6, 7, 8, 9))\n","Trying (3, 4, 5, 6, 7, 8)\n","(-1.358105959142716, (3, 4, 5, 6, 7, 8))\n","Trying (3, 4, 5, 6, 7, 9)\n","(-1.3534094780000099, (3, 4, 5, 6, 7, 9))\n","Trying (3, 4, 5, 6, 8, 9)\n","(-1.3943632643150259, (3, 4, 5, 6, 8, 9))\n","Trying (3, 4, 5, 7, 8, 9)\n","(-1.3464766777869013, (3, 4, 5, 7, 8, 9))\n","Trying (3, 4, 6, 7, 8, 9)\n","(-1.3388223077664356, (3, 4, 6, 7, 8, 9))\n","Trying (3, 5, 6, 7, 8, 9)\n","(-1.346139881216815, (3, 5, 6, 7, 8, 9))\n","Trying (4, 5, 6, 7, 8, 9)\n","(-1.3634357415965948, (4, 5, 6, 7, 8, 9))\n","Trying (0, 1, 2, 3, 4, 5, 6)\n","(-1.6108583351243242, (0, 1, 2, 3, 4, 5, 6))\n","Trying (0, 1, 2, 3, 4, 5, 7)\n","(-1.634858117477224, (0, 1, 2, 3, 4, 5, 7))\n","Trying (0, 1, 2, 3, 4, 5, 8)\n","(-1.657263776764388, (0, 1, 2, 3, 4, 5, 8))\n","Trying (0, 1, 2, 3, 4, 5, 9)\n","(-1.659392427413726, (0, 1, 2, 3, 4, 5, 9))\n","Trying (0, 1, 2, 3, 4, 6, 7)\n","(-1.6287649284260088, (0, 1, 2, 3, 4, 6, 7))\n","Trying (0, 1, 2, 3, 4, 6, 8)\n","(-1.5740075504778637, (0, 1, 2, 3, 4, 6, 8))\n","Trying (0, 1, 2, 3, 4, 6, 9)\n","(-1.6066616227778234, (0, 1, 2, 3, 4, 6, 9))\n","Trying (0, 1, 2, 3, 4, 7, 8)\n","(-1.6422626384247576, (0, 1, 2, 3, 4, 7, 8))\n","Trying (0, 1, 2, 3, 4, 7, 9)\n","(-1.6567679702981881, (0, 1, 2, 3, 4, 7, 9))\n","Trying (0, 1, 2, 3, 4, 8, 9)\n","(-1.6582374515623266, (0, 1, 2, 3, 4, 8, 9))\n","Trying (0, 1, 2, 3, 5, 6, 7)\n","(-1.609971252029114, (0, 1, 2, 3, 5, 6, 7))\n","Trying (0, 1, 2, 3, 5, 6, 8)\n","(-1.5752745201022922, (0, 1, 2, 3, 5, 6, 8))\n","Trying (0, 1, 2, 3, 5, 6, 9)\n","(-1.6483217476518555, (0, 1, 2, 3, 5, 6, 9))\n","Trying (0, 1, 2, 3, 5, 7, 8)\n","(-1.6219161286678228, (0, 1, 2, 3, 5, 7, 8))\n","Trying (0, 1, 2, 3, 5, 7, 9)\n","(-1.6483490810773427, (0, 1, 2, 3, 5, 7, 9))\n","Trying (0, 1, 2, 3, 5, 8, 9)\n","(-1.6730945954004195, (0, 1, 2, 3, 5, 8, 9))\n","Trying (0, 1, 2, 3, 6, 7, 8)\n","(-1.5542309258058045, (0, 1, 2, 3, 6, 7, 8))\n","Trying (0, 1, 2, 3, 6, 7, 9)\n","(-1.6447147937287694, (0, 1, 2, 3, 6, 7, 9))\n","Trying (0, 1, 2, 3, 6, 8, 9)\n","(-1.5832647192035767, (0, 1, 2, 3, 6, 8, 9))\n","Trying (0, 1, 2, 3, 7, 8, 9)\n","(-1.665644930601037, (0, 1, 2, 3, 7, 8, 9))\n","Trying (0, 1, 2, 4, 5, 6, 7)\n","(-1.6371824202699383, (0, 1, 2, 4, 5, 6, 7))\n","Trying (0, 1, 2, 4, 5, 6, 8)\n","(-1.629128071866094, (0, 1, 2, 4, 5, 6, 8))\n","Trying (0, 1, 2, 4, 5, 6, 9)\n","(-1.6330008266792353, (0, 1, 2, 4, 5, 6, 9))\n","Trying (0, 1, 2, 4, 5, 7, 8)\n","(-1.6424604461643573, (0, 1, 2, 4, 5, 7, 8))\n","Trying (0, 1, 2, 4, 5, 7, 9)\n","(-1.6435514116016656, (0, 1, 2, 4, 5, 7, 9))\n","Trying (0, 1, 2, 4, 5, 8, 9)\n","(-1.654650069152049, (0, 1, 2, 4, 5, 8, 9))\n","Trying (0, 1, 2, 4, 6, 7, 8)\n","(-1.6111586519817314, (0, 1, 2, 4, 6, 7, 8))\n","Trying (0, 1, 2, 4, 6, 7, 9)\n","(-1.6471868987311595, (0, 1, 2, 4, 6, 7, 9))\n","Trying (0, 1, 2, 4, 6, 8, 9)\n","(-1.6205198854822664, (0, 1, 2, 4, 6, 8, 9))\n","Trying (0, 1, 2, 4, 7, 8, 9)\n","(-1.647410162064919, (0, 1, 2, 4, 7, 8, 9))\n","Trying (0, 1, 2, 5, 6, 7, 8)\n","(-1.6212763872214873, (0, 1, 2, 5, 6, 7, 8))\n","Trying (0, 1, 2, 5, 6, 7, 9)\n","(-1.6371026501635104, (0, 1, 2, 5, 6, 7, 9))\n","Trying (0, 1, 2, 5, 6, 8, 9)\n","(-1.6388441821638708, (0, 1, 2, 5, 6, 8, 9))\n","Trying (0, 1, 2, 5, 7, 8, 9)\n","(-1.6568826751928327, (0, 1, 2, 5, 7, 8, 9))\n","Trying (0, 1, 2, 6, 7, 8, 9)\n","(-1.62072703098285, (0, 1, 2, 6, 7, 8, 9))\n","Trying (0, 1, 3, 4, 5, 6, 7)\n","(-1.6237880783532275, (0, 1, 3, 4, 5, 6, 7))\n","Trying (0, 1, 3, 4, 5, 6, 8)\n","(-1.6438923458912313, (0, 1, 3, 4, 5, 6, 8))\n","Trying (0, 1, 3, 4, 5, 6, 9)\n","(-1.6079775460329429, (0, 1, 3, 4, 5, 6, 9))\n","Trying (0, 1, 3, 4, 5, 7, 8)\n","(-1.6318202242421582, (0, 1, 3, 4, 5, 7, 8))\n","Trying (0, 1, 3, 4, 5, 7, 9)\n","(-1.628954144195393, (0, 1, 3, 4, 5, 7, 9))\n","Trying (0, 1, 3, 4, 5, 8, 9)\n","(-1.6655012140278795, (0, 1, 3, 4, 5, 8, 9))\n","Trying (0, 1, 3, 4, 6, 7, 8)\n","(-1.6252482269375412, (0, 1, 3, 4, 6, 7, 8))\n","Trying (0, 1, 3, 4, 6, 7, 9)\n","(-1.6270765573642796, (0, 1, 3, 4, 6, 7, 9))\n","Trying (0, 1, 3, 4, 6, 8, 9)\n","(-1.6151737475233614, (0, 1, 3, 4, 6, 8, 9))\n","Trying (0, 1, 3, 4, 7, 8, 9)\n","(-1.6613919013779945, (0, 1, 3, 4, 7, 8, 9))\n","Trying (0, 1, 3, 5, 6, 7, 8)\n","(-1.6253566430937392, (0, 1, 3, 5, 6, 7, 8))\n","Trying (0, 1, 3, 5, 6, 7, 9)\n","(-1.6652535307217202, (0, 1, 3, 5, 6, 7, 9))\n","Trying (0, 1, 3, 5, 6, 8, 9)\n","(-1.662211554629654, (0, 1, 3, 5, 6, 8, 9))\n","Trying (0, 1, 3, 5, 7, 8, 9)\n","(-1.6514719511010862, (0, 1, 3, 5, 7, 8, 9))\n","Trying (0, 1, 3, 6, 7, 8, 9)\n","(-1.6309170676554379, (0, 1, 3, 6, 7, 8, 9))\n","Trying (0, 1, 4, 5, 6, 7, 8)\n","(-1.6571554406403313, (0, 1, 4, 5, 6, 7, 8))\n","Trying (0, 1, 4, 5, 6, 7, 9)\n","(-1.6420162420243192, (0, 1, 4, 5, 6, 7, 9))\n","Trying (0, 1, 4, 5, 6, 8, 9)\n","(-1.6660342972161657, (0, 1, 4, 5, 6, 8, 9))\n","Trying (0, 1, 4, 5, 7, 8, 9)\n","(-1.6566520478903157, (0, 1, 4, 5, 7, 8, 9))\n","Trying (0, 1, 4, 6, 7, 8, 9)\n","(-1.6314644288224902, (0, 1, 4, 6, 7, 8, 9))\n","Trying (0, 1, 5, 6, 7, 8, 9)\n","(-1.6391731652883221, (0, 1, 5, 6, 7, 8, 9))\n","Trying (0, 2, 3, 4, 5, 6, 7)\n","(-1.6494780559388988, (0, 2, 3, 4, 5, 6, 7))\n","Trying (0, 2, 3, 4, 5, 6, 8)\n","(-1.6305571502346148, (0, 2, 3, 4, 5, 6, 8))\n","Trying (0, 2, 3, 4, 5, 6, 9)\n","(-1.6617585388341343, (0, 2, 3, 4, 5, 6, 9))\n","Trying (0, 2, 3, 4, 5, 7, 8)\n","(-1.6346030723163723, (0, 2, 3, 4, 5, 7, 8))\n","Trying (0, 2, 3, 4, 5, 7, 9)\n","(-1.6504387143993555, (0, 2, 3, 4, 5, 7, 9))\n","Trying (0, 2, 3, 4, 5, 8, 9)\n","(-1.6785535199189905, (0, 2, 3, 4, 5, 8, 9))\n","Trying (0, 2, 3, 4, 6, 7, 8)\n","(-1.6151570279380723, (0, 2, 3, 4, 6, 7, 8))\n","Trying (0, 2, 3, 4, 6, 7, 9)\n","(-1.6651969499583479, (0, 2, 3, 4, 6, 7, 9))\n","Trying (0, 2, 3, 4, 6, 8, 9)\n","(-1.6309330995247995, (0, 2, 3, 4, 6, 8, 9))\n","Trying (0, 2, 3, 4, 7, 8, 9)\n","(-1.6523518933353092, (0, 2, 3, 4, 7, 8, 9))\n","Trying (0, 2, 3, 5, 6, 7, 8)\n","(-1.601255288143973, (0, 2, 3, 5, 6, 7, 8))\n","Trying (0, 2, 3, 5, 6, 7, 9)\n","(-1.6506407259201707, (0, 2, 3, 5, 6, 7, 9))\n","Trying (0, 2, 3, 5, 6, 8, 9)\n","(-1.647001921443887, (0, 2, 3, 5, 6, 8, 9))\n","Trying (0, 2, 3, 5, 7, 8, 9)\n","(-1.6538991370245926, (0, 2, 3, 5, 7, 8, 9))\n","Trying (0, 2, 3, 6, 7, 8, 9)\n","(-1.6130334397517256, (0, 2, 3, 6, 7, 8, 9))\n","Trying (0, 2, 4, 5, 6, 7, 8)\n","(-1.650729026133889, (0, 2, 4, 5, 6, 7, 8))\n","Trying (0, 2, 4, 5, 6, 7, 9)\n","(-1.6589629236208159, (0, 2, 4, 5, 6, 7, 9))\n","Trying (0, 2, 4, 5, 6, 8, 9)\n","(-1.6606465267852424, (0, 2, 4, 5, 6, 8, 9))\n","Trying (0, 2, 4, 5, 7, 8, 9)\n","(-1.6526393640352157, (0, 2, 4, 5, 7, 8, 9))\n","Trying (0, 2, 4, 6, 7, 8, 9)\n","(-1.6330335192439485, (0, 2, 4, 6, 7, 8, 9))\n","Trying (0, 2, 5, 6, 7, 8, 9)\n","(-1.6335772496032535, (0, 2, 5, 6, 7, 8, 9))\n","Trying (0, 3, 4, 5, 6, 7, 8)\n","(-1.642252314586206, (0, 3, 4, 5, 6, 7, 8))\n","Trying (0, 3, 4, 5, 6, 7, 9)\n","(-1.632246379575737, (0, 3, 4, 5, 6, 7, 9))\n","Trying (0, 3, 4, 5, 6, 8, 9)\n","(-1.6607049413516164, (0, 3, 4, 5, 6, 8, 9))\n","Trying (0, 3, 4, 5, 7, 8, 9)\n","(-1.6251612062535994, (0, 3, 4, 5, 7, 8, 9))\n","Trying (0, 3, 4, 6, 7, 8, 9)\n","(-1.6302256144249003, (0, 3, 4, 6, 7, 8, 9))\n","Trying (0, 3, 5, 6, 7, 8, 9)\n","(-1.631103198018656, (0, 3, 5, 6, 7, 8, 9))\n","Trying (0, 4, 5, 6, 7, 8, 9)\n","(-1.6391217928996809, (0, 4, 5, 6, 7, 8, 9))\n","Trying (1, 2, 3, 4, 5, 6, 7)\n","(-1.6141770633798673, (1, 2, 3, 4, 5, 6, 7))\n","Trying (1, 2, 3, 4, 5, 6, 8)\n","(-1.6200954552170126, (1, 2, 3, 4, 5, 6, 8))\n","Trying (1, 2, 3, 4, 5, 6, 9)\n","(-1.6106949843143021, (1, 2, 3, 4, 5, 6, 9))\n","Trying (1, 2, 3, 4, 5, 7, 8)\n","(-1.5904737867816554, (1, 2, 3, 4, 5, 7, 8))\n","Trying (1, 2, 3, 4, 5, 7, 9)\n","(-1.623335036141079, (1, 2, 3, 4, 5, 7, 9))\n","Trying (1, 2, 3, 4, 5, 8, 9)\n","(-1.6576797636703946, (1, 2, 3, 4, 5, 8, 9))\n","Trying (1, 2, 3, 4, 6, 7, 8)\n","(-1.585437354584997, (1, 2, 3, 4, 6, 7, 8))\n","Trying (1, 2, 3, 4, 6, 7, 9)\n","(-1.613931910606882, (1, 2, 3, 4, 6, 7, 9))\n","Trying (1, 2, 3, 4, 6, 8, 9)\n","(-1.6019538417238302, (1, 2, 3, 4, 6, 8, 9))\n","Trying (1, 2, 3, 4, 7, 8, 9)\n","(-1.622855153773959, (1, 2, 3, 4, 7, 8, 9))\n","Trying (1, 2, 3, 5, 6, 7, 8)\n","(-1.5923359344302408, (1, 2, 3, 5, 6, 7, 8))\n","Trying (1, 2, 3, 5, 6, 7, 9)\n","(-1.626307286609289, (1, 2, 3, 5, 6, 7, 9))\n","Trying (1, 2, 3, 5, 6, 8, 9)\n","(-1.6296736275865924, (1, 2, 3, 5, 6, 8, 9))\n","Trying (1, 2, 3, 5, 7, 8, 9)\n","(-1.6343908172254578, (1, 2, 3, 5, 7, 8, 9))\n","Trying (1, 2, 3, 6, 7, 8, 9)\n","(-1.6057387751145837, (1, 2, 3, 6, 7, 8, 9))\n","Trying (1, 2, 4, 5, 6, 7, 8)\n","(-1.630507517436632, (1, 2, 4, 5, 6, 7, 8))\n","Trying (1, 2, 4, 5, 6, 7, 9)\n","(-1.6296668492039237, (1, 2, 4, 5, 6, 7, 9))\n","Trying (1, 2, 4, 5, 6, 8, 9)\n","(-1.650202535369393, (1, 2, 4, 5, 6, 8, 9))\n","Trying (1, 2, 4, 5, 7, 8, 9)\n","(-1.6366829164110586, (1, 2, 4, 5, 7, 8, 9))\n","Trying (1, 2, 4, 6, 7, 8, 9)\n","(-1.621895584333432, (1, 2, 4, 6, 7, 8, 9))\n","Trying (1, 2, 5, 6, 7, 8, 9)\n","(-1.6278501424190925, (1, 2, 5, 6, 7, 8, 9))\n","Trying (1, 3, 4, 5, 6, 7, 8)\n","(-1.6245792645820063, (1, 3, 4, 5, 6, 7, 8))\n","Trying (1, 3, 4, 5, 6, 7, 9)\n","(-1.6123796085136555, (1, 3, 4, 5, 6, 7, 9))\n","Trying (1, 3, 4, 5, 6, 8, 9)\n","(-1.649551150209306, (1, 3, 4, 5, 6, 8, 9))\n","Trying (1, 3, 4, 5, 7, 8, 9)\n","(-1.636642930606643, (1, 3, 4, 5, 7, 8, 9))\n","Trying (1, 3, 4, 6, 7, 8, 9)\n","(-1.6172956140863497, (1, 3, 4, 6, 7, 8, 9))\n","Trying (1, 3, 5, 6, 7, 8, 9)\n","(-1.6507803536283832, (1, 3, 5, 6, 7, 8, 9))\n","Trying (1, 4, 5, 6, 7, 8, 9)\n","(-1.634958241910351, (1, 4, 5, 6, 7, 8, 9))\n","Trying (2, 3, 4, 5, 6, 7, 8)\n","(-1.6129423347090193, (2, 3, 4, 5, 6, 7, 8))\n","Trying (2, 3, 4, 5, 6, 7, 9)\n","(-1.6273273900328555, (2, 3, 4, 5, 6, 7, 9))\n","Trying (2, 3, 4, 5, 6, 8, 9)\n","(-1.653796881399848, (2, 3, 4, 5, 6, 8, 9))\n","Trying (2, 3, 4, 5, 7, 8, 9)\n","(-1.6067746292182976, (2, 3, 4, 5, 7, 8, 9))\n","Trying (2, 3, 4, 6, 7, 8, 9)\n","(-1.6093826394906476, (2, 3, 4, 6, 7, 8, 9))\n","Trying (2, 3, 5, 6, 7, 8, 9)\n","(-1.6134819928108015, (2, 3, 5, 6, 7, 8, 9))\n","Trying (2, 4, 5, 6, 7, 8, 9)\n","(-1.6237159876657308, (2, 4, 5, 6, 7, 8, 9))\n","Trying (3, 4, 5, 6, 7, 8, 9)\n","(-1.6059896236355222, (3, 4, 5, 6, 7, 8, 9))\n","Trying (0, 1, 2, 3, 4, 5, 6, 7)\n","(-1.858063530907354, (0, 1, 2, 3, 4, 5, 6, 7))\n","Trying (0, 1, 2, 3, 4, 5, 6, 8)\n","(-1.8108500233683116, (0, 1, 2, 3, 4, 5, 6, 8))\n","Trying (0, 1, 2, 3, 4, 5, 6, 9)\n","(-1.8572688914190887, (0, 1, 2, 3, 4, 5, 6, 9))\n","Trying (0, 1, 2, 3, 4, 5, 7, 8)\n","(-1.8721494738181794, (0, 1, 2, 3, 4, 5, 7, 8))\n","Trying (0, 1, 2, 3, 4, 5, 7, 9)\n","(-1.8700219216677736, (0, 1, 2, 3, 4, 5, 7, 9))\n","Trying (0, 1, 2, 3, 4, 5, 8, 9)\n","(-1.9191394658707916, (0, 1, 2, 3, 4, 5, 8, 9))\n","Trying (0, 1, 2, 3, 4, 6, 7, 8)\n","(-1.7839335110743215, (0, 1, 2, 3, 4, 6, 7, 8))\n","Trying (0, 1, 2, 3, 4, 6, 7, 9)\n","(-1.866056382810831, (0, 1, 2, 3, 4, 6, 7, 9))\n","Trying (0, 1, 2, 3, 4, 6, 8, 9)\n","(-1.7910308312126415, (0, 1, 2, 3, 4, 6, 8, 9))\n","Trying (0, 1, 2, 3, 4, 7, 8, 9)\n","(-1.9011464636586672, (0, 1, 2, 3, 4, 7, 8, 9))\n","Trying (0, 1, 2, 3, 5, 6, 7, 8)\n","(-1.79530891842533, (0, 1, 2, 3, 5, 6, 7, 8))\n","Trying (0, 1, 2, 3, 5, 6, 7, 9)\n","(-1.8829345665137793, (0, 1, 2, 3, 5, 6, 7, 9))\n","Trying (0, 1, 2, 3, 5, 6, 8, 9)\n","(-1.8207799497826693, (0, 1, 2, 3, 5, 6, 8, 9))\n","Trying (0, 1, 2, 3, 5, 7, 8, 9)\n","(-1.8955098476280243, (0, 1, 2, 3, 5, 7, 8, 9))\n","Trying (0, 1, 2, 3, 6, 7, 8, 9)\n","(-1.7980052326638365, (0, 1, 2, 3, 6, 7, 8, 9))\n","Trying (0, 1, 2, 4, 5, 6, 7, 8)\n","(-1.8829961442006604, (0, 1, 2, 4, 5, 6, 7, 8))\n","Trying (0, 1, 2, 4, 5, 6, 7, 9)\n","(-1.876750728805503, (0, 1, 2, 4, 5, 6, 7, 9))\n","Trying (0, 1, 2, 4, 5, 6, 8, 9)\n","(-1.8743178294613068, (0, 1, 2, 4, 5, 6, 8, 9))\n","Trying (0, 1, 2, 4, 5, 7, 8, 9)\n","(-1.9036108188941778, (0, 1, 2, 4, 5, 7, 8, 9))\n","Trying (0, 1, 2, 4, 6, 7, 8, 9)\n","(-1.870389365758628, (0, 1, 2, 4, 6, 7, 8, 9))\n","Trying (0, 1, 2, 5, 6, 7, 8, 9)\n","(-1.8810600535347588, (0, 1, 2, 5, 6, 7, 8, 9))\n","Trying (0, 1, 3, 4, 5, 6, 7, 8)\n","(-1.8671878828421313, (0, 1, 3, 4, 5, 6, 7, 8))\n","Trying (0, 1, 3, 4, 5, 6, 7, 9)\n","(-1.848402544123656, (0, 1, 3, 4, 5, 6, 7, 9))\n","Trying (0, 1, 3, 4, 5, 6, 8, 9)\n","(-1.8623377517128346, (0, 1, 3, 4, 5, 6, 8, 9))\n","Trying (0, 1, 3, 4, 5, 7, 8, 9)\n","(-1.8754580980308793, (0, 1, 3, 4, 5, 7, 8, 9))\n","Trying (0, 1, 3, 4, 6, 7, 8, 9)\n","(-1.8479656614025255, (0, 1, 3, 4, 6, 7, 8, 9))\n","Trying (0, 1, 3, 5, 6, 7, 8, 9)\n","(-1.8590722350188584, (0, 1, 3, 5, 6, 7, 8, 9))\n","Trying (0, 1, 4, 5, 6, 7, 8, 9)\n","(-1.883817691839249, (0, 1, 4, 5, 6, 7, 8, 9))\n","Trying (0, 2, 3, 4, 5, 6, 7, 8)\n","(-1.8470075487066246, (0, 2, 3, 4, 5, 6, 7, 8))\n","Trying (0, 2, 3, 4, 5, 6, 7, 9)\n","(-1.8865386358022915, (0, 2, 3, 4, 5, 6, 7, 9))\n","Trying (0, 2, 3, 4, 5, 6, 8, 9)\n","(-1.8794397834749594, (0, 2, 3, 4, 5, 6, 8, 9))\n","Trying (0, 2, 3, 4, 5, 7, 8, 9)\n","(-1.874744713021751, (0, 2, 3, 4, 5, 7, 8, 9))\n","Trying (0, 2, 3, 4, 6, 7, 8, 9)\n","(-1.848056556577661, (0, 2, 3, 4, 6, 7, 8, 9))\n","Trying (0, 2, 3, 5, 6, 7, 8, 9)\n","(-1.8164798935424205, (0, 2, 3, 5, 6, 7, 8, 9))\n","Trying (0, 2, 4, 5, 6, 7, 8, 9)\n","(-1.8688452616572973, (0, 2, 4, 5, 6, 7, 8, 9))\n","Trying (0, 3, 4, 5, 6, 7, 8, 9)\n","(-1.8557897265215915, (0, 3, 4, 5, 6, 7, 8, 9))\n","Trying (1, 2, 3, 4, 5, 6, 7, 8)\n","(-1.8052494711402665, (1, 2, 3, 4, 5, 6, 7, 8))\n","Trying (1, 2, 3, 4, 5, 6, 7, 9)\n","(-1.8317647214140815, (1, 2, 3, 4, 5, 6, 7, 9))\n","Trying (1, 2, 3, 4, 5, 6, 8, 9)\n","(-1.8630182601822352, (1, 2, 3, 4, 5, 6, 8, 9))\n","Trying (1, 2, 3, 4, 5, 7, 8, 9)\n","(-1.8366520541895324, (1, 2, 3, 4, 5, 7, 8, 9))\n","Trying (1, 2, 3, 4, 6, 7, 8, 9)\n","(-1.8245231165402342, (1, 2, 3, 4, 6, 7, 8, 9))\n","Trying (1, 2, 3, 5, 6, 7, 8, 9)\n","(-1.8424045683158496, (1, 2, 3, 5, 6, 7, 8, 9))\n","Trying (1, 2, 4, 5, 6, 7, 8, 9)\n","(-1.8651153399397615, (1, 2, 4, 5, 6, 7, 8, 9))\n","Trying (1, 3, 4, 5, 6, 7, 8, 9)\n","(-1.8492411239215907, (1, 3, 4, 5, 6, 7, 8, 9))\n","Trying (2, 3, 4, 5, 6, 7, 8, 9)\n","(-1.8487241435632749, (2, 3, 4, 5, 6, 7, 8, 9))\n","Trying (0, 1, 2, 3, 4, 5, 6, 7, 8)\n","(-1.8844667360450076, (0, 1, 2, 3, 4, 5, 6, 7, 8))\n","Trying (0, 1, 2, 3, 4, 5, 6, 7, 9)\n","(-2.001303282206119, (0, 1, 2, 3, 4, 5, 6, 7, 9))\n","Trying (0, 1, 2, 3, 4, 5, 6, 8, 9)\n","(-1.9233547755265064, (0, 1, 2, 3, 4, 5, 6, 8, 9))\n","Trying (0, 1, 2, 3, 4, 5, 7, 8, 9)\n","(-2.0402110776441456, (0, 1, 2, 3, 4, 5, 7, 8, 9))\n","Trying (0, 1, 2, 3, 4, 6, 7, 8, 9)\n","(-1.9238871175428733, (0, 1, 2, 3, 4, 6, 7, 8, 9))\n","Trying (0, 1, 2, 3, 5, 6, 7, 8, 9)\n","(-1.8937030753577282, (0, 1, 2, 3, 5, 6, 7, 8, 9))\n","Trying (0, 1, 2, 4, 5, 6, 7, 8, 9)\n","(-2.019505156561049, (0, 1, 2, 4, 5, 6, 7, 8, 9))\n","Trying (0, 1, 3, 4, 5, 6, 7, 8, 9)\n","(-2.0088357315773333, (0, 1, 3, 4, 5, 6, 7, 8, 9))\n","Trying (0, 2, 3, 4, 5, 6, 7, 8, 9)\n","(-1.94792979175594, (0, 2, 3, 4, 5, 6, 7, 8, 9))\n","Trying (1, 2, 3, 4, 5, 6, 7, 8, 9)\n","(-1.93309611321072, (1, 2, 3, 4, 5, 6, 7, 8, 9))\n","mask [False False False False False False False  True False  True]\n","Trying to solve mysteries with brute force...\n","Trying to solve results/gradients_gen_sym_F1.txt_train\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       2\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pab\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","       10000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......   10000\n","Shuffling and normalizin\n"," Searching for best fit...\n","     29.999999599507                      P               1             0.0000        299999.9960        999970.0000             0.0000             0.0000         10000.0000\n","     26.563644309261                      a               2             1.0000        265637.4431             3.4364             0.0000             0.0196         10000.0000\n","     26.315098836554                  abR</            6212            12.6008        263163.5892             0.2485             0.0000             0.0475             6.3664\n","     26.232650972902                 abLLC*           68636            16.0667        262342.5764             0.0824             0.0000             0.0601             2.0392\n","     25.990115801257                 baLL</           78111            16.2532        259917.4113             0.2425             0.0000             0.0921             2.0758\n","     25.468153776767                abaRS*/          554933            19.0820        254700.6197             0.5220             0.0000             0.0251             1.3820\n","     24.494448495100                bLCaRS+         3722580            21.8279        244966.3128             0.9737             0.0000             0.0308             1.1930\n","     23.854740989960              aRSbRSSC+       740575331            29.4641        238576.8740             0.6397             0.0000             0.0752             1.0822\n","\n","Generalized symmetry found\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/gen_sym/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     31.283042273099     46.897272368484                      P               1             0.0000        250264.3382             4.5621            15.0414             1.6505          8000.0000\n","     31.269391543947     50.001662238944                     h~              39             5.2854        250160.4178             4.4852            14.7489             1.6167          2987.4614\n","     31.239670794988     45.631251585824                     aR              52             5.7004        249923.0668             4.3962            14.6185             1.6200          3947.7114\n","     31.233171092124     45.602849317493                     cR              54             5.7549        249871.1236             4.4014            14.8942             1.6483          4097.7964\n","     31.230033960045     45.564805467783                     fR              57             5.8329        249846.1046             4.3979            14.6344             1.6581          4303.1753\n","     31.213725503515     43.649144111974                    aP/             402             8.6511        249718.4551             4.3373            15.4213             1.6319          2151.7439\n","     31.205275605476     43.737393191206                    iP/             410             8.6795        249650.8843             4.3510            16.2012             1.6366          2265.8562\n","     31.198609743740     43.735816717195                   fa+R            6527            12.6722        249601.5502             4.3079            13.9220             1.6534          3345.3330\n","     31.197215320740     43.724500961009                   fe+R            6567            12.6810        249590.4036             4.3110            14.5237             1.6694          3373.6848\n","     31.178690674995     43.626217126415                  ahP+/           31482            14.9422        249444.4676             4.2010            15.4240             1.5971          3089.6399\n","     31.172165019924     43.575592353919                  dhP+/           31485            14.9424        249392.2625             4.2046            15.0871             1.6539          3090.1077\n","     31.165665492696     43.646229195170                  ghP+/           31488            14.9425        249340.2665             4.2205            15.9145             1.6319          3090.5754\n","     31.148102634806     43.629288393898                  ihP+/           31490            14.9426        249199.7637             4.2165            15.5810             1.6744          3090.8872\n","     31.137508660043     40.750848816641                  caR*R           83514            16.3497        249116.4190             4.1523            13.9615             1.6531          2998.9211\n","     31.137483592218     37.258133009534                  ba+P/          112213            16.7759        249116.6446             4.1205            13.8249             1.6482          3139.4868\n","     31.129880175289     37.352013280226                  ca+P/          112214            16.7759        249055.8173             4.1157            14.0035             1.6436          3139.5300\n","     31.117054849821     37.277414772034                  ig+P/          112280            16.7767        248953.2155             4.1389            14.5000             1.6748          3142.2830\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/gen_sym/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   64.666441696060843        6.4666444767552012E-002\n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     31.283042273099     15.927865014537                      P               1             0.0000        250264.3382             4.5621            15.0414             1.6505          8000.0000\n","     31.282388332169    -15.927990582168                     P~              31             4.9542        250264.0609             4.5621            15.0418             1.6561          1196.2258\n","     31.275928113027     25.503299484748                    hC>             569             9.1523        250216.5772             4.5147            15.1144             1.6275           801.7294\n","     31.223870757931    -53.008359324054                    a\\<             622             9.2808        249800.2468             4.3685            14.6938             1.6419           937.7315\n","     31.221395640511    -52.915752630018                    g\\<             628             9.2946        249780.4597             4.3740            15.0340             1.6518          1005.2054\n","     31.164289381598     13.632454175388                   ba+L            7723            12.9149        249327.2300             4.1818            14.1939             1.6381           696.5488\n","     31.144304708091     13.647976082598                   ca+L            7724            12.9151        249167.3528             4.1840            14.7199             1.6533           697.4943\n","     31.133477645130     13.650743764624                   fb+L            7737            12.9176        249080.7387             4.1853            15.1818             1.6903           707.9861\n","     31.131849178015     13.554215931196                  ca>+L           93014            16.5052        249071.2986             4.1641            14.4835             1.6738           553.1608\n","     31.102151500681     10.733469322352                  ca+L>          119014            16.8608        248834.0728             4.0989            13.7950             1.6776           579.2479\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","24.94 34.62 2*x7**3 + x7**2 - 10*x7 + 25\n","52.15 31.29 50.0379159450531\n","52.5 31.28 15.927865014537*pi\n","52.5 31.28 -15.927990582168*(-pi)\n","55.15 31.27 50.001662238944+(-x7)\n","59.71 31.21 43.649144111974+(x0/pi)\n","59.71 31.21 43.737393191206+(x8/pi)\n","61.88 31.17 13.6226444244385*log(x0 + x1)\n","61.88 31.15 13.6235628128052*log(x1 + x5)\n","61.89 31.15 13.6301336288452*log(x0 + x2)\n","61.89 31.14 13.647976082598*log((x2+x0))\n","61.89 31.13 13.650743764624*log((x5+x1))\n","62.73 31.12 37.277414772034+((x8+x6)/pi)\n","111.47 31.1 10.733469322352*(log((x2+x0))+1)\n","4730.44 31.01 -0.00107419291541743*x0**2*x7 + 0.000155502255517393*x0**2*x8 - 0.000911958979230444*x0**2 + 0.0002100809114022*x0*x1**2 - 0.000203682418590447*x0*x1*x3 + 0.00112067401242244*x0*x1*x7 - 0.00676309311631764*x0*x1 + 0.00895958728628471*x0*x2 - 0.000207541431588095*x0*x3*x5 + 0.0011726442117643*x0*x3*x7 + 0.00329417777461697*x0*x3 + 0.000161477349901331*x0*x4*x5 - 0.00218721852708579*x0*x4*x7 + 0.00624878583860197*x0*x4 + 0.00392159978464534*x0*x5 - 0.00326621878304808*x0*x6*x7 - 0.00740740361825782*x0*x6 - 0.0016304733781683*x0*x7**2 - 0.00213790310450038*x0*x7*x8 + 0.175056589658791*x0*x7 + 0.000912783936245432*x0*x8 + 0.157143444223043*x0 - 0.00015516771603211*x1**2*x5 + 0.00107083186733111*x1**2*x7 + 0.000811811434905383*x1**2 + 0.000206772808562098*x1*x2**2 + 0.000156130136287772*x1*x2*x5 + 0.00109229647597467*x1*x2*x7 - 0.00663706480412696*x1*x2 - 0.00015004844318378*x1*x3**2 - 0.00108479085501127*x1*x3*x7 - 0.000161241546527955*x1*x3*x8 + 0.0114618876346957*x1*x3 - 0.00116985828934787*x1*x4*x7 - 0.00218008081404716*x1*x4 - 0.00106806714080751*x1*x5*x7 - 0.0028373123245297*x1*x5 - 0.000210919165242955*x1*x6*x8 + 0.0122875747108553*x1*x6 - 0.0212882425024234*x1*x7**2 - 0.00108982035570414*x1*x7*x8 + 0.0199808677336136*x1*x7 + 0.000209723662001751*x1*x8**2 + 0.00659681414016801*x1*x8 + 0.102945464390226*x1 - 0.00214005752035617*x2**2*x7 - 0.00892693147273041*x2**2 - 0.000157139205243614*x2*x3*x5 + 0.00107320353889208*x2*x3*x7 + 0.000309370331198795*x2*x3 + 0.00453130363437902*x2*x4 - 0.000154090609714834*x2*x5*x6 + 0.00110374075264948*x2*x5*x7 - 0.00713729585870242*x2*x5 - 0.000158727979198023*x2*x6**2 - 0.000150976139395853*x2*x6*x8 + 0.0200536023337049*x2*x6 - 0.0239718053567444*x2*x7**2 + 0.0362508758292308*x2*x7 - 0.000159944326980954*x2*x8**2 + 0.00450908845983686*x2*x8 + 0.168742230786048*x2 - 0.00220988775530698*x3**2*x7 - 0.00471743139689998*x3**2 - 0.000154233902651356*x3*x4*x6 - 0.000985845352244933*x3*x4*x7 - 0.00311998421999091*x3*x4 - 0.00106912998021*x3*x5*x7 + 0.00631349191333459*x3*x5 - 0.000983100018358923*x3*x6*x7 - 0.00107232131642762*x3*x6 + 0.0653310654711958*x3*x7**2 - 0.000982766411047341*x3*x7*x8 + 0.133090049879358*x3*x7 + 0.00026326580106318*x3*x8**2 - 0.00423562482103495*x3*x8 + 0.174429487651727*x3 - 0.000159985921187005*x4**2*x5 + 0.00106722479940106*x4**2*x7 - 0.00108293268655237*x4**2 - 0.000320692371693012*x4*x5**2 - 0.00101453036507779*x4*x5*x7 + 0.0135053211509588*x4*x5 - 0.000158205360921514*x4*x6**2 + 0.00105566515728236*x4*x6*x7 - 0.000149632319540275*x4*x6*x8 + 0.011868844537798*x4*x6 - 0.0192937397546904*x4*x7**2 + 0.00105384178971579*x4*x7*x8 + 0.022482903613974*x4*x7 - 0.000159629472864245*x4*x8**2 + 0.00795327727875633*x4*x8 - 0.108537732749735*x4 - 0.000260658144606192*x5**3 + 0.00208696606185338*x5**2*x7 + 0.0239145531916326*x5**2 + 0.00211545909858359*x5*x6*x7 - 0.00211550687321045*x5*x6 + 0.00305932220835328*x5*x7**2 + 0.00101727985226411*x5*x7*x8 - 0.106245206701106*x5*x7 + 0.00807668661269545*x5*x8 - 0.377496326948696*x5 - 0.0021064533917879*x6**2*x7 + 0.0106571294740487*x6**2 - 0.0469627729396137*x6*x7**2 + 0.00215256071437296*x6*x7*x8 + 0.0889824366153096*x6*x7 + 0.000201709770498572*x6*x8**2 + 0.00571894739573243*x6*x8 - 0.313797053112825*x6 + 1.81396209903086*x7**3 - 0.0427421279596862*x7**2*x8 + 1.47757700607452*x7**2 - 0.00110095585359508*x7*x8**2 + 0.0459246794319244*x7*x8 - 10.0572632541407*x7 - 0.000158723579919558*x8**3 + 0.00489216079485032*x8**2 - 0.131006119008353*x8 + 25.1864585026468\n","4763.89 30.95 -0.00107419291541743*x0**2*x7 + 0.000155502255517393*x0**2*x8 - 0.000911958979230444*x0**2 + 0.0002100809114022*x0*x1**2 - 0.000203682418590447*x0*x1*x3 + 0.00112067401242244*x0*x1*x7 - 0.00676309311631764*x0*x1 + 0.00895958728628471*x0*x2 - 0.000207541431588095*x0*x3*x5 + 0.0011726442117643*x0*x3*x7 + 0.00329417777461697*x0*x3 + 0.000161477349901331*x0*x4*x5 - 0.00218721852708579*x0*x4*x7 + 0.00624878583860197*x0*x4 + 0.00392159978464534*x0*x5 - 0.00326621878304808*x0*x6*x7 - 0.00740740361825782*x0*x6 - 0.0016304733781683*x0*x7**2 - 0.00213790310450038*x0*x7*x8 + 0.175056589658791*x0*x7 + 0.000912783936245432*x0*x8 + 0.157143444223043*x0 - 0.00015516771603211*x1**2*x5 + 0.00107083186733111*x1**2*x7 + 0.000811811434905383*x1**2 + 0.000206772808562098*x1*x2**2 + 0.000156130136287772*x1*x2*x5 + 0.00109229647597467*x1*x2*x7 - 0.00663706480412696*x1*x2 - 0.00015004844318378*x1*x3**2 - 0.00108479085501127*x1*x3*x7 - 0.000161241546527955*x1*x3*x8 + 0.0114618876346957*x1*x3 - 0.00116985828934787*x1*x4*x7 - 0.00218008081404716*x1*x4 - 0.00106806714080751*x1*x5*x7 - 0.0028373123245297*x1*x5 - 0.000210919165242955*x1*x6*x8 + 0.0122875747108553*x1*x6 - 0.0212882425024234*x1*x7**2 - 0.00108982035570414*x1*x7*x8 + 0.0199808677336136*x1*x7 + 0.000209723662001751*x1*x8**2 + 0.00659681414016801*x1*x8 + 0.102945464390226*x1 - 0.00214005752035617*x2**2*x7 - 0.00892693147273041*x2**2 - 0.000157139205243614*x2*x3*x5 + 0.00107320353889208*x2*x3*x7 + 0.000309370331198795*x2*x3 - 0.000117111078015567*x2*x4*x8 + 0.00453130363437902*x2*x4 - 0.000154090609714834*x2*x5*x6 + 0.00110374075264948*x2*x5*x7 - 0.00713729585870242*x2*x5 - 0.000158727979198023*x2*x6**2 - 0.000150976139395853*x2*x6*x8 + 0.0200536023337049*x2*x6 - 0.0239718053567444*x2*x7**2 + 0.0362508758292308*x2*x7 - 0.000159944326980954*x2*x8**2 + 0.00450908845983686*x2*x8 + 0.168742230786048*x2 - 0.00220988775530698*x3**2*x7 - 0.00471743139689998*x3**2 - 0.000154233902651356*x3*x4*x6 - 0.000985845352244933*x3*x4*x7 - 0.00311998421999091*x3*x4 - 0.00106912998021*x3*x5*x7 + 0.00631349191333459*x3*x5 - 0.000983100018358923*x3*x6*x7 - 0.00107232131642762*x3*x6 + 0.0653310654711958*x3*x7**2 - 0.000982766411047341*x3*x7*x8 + 0.133090049879358*x3*x7 + 0.00026326580106318*x3*x8**2 - 0.00423562482103495*x3*x8 + 0.174429487651727*x3 - 0.000159985921187005*x4**2*x5 + 0.00106722479940106*x4**2*x7 - 0.00108293268655237*x4**2 - 0.000320692371693012*x4*x5**2 - 0.00101453036507779*x4*x5*x7 + 0.0135053211509588*x4*x5 - 0.000158205360921514*x4*x6**2 + 0.00105566515728236*x4*x6*x7 - 0.000149632319540275*x4*x6*x8 + 0.011868844537798*x4*x6 - 0.0192937397546904*x4*x7**2 + 0.00105384178971579*x4*x7*x8 + 0.022482903613974*x4*x7 - 0.000159629472864245*x4*x8**2 + 0.00795327727875633*x4*x8 - 0.108537732749735*x4 - 0.000260658144606192*x5**3 + 0.00208696606185338*x5**2*x7 + 0.0239145531916326*x5**2 + 0.00211545909858359*x5*x6*x7 - 0.00211550687321045*x5*x6 + 0.00305932220835328*x5*x7**2 + 0.00101727985226411*x5*x7*x8 - 0.106245206701106*x5*x7 + 0.00807668661269545*x5*x8 - 0.377496326948696*x5 - 0.0021064533917879*x6**2*x7 + 0.0106571294740487*x6**2 - 0.0469627729396137*x6*x7**2 + 0.00215256071437296*x6*x7*x8 + 0.0889824366153096*x6*x7 + 0.000201709770498572*x6*x8**2 + 0.00571894739573243*x6*x8 - 0.313797053112825*x6 + 1.81396209903086*x7**3 - 0.0427421279596862*x7**2*x8 + 1.47757700607452*x7**2 - 0.00110095585359508*x7*x8**2 + 0.0459246794319244*x7*x8 - 10.0572632541407*x7 - 0.000158723579919558*x8**3 + 0.00489216079485032*x8**2 - 0.131006119008353*x8 + 25.1864585026468\n","4830.69 30.84 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0.000159629472864245*x4*x8**2 + 0.00795327727875633*x4*x8 - 0.108537732749735*x4 - 0.000260658144606192*x5**3 + 0.000105762318665093*x5**2*x6 + 0.00208696606185338*x5**2*x7 - 9.50103975510886e-5*x5**2*x8 + 0.0239145531916326*x5**2 - 5.47339842321266e-5*x5*x6**2 + 0.00211545909858359*x5*x6*x7 - 0.000113226060498003*x5*x6*x8 - 0.00211550687321045*x5*x6 + 0.00305932220835328*x5*x7**2 + 0.00101727985226411*x5*x7*x8 - 0.106245206701106*x5*x7 - 3.75375310196698e-5*x5*x8**2 + 0.00807668661269545*x5*x8 - 0.377496326948696*x5 - 5.3286919461434e-5*x6**3 - 0.0021064533917879*x6**2*x7 - 5.96906608317033e-5*x6**2*x8 + 0.0106571294740487*x6**2 - 0.0469627729396137*x6*x7**2 + 0.00215256071437296*x6*x7*x8 + 0.0889824366153096*x6*x7 + 0.000201709770498572*x6*x8**2 + 0.00571894739573243*x6*x8 - 0.313797053112825*x6 + 1.81396209903086*x7**3 - 0.0427421279596862*x7**2*x8 + 1.47757700607452*x7**2 - 0.00110095585359508*x7*x8**2 + 0.0459246794319244*x7*x8 - 10.0572632541407*x7 - 0.000158723579919558*x8**3 + 0.00489216079485032*x8**2 - 0.131006119008353*x8 + 25.1864585026468\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_squared/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     37.925671016504    666.000000000000                      P               1             0.0000        303405.3681           457.7053          1677.8607             1.6679          8000.0000\n","     37.921211639125    666.000000000000                      a               2             1.0000        303370.6931           455.9010          1671.4424             1.6629          8000.0000\n","     37.916828887855    666.000000000000                      c               4             2.0000        303336.6311           455.9444          1674.9236             1.6804          8000.0000\n","     37.915105000966    666.000000000000                      g               8             3.0000        303323.8400           455.9577          1671.1711             1.6880          8000.0000\n","     37.912283899044    666.000000000000                    ca+             114             6.8329        303305.1041           454.1532          1668.9345             1.6744          7298.3857\n","     37.911987313978    666.000000000000                    dc+             135             7.0768        303302.9753           454.2047          1666.1437             1.6751          7407.5259\n","     37.911287399066    666.000000000000                    gc+             138             7.1085        303297.4077           454.1596          1667.5845             1.6755          7420.4058\n","     37.906591036912    666.000000000000                    gg+             178             7.4757        303260.2040           454.2847          1664.6534             1.6978          7550.6519\n","     37.903864348742    666.000000000000                    fP*             207             7.6935        303238.6083           452.3640          1649.1595             1.6829          7613.6040\n","     37.871511401726    666.000000000000                    aa*             212             7.7279        302979.8191           441.9673          1719.0547             1.6579          7622.7168\n","     37.790491660899    666.000000000000                    ba*             213             7.7347        302331.6680           413.1717          1552.4004             1.6209          7624.4883\n","     37.759398338745    666.000000000000                    ca*             214             7.7415        302082.9282           411.8605          1505.2109             1.6836          7626.2432\n","     37.758292966875    666.000000000000                   ca>*            2224            11.1189        302077.4627           411.5155          1501.0419             1.6770          7086.2832\n","     37.757063722397    666.000000000000                   ac>*            2242            11.1306        302067.6403           411.4316          1513.1471             1.6879          7093.6191\n","     37.753148476019    666.000000000000                  bca*+           20533            14.3257        302039.5135           409.9436          1502.0935             1.6834          6688.1543\n","     37.751515649051    666.000000000000                  eca*+           20536            14.3259        302026.4511           409.9202          1499.2122             1.6894          6688.3457\n","     37.751488671805    666.000000000000                  caP+*           23414            14.5151        302026.4245           411.0206          1493.9348             1.6860          6828.4951\n","     37.716880992463    666.000000000000                  cba+*           23524            14.5218        301749.5698           397.5756          1437.8997             1.6553          6833.7202\n","     37.706300668189    666.000000000000                  gca+*           23538            14.5227        301664.9280           396.6593          1634.5853             1.6593          6834.4136\n","     37.702469004772    666.000000000000                  gfa+*           23568            14.5245        301634.2766           398.8391          1696.7129             1.6785          6835.8975\n","     37.697097403124    666.000000000000                  bga+*           23573            14.5248        301591.3041           398.7020          1564.6250             1.7018          6836.1445\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_squared/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   4181.7486816300361        4.1817488802524405     \n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     37.925671016504    666.000000000000                      P               1             0.0000        303405.3681           457.7053          1677.8607             1.6679          8000.0000\n","     37.925022772847   -666.000000000000                     P~              31             4.9542        303405.1364           457.7035          1677.8212             1.6733          1813.5161\n","     37.921747600551    666.000000000000                     hC              79             6.3038        303380.2846           454.0316          1699.4481             1.6515          2072.2913\n","     37.907915196319    666.000000000000                     aL              82             6.3576        303269.6791           449.8089          1873.3947             1.6367          2192.3901\n","     37.896449940177    666.000000000000                     dL              85             6.4094        303178.0089           449.8312          1810.6535             1.6964          2397.3647\n","     37.890917707659    666.000000000000                     iL              90             6.4919        303133.8335           451.0129          1906.9539             1.6632          2619.7444\n","     37.888622184066   -666.000000000000                    hP-             309             8.2715        303117.2489           445.2861          1854.8450             1.6610          2628.0227\n","     37.888311152969    666.000000000000                    Ph-             381             8.5736        303115.0629           445.2866          1854.8705             1.6631          2186.3359\n","     37.867883976762    635.073973913922                    aL>             572             9.1599        302952.2317           437.2167          1755.5618             1.6380          2046.2063\n","     37.861531222372    634.016304089475                    eL>             576             9.1699        302901.4197           439.0797          1559.8345             1.6721          2087.5520\n","     37.861493221267    635.705677039294                    iL>             580             9.1799        302901.1257           438.0708          1795.1918             1.6330          2114.5361\n","     37.860610046960    666.000000000000                    eRR             906             9.8234        302894.7037           438.1355          1535.4014             1.6704          2255.6489\n","     37.852448165113    666.000000000000                    iRR             910             9.8297        302829.4150           437.2250          1777.9704             1.6658          2272.1089\n","     37.849613080739    666.000000000000                    iLR             940             9.8765        302806.7812           435.1066          1696.9843             1.6710          2284.7351\n","     37.781002261370    398.232235403365                   ba+R            6523            12.6713        302260.6894           414.0220          1523.9027             1.6632          1473.8744\n","     37.766261925679    399.795085185220                   ca+R            6524            12.6715        302142.7669           413.4036          1484.8204             1.6688          1474.8748\n","     37.747488864107    425.847090441277                   ca*L            7824            12.9337        301992.8446           410.6080          1482.8751             1.6985          1564.0782\n","     37.738987617806    344.918927126979                  ca+R>          117814            16.8462        301928.7471           409.9490          1482.0748             1.7094          1105.2009\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","1.0 35.61 1\n","24.94 34.62 2*x7**3 + x7**2 - 10*x7 + 25\n","52.15 31.29 50.0379159450531\n","52.5 31.28 15.927865014537*pi\n","52.5 31.28 -15.927990582168*(-pi)\n","55.15 31.27 50.001662238944+(-x7)\n","59.71 31.21 43.649144111974+(x0/pi)\n","59.71 31.21 43.737393191206+(x8/pi)\n","61.88 31.17 13.6226444244385*log(x0 + x1)\n","61.88 31.15 13.6235628128052*log(x1 + x5)\n","61.89 31.15 13.6301336288452*log(x0 + x2)\n","61.89 31.14 13.647976082598*log((x2+x0))\n","61.89 31.13 13.650743764624*log((x5+x1))\n","62.73 31.12 37.277414772034+((x8+x6)/pi)\n","111.47 31.1 10.733469322352*(log((x2+x0))+1)\n","4730.44 31.01 -0.00107419291541743*x0**2*x7 + 0.000155502255517393*x0**2*x8 - 0.000911958979230444*x0**2 + 0.0002100809114022*x0*x1**2 - 0.000203682418590447*x0*x1*x3 + 0.00112067401242244*x0*x1*x7 - 0.00676309311631764*x0*x1 + 0.00895958728628471*x0*x2 - 0.000207541431588095*x0*x3*x5 + 0.0011726442117643*x0*x3*x7 + 0.00329417777461697*x0*x3 + 0.000161477349901331*x0*x4*x5 - 0.00218721852708579*x0*x4*x7 + 0.00624878583860197*x0*x4 + 0.00392159978464534*x0*x5 - 0.00326621878304808*x0*x6*x7 - 0.00740740361825782*x0*x6 - 0.0016304733781683*x0*x7**2 - 0.00213790310450038*x0*x7*x8 + 0.175056589658791*x0*x7 + 0.000912783936245432*x0*x8 + 0.157143444223043*x0 - 0.00015516771603211*x1**2*x5 + 0.00107083186733111*x1**2*x7 + 0.000811811434905383*x1**2 + 0.000206772808562098*x1*x2**2 + 0.000156130136287772*x1*x2*x5 + 0.00109229647597467*x1*x2*x7 - 0.00663706480412696*x1*x2 - 0.00015004844318378*x1*x3**2 - 0.00108479085501127*x1*x3*x7 - 0.000161241546527955*x1*x3*x8 + 0.0114618876346957*x1*x3 - 0.00116985828934787*x1*x4*x7 - 0.00218008081404716*x1*x4 - 0.00106806714080751*x1*x5*x7 - 0.0028373123245297*x1*x5 - 0.000210919165242955*x1*x6*x8 + 0.0122875747108553*x1*x6 - 0.0212882425024234*x1*x7**2 - 0.00108982035570414*x1*x7*x8 + 0.0199808677336136*x1*x7 + 0.000209723662001751*x1*x8**2 + 0.00659681414016801*x1*x8 + 0.102945464390226*x1 - 0.00214005752035617*x2**2*x7 - 0.00892693147273041*x2**2 - 0.000157139205243614*x2*x3*x5 + 0.00107320353889208*x2*x3*x7 + 0.000309370331198795*x2*x3 + 0.00453130363437902*x2*x4 - 0.000154090609714834*x2*x5*x6 + 0.00110374075264948*x2*x5*x7 - 0.00713729585870242*x2*x5 - 0.000158727979198023*x2*x6**2 - 0.000150976139395853*x2*x6*x8 + 0.0200536023337049*x2*x6 - 0.0239718053567444*x2*x7**2 + 0.0362508758292308*x2*x7 - 0.000159944326980954*x2*x8**2 + 0.00450908845983686*x2*x8 + 0.168742230786048*x2 - 0.00220988775530698*x3**2*x7 - 0.00471743139689998*x3**2 - 0.000154233902651356*x3*x4*x6 - 0.000985845352244933*x3*x4*x7 - 0.00311998421999091*x3*x4 - 0.00106912998021*x3*x5*x7 + 0.00631349191333459*x3*x5 - 0.000983100018358923*x3*x6*x7 - 0.00107232131642762*x3*x6 + 0.0653310654711958*x3*x7**2 - 0.000982766411047341*x3*x7*x8 + 0.133090049879358*x3*x7 + 0.00026326580106318*x3*x8**2 - 0.00423562482103495*x3*x8 + 0.174429487651727*x3 - 0.000159985921187005*x4**2*x5 + 0.00106722479940106*x4**2*x7 - 0.00108293268655237*x4**2 - 0.000320692371693012*x4*x5**2 - 0.00101453036507779*x4*x5*x7 + 0.0135053211509588*x4*x5 - 0.000158205360921514*x4*x6**2 + 0.00105566515728236*x4*x6*x7 - 0.000149632319540275*x4*x6*x8 + 0.011868844537798*x4*x6 - 0.0192937397546904*x4*x7**2 + 0.00105384178971579*x4*x7*x8 + 0.022482903613974*x4*x7 - 0.000159629472864245*x4*x8**2 + 0.00795327727875633*x4*x8 - 0.108537732749735*x4 - 0.000260658144606192*x5**3 + 0.00208696606185338*x5**2*x7 + 0.0239145531916326*x5**2 + 0.00211545909858359*x5*x6*x7 - 0.00211550687321045*x5*x6 + 0.00305932220835328*x5*x7**2 + 0.00101727985226411*x5*x7*x8 - 0.106245206701106*x5*x7 + 0.00807668661269545*x5*x8 - 0.377496326948696*x5 - 0.0021064533917879*x6**2*x7 + 0.0106571294740487*x6**2 - 0.0469627729396137*x6*x7**2 + 0.00215256071437296*x6*x7*x8 + 0.0889824366153096*x6*x7 + 0.000201709770498572*x6*x8**2 + 0.00571894739573243*x6*x8 - 0.313797053112825*x6 + 1.81396209903086*x7**3 - 0.0427421279596862*x7**2*x8 + 1.47757700607452*x7**2 - 0.00110095585359508*x7*x8**2 + 0.0459246794319244*x7*x8 - 10.0572632541407*x7 - 0.000158723579919558*x8**3 + 0.00489216079485032*x8**2 - 0.131006119008353*x8 + 25.1864585026468\n","4763.89 30.95 -0.00107419291541743*x0**2*x7 + 0.000155502255517393*x0**2*x8 - 0.000911958979230444*x0**2 + 0.0002100809114022*x0*x1**2 - 0.000203682418590447*x0*x1*x3 + 0.00112067401242244*x0*x1*x7 - 0.00676309311631764*x0*x1 + 0.00895958728628471*x0*x2 - 0.000207541431588095*x0*x3*x5 + 0.0011726442117643*x0*x3*x7 + 0.00329417777461697*x0*x3 + 0.000161477349901331*x0*x4*x5 - 0.00218721852708579*x0*x4*x7 + 0.00624878583860197*x0*x4 + 0.00392159978464534*x0*x5 - 0.00326621878304808*x0*x6*x7 - 0.00740740361825782*x0*x6 - 0.0016304733781683*x0*x7**2 - 0.00213790310450038*x0*x7*x8 + 0.175056589658791*x0*x7 + 0.000912783936245432*x0*x8 + 0.157143444223043*x0 - 0.00015516771603211*x1**2*x5 + 0.00107083186733111*x1**2*x7 + 0.000811811434905383*x1**2 + 0.000206772808562098*x1*x2**2 + 0.000156130136287772*x1*x2*x5 + 0.00109229647597467*x1*x2*x7 - 0.00663706480412696*x1*x2 - 0.00015004844318378*x1*x3**2 - 0.00108479085501127*x1*x3*x7 - 0.000161241546527955*x1*x3*x8 + 0.0114618876346957*x1*x3 - 0.00116985828934787*x1*x4*x7 - 0.00218008081404716*x1*x4 - 0.00106806714080751*x1*x5*x7 - 0.0028373123245297*x1*x5 - 0.000210919165242955*x1*x6*x8 + 0.0122875747108553*x1*x6 - 0.0212882425024234*x1*x7**2 - 0.00108982035570414*x1*x7*x8 + 0.0199808677336136*x1*x7 + 0.000209723662001751*x1*x8**2 + 0.00659681414016801*x1*x8 + 0.102945464390226*x1 - 0.00214005752035617*x2**2*x7 - 0.00892693147273041*x2**2 - 0.000157139205243614*x2*x3*x5 + 0.00107320353889208*x2*x3*x7 + 0.000309370331198795*x2*x3 - 0.000117111078015567*x2*x4*x8 + 0.00453130363437902*x2*x4 - 0.000154090609714834*x2*x5*x6 + 0.00110374075264948*x2*x5*x7 - 0.00713729585870242*x2*x5 - 0.000158727979198023*x2*x6**2 - 0.000150976139395853*x2*x6*x8 + 0.0200536023337049*x2*x6 - 0.0239718053567444*x2*x7**2 + 0.0362508758292308*x2*x7 - 0.000159944326980954*x2*x8**2 + 0.00450908845983686*x2*x8 + 0.168742230786048*x2 - 0.00220988775530698*x3**2*x7 - 0.00471743139689998*x3**2 - 0.000154233902651356*x3*x4*x6 - 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0.0239145531916326*x5**2 - 5.47339842321266e-5*x5*x6**2 + 0.00211545909858359*x5*x6*x7 - 0.000113226060498003*x5*x6*x8 - 0.00211550687321045*x5*x6 + 0.00305932220835328*x5*x7**2 + 0.00101727985226411*x5*x7*x8 - 0.106245206701106*x5*x7 - 3.75375310196698e-5*x5*x8**2 + 0.00807668661269545*x5*x8 - 0.377496326948696*x5 - 5.3286919461434e-5*x6**3 - 0.0021064533917879*x6**2*x7 - 5.96906608317033e-5*x6**2*x8 + 0.0106571294740487*x6**2 - 0.0469627729396137*x6*x7**2 + 0.00215256071437296*x6*x7*x8 + 0.0889824366153096*x6*x7 + 0.000201709770498572*x6*x8**2 + 0.00571894739573243*x6*x8 - 0.313797053112825*x6 + 1.81396209903086*x7**3 - 0.0427421279596862*x7**2*x8 + 1.47757700607452*x7**2 - 0.00110095585359508*x7*x8**2 + 0.0459246794319244*x7*x8 - 10.0572632541407*x7 - 0.000158723579919558*x8**3 + 0.00489216079485032*x8**2 - 0.131006119008353*x8 + 25.1864585026468\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_atan/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     20.000017183731     -1.590778220428                      P               1             0.0000        160000.1375             0.0019             0.0086             1.6392          8000.0000\n","     20.000017183730      2.550814520585                     PC              71             6.1497        160006.2872             0.0019             0.0086             1.6392           915.6479\n","     20.000017183729     -8.318790429798                    PP*             201             7.6511        160007.7885             0.0019             0.0086             1.6392           488.5821\n","     19.984345463591      0.552432454451                    a\\C            1072            10.0661        159884.8298             0.0019             0.0083             1.6531           729.6157\n","     19.975630716523      0.552416169062                    i\\C            1080            10.0768        159815.1225             0.0019             0.0093             1.6510           776.0713\n","     19.970341417404      0.550926200982                   ha/C            7629            12.8973        159775.6286             0.0018             0.0080             1.6229           479.4331\n","     19.962365507652      0.550923033440                   hb/C            7639            12.8992        159711.8232             0.0018             0.0080             1.6541           480.9230\n","     19.944374142643      0.551649973042                   a\\CR           15922            13.9587        159568.9519             0.0018             0.0084             1.6100           550.6975\n","     19.942553724688      0.551629371100                   c\\CR           15924            13.9589        159554.3887             0.0018             0.0086             1.6329           551.6331\n","     19.928184258678      1.553707412792                  ba~*\\           79713            16.2825        159441.7566             0.0018             0.0073             1.6314           377.7142\n","     19.914234025053      1.553723146305                  ca~*\\           79714            16.2825        159330.1547             0.0018             0.0078             1.6366           377.8098\n","     19.911517736104      1.553701335535                  da~*\\           79715            16.2826        159308.4245             0.0018             0.0096             1.6750           377.9054\n","     19.907882031725      1.553698188576                  fa~*\\           79717            16.2826        159279.3389             0.0018             0.0084             1.6560           378.0966\n","     19.905369922433      1.553695541749                  ga~*\\           79718            16.2826        159259.2420             0.0018             0.0078             1.6703           378.1923\n","     19.898597837853      1.553714775161                  fb~*\\           79727            16.2828        159205.0655             0.0018             0.0080             1.6510           378.7807\n","     19.896414012492      1.553706171649                  fd~*\\           79747            16.2831        159187.5952             0.0018             0.0078             1.6786           380.1740\n","     19.896190525196      1.553723919588                 iha-*\\          653600            19.3180        159188.8423             0.0018             0.0084             1.6748           382.4646\n","     19.887851656921      1.553719656984                 fhb-*\\          653697            19.3183        159122.1315             0.0018             0.0078             1.6469           382.5651\n","     19.887596996161      1.553704617814                 fhd-*\\          653897            19.3187        159120.0947             0.0018             0.0076             1.6548           382.8149\n","     19.887464795318      1.553723578444                 bhf-*\\          654093            19.3191        159119.0375             0.0018             0.0078             1.6528           383.0231\n","     19.883893043788      1.553721265979                 dhi-*\\          654395            19.3198        159090.4642             0.0018             0.0092             1.6692           383.3175\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_atan/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   1.5553335879501473        1.5553336618245287E-003\n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     20.000017183731      0.493639579803                      P               1             0.0000        160000.1375             0.0019             0.0086             1.6392          8000.0000\n","     19.999351876731     -0.493639629931                     P~              31             4.9542        159999.7692             0.0019             0.0086             1.6448          1046.0322\n","     19.999351876731   -666.000000000000                     PS              61             5.9307        160000.7458             0.0019             0.0086             1.6448           931.7705\n","     19.999351876725     -0.724140798747                    P~>             521             9.0251        160003.8402             0.0019             0.0086             1.6448           396.3743\n","     19.965922882747      1.551008264415                   ha/C            7629            12.8973        159740.2803             0.0018             0.0081             1.6099           296.6524\n","     19.962643900513      1.550991880085                   hb/C            7639            12.8992        159714.0504             0.0018             0.0081             1.6220           298.3753\n","     19.960824898845      1.550985724821                   hd/C            7659            12.9029        159699.5021             0.0018             0.0080             1.6397           301.8129\n","     19.954401565243      1.550989904326                   hf/C            7679            12.9067        159648.1192             0.0018             0.0080             1.6521           305.2274\n","     19.947658478248      0.776025356622                   d\\C>           12685            13.6308        159594.8987             0.0018             0.0090             1.6739           293.6714\n","     19.942276946003      0.374595030030                  Pg\\C+           41171            15.3293        159553.5449             0.0018             0.0079             1.6406           283.8835\n","     19.940872587581      1.551351867136                  ba+\\C          139013            17.0849        159544.0656             0.0018             0.0082             1.6020           235.4909\n","     19.927058524049      1.551362361632                  ca+\\C          139014            17.0849        159433.5531             0.0018             0.0082             1.6409           235.5468\n","     19.923795543639      1.551357509248                  fa+\\C          139017            17.0849        159407.4493             0.0018             0.0080             1.6480           235.7144\n","     19.858642722228      0.494105209565                 Pba*\\-          540531            19.0440        158888.1858             0.0017             0.0076             1.6435           230.5229\n","     19.848746822665      0.494111636278                 Pca*\\-          540541            19.0440        158809.0186             0.0017             0.0079             1.6534           230.5337\n","     19.847176083050     -0.494111893169                 ca*\\P-         2267524            21.1127        158798.5214             0.0017             0.0079             1.6633           174.2604\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 30.63 tan(-666.000000000000*sin(pi))\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_cos/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     28.995239182054     -3.174427807483                      P               1             0.0000        231961.9135             0.7087             1.0328             1.3516          8000.0000\n","     28.992717641244     -0.090443532137                     a\\              42             5.3923        231947.1334             0.7087             1.0569             1.3667          1952.0000\n","     28.990210610190     -0.086264074802                     d\\              45             5.4919        231927.1767             0.7085             1.0523             1.3718          2355.2000\n","     28.978500031950      0.016171318037                     bS              63             5.9773        231833.9775             0.9998             2.0153             1.8774          3714.5715\n","     28.962513439458      0.001489315404                     aC              72             6.1699        231706.2774             0.9862             2.0013             1.8808          4250.2500\n","     28.962513439458     -3.140103425609                   PaC+            1921            10.9076        231711.0152             0.9862             2.0013             1.8808          3307.2493\n","     28.957231610836     -0.012283806197                   ec+S            6946            12.7620        231670.6149             0.9882             2.0121             1.8554          2818.5039\n","     28.945907813249     -0.012117264218                   iP*S            7020            12.7773        231580.0398             0.9872             2.0119             1.8995          2873.1235\n","     28.942891869469      0.001110469520                   i>EC           17700            14.1115        231557.2464             0.9898             2.0008             1.9152          3866.9595\n","     28.940946340249     -0.002348666579                  Pc>*S           86731            16.4043        231543.9750             0.9906             2.0021             1.9379          2514.0798\n","     28.940943804768     -0.002348680939                  Pc<*S           86831            16.4059        231543.9564             0.9906             2.0021             1.9379          2520.3977\n","     28.936277883765      0.000282599167                  ed<*S           86846            16.4062        231506.6292             0.9805             2.0002             1.9280          2521.3442\n","     28.927143542322     -0.009541266898                  aP~/S           88702            16.4367        231433.5850             0.9781             2.0080             1.8887          2632.3726\n","     28.925367294794     -0.001538986422                  aP/>C          138102            17.0754        231420.0137             0.9763             2.0006             1.9003          3058.5583\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_cos/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","  0.99999999936118522        1.0000000468586366E-003\n","           4  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     28.996479024050     -0.010267575666                      P               1             0.0000        231855.8463             0.7087             1.0323             1.3467          7996.0000\n","     28.992674282044     -0.001462591273                      c               4             2.0000        231827.4236             0.7086             1.0436             1.3754          7996.0000\n","     28.991747033885     -0.001570021754                      d               5             2.3219        231820.3312             0.7085             1.0462             1.3703          7996.0000\n","     28.991743553159     -0.001494345492                     d>              15             3.9069        231821.8883             0.7086             1.0455             1.3711          7996.0000\n","     28.991017219500      0.001560533767                     d~              35             5.1293        231817.3030             0.7085             1.0460             1.3768          7996.0000\n","     28.988482268407     -0.000070714296                    dd*             245             7.9366        231799.8409             0.7085             1.0619             1.3826          7669.6978\n","     28.987890551767     -0.033268660119                    aS>             552             9.1085        231796.2814             0.7084             1.0662             1.3874          7691.8530\n","     28.986757887906     -0.110710225845                   hP\\+            1619            10.6609        231788.7770             0.7097             1.1362             1.3876          7095.9473\n","     28.985954568030     -0.095370478371                   gS<C           17118            14.0632        231785.7560             0.7101             1.0953             1.3905          6744.0054\n","     28.985686748738     -0.006591509678                  Phf*+           21081            14.3637        231783.9149             0.7099             1.1731             1.3873          6695.9927\n","     28.985067197353     -0.001830329728                  ddb-+           21645            14.4017        231778.9991             0.7088             1.0833             1.3984          6729.8667\n","     28.984869114225      0.001827596519                  bdd+-           27843            14.7650        231777.7785             0.7088             1.0832             1.4003          6979.3394\n","     28.984046474205     -0.000256861578                  gdRE+           43048            15.3937        231771.8293             0.7086             1.0648             1.4113          7088.2163\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 30.63 tan(-666.000000000000*sin(pi))\n","45.09 30.52 acos(-0.001462591273*x2)\n","45.12 30.31 acos(0.001489315404+cos(x0))\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_exp/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_exp/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   1.2141680287298585E+028   1.2141680863997453E+025\n","        7631  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","    104.962548178568      0.053571938889                 aEPC>/         2997992            21.5156         38752.6958**************************************             8.6233             1.0814\n","    104.840793964678      0.018709145955                 eEPC>/         2997996            21.5156         38707.7685**************************************             7.3552             1.0818\n","    104.817299069950      0.041030200987                 fEPC>/         2997997            21.5156         38699.0989**************************************             8.6873             1.0819\n","    103.905421359364     41.581229060650                 PEPE+E         3331891            21.6679         38362.7684**************************************             6.6270             1.0795\n","    103.717068016012    666.000000000000                aP>E+ER        28115502            24.7449         38296.3430**************************************             7.4182             1.0705\n","    103.680850838042      0.054021938308                PhCS+EE        29279881            24.8034         38283.0374**************************************             6.8254             1.0693\n","    103.621378925911      0.000064119004                Pg\\<-EE        29292171            24.8040         38261.0928**************************************             6.8343             1.0694\n","    103.621378925911      0.000064119004                Pg\\->EE        35789271            25.0930         38261.3818**************************************             6.8343             1.0736\n","    103.472326794393    625.284496859644                fERPC>/        71678847            26.0950         38207.3836**************************************             7.3444             1.0795\n","    102.323289001427     -0.000008869696               hbP>EE//       132473339            26.9811         37784.2748**************************************             7.5070             1.0739\n","    102.259759421401     -0.000011021253               hPP>E-E/       144056319            27.1021         37760.9533**************************************             7.5636             1.0738\n","    102.245050283049     -0.277344733838               iPE>+Eh/       546169920            29.0248         37757.4483**************************************             8.0953             1.0785\n","    101.552142344480      0.000021748345               ePE+EiC/       627637916            29.2254         37501.9659**************************************             8.2336             1.0785\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 30.63 tan(-666.000000000000*sin(pi))\n","45.09 30.52 acos(-0.001462591273*x2)\n","45.12 30.31 acos(0.001489315404+cos(x0))\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_inverse/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     19.999934507217     -3.121608432528                      P               1             0.0000        159999.4761             0.0019             0.0086             1.6448          8000.0000\n","     19.999934507207     -4.121608432528                     P>              11             3.4594        160002.9355             0.0019             0.0086             1.6448          1462.6364\n","     19.999934507204    -23.120710347319                     PE              91             6.5078        160005.9839             0.0019             0.0086             1.6448           893.6813\n","     19.998505884073      0.019982318627                    aE\\             852             9.7347        159997.7818             0.0019             0.0086             1.6429           661.4307\n","     19.998366468745      0.019981979131                    dE\\             855             9.7398        159996.6715             0.0019             0.0086             1.6444           687.1801\n","     19.998015598541      0.019982728453                    gE\\             858             9.7448        159993.8696             0.0019             0.0086             1.6447           712.7494\n","     19.995605715250      0.019977370991                   PaE/            4821            12.2351        159977.0808             0.0019             0.0086             1.6519           368.1126\n","     19.988950674140      0.019969826360                   aaE/            4822            12.2354        159923.8408             0.0019             0.0086             1.6521           369.6953\n","     19.988674444397      0.019949731815                   caE/            4824            12.2360        159921.6316             0.0019             0.0086             1.6397           372.8588\n","     19.987847268501      0.019952707295                   faE/            4827            12.2369        159915.0151             0.0019             0.0086             1.6422           377.5991\n","     19.986657388464      0.019943151145                   acE/            4842            12.2414        159905.5005             0.0019             0.0085             1.6440           401.2125\n","     19.981753131843      0.019950533292                   afE/            4872            12.2503        159866.2754             0.0019             0.0083             1.6579           448.0031\n","     19.928075531472      0.017091012068                   ba*\\            6223            12.6034        159437.2076             0.0018             0.0073             1.6352           481.4040\n","     19.915130929200      0.017075730571                   ca*\\            6224            12.6036        159333.6511             0.0018             0.0078             1.6336           482.6120\n","     19.911816691600      0.017097565633                   da*\\            6225            12.6039        159307.1374             0.0018             0.0096             1.6757           483.8196\n","     19.908226481419      0.017100458304                   fa*\\            6227            12.6043        159278.4162             0.0018             0.0084             1.6566           486.2337\n","     19.907830382558      0.017102644375                   ga*\\            6228            12.6046        159275.2476             0.0018             0.0078             1.6569           487.4401\n","     19.899084723111      0.017083860776                   fb*\\            6237            12.6066        159205.2844             0.0018             0.0080             1.6511           494.8052\n","     19.898211174964      0.017092534295                   fd*\\            6257            12.6113        159198.3007             0.0018             0.0078             1.6688           512.1921\n","     19.880732581007      0.017229262967                  ca>*\\           79514            16.2789        159062.1396             0.0018             0.0078             1.6683           387.6566\n","     19.875424072844      0.017225198606                  fb>*\\           79527            16.2792        159019.6717             0.0018             0.0077             1.6637           388.6284\n","     19.875424072844      0.017225198606                  b>\\f/          242833            17.8896        159021.2822             0.0018             0.0077             1.6637           438.6805\n","     19.868163736156      0.017259247770                 gba*+\\          648538            19.3068        158964.6167             0.0017             0.0073             1.6567           386.0291\n","     19.860683657321      0.017252757608                 bca*+\\          648543            19.3068        158904.7761             0.0017             0.0078             1.6513           386.0879\n","     19.855112736248      0.017245016758                 eca*+\\          648546            19.3068        158860.2087             0.0017             0.0077             1.6750           386.1231\n","     19.852608965948      0.017264183810                 eid*+\\          648906            19.3076        158840.1794             0.0017             0.0092             1.6509           389.2958\n","     19.848467195009      0.018485944230                 caa+*\\          651524            19.3135        158807.0510             0.0017             0.0079             1.6550           392.9276\n","     19.843157436229      0.018566472473                 cba+*\\          651534            19.3135        158764.5730             0.0017             0.0079             1.5990           393.0321\n","     19.839369338343      0.018565929360                 iba+*\\          651540            19.3135        158734.2682             0.0017             0.0083             1.6362           393.0899\n","     19.838986675138      0.018570160335                 ida+*\\          651560            19.3135        158731.2069             0.0017             0.0087             1.6140           393.2989\n","     19.837331856344      0.018560740874                 cfa+*\\          651574            19.3136        158717.9684             0.0017             0.0076             1.6292           393.4500\n","     19.835538648469      0.018564750344                 cia+*\\          651604            19.3136        158703.6228             0.0017             0.0080             1.6217           393.7423\n","     19.833213239995      0.018569418817                 gfc+*\\          651778            19.3140        158685.0199             0.0017             0.0075             1.6208           395.4720\n","     19.832442202308      0.018556748383                 fgc+*\\          651787            19.3140        158678.8517             0.0017             0.0076             1.6236           395.5647\n","     19.829371198053      0.018565760153                 agd+*\\          651882            19.3143        158654.2838             0.0017             0.0082             1.6436           396.4930\n","     19.828481845482      0.018571691785                 igd+*\\          651890            19.3143        158647.1690             0.0017             0.0086             1.6421           396.5740\n","     19.826191711876      0.018585184284                 ige+*\\          651990            19.3145        158628.8482             0.0017             0.0087             1.6713           397.5614\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_inverse/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   2.8573467272666984E-002   2.8573468629833855E-005\n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     19.999934507212      0.006361202782                      P               1             0.0000        159999.4761             0.0019             0.0086             1.6448          8000.0000\n","     19.999934507212      0.062782558468                     P\\              41             5.3576        160004.8336             0.0019             0.0086             1.6448          1090.4390\n","     19.941986630229      0.018933227436                    a\\>             532             9.0553        159544.9483             0.0018             0.0084             1.6435           557.1071\n","     19.941592850803      0.018901013127                    a\\E            1252            10.2900        159543.0328             0.0018             0.0084             1.6317           952.7189\n","     19.939820343506      0.018864949090                   aa</            4122            12.0091        159530.5719             0.0018             0.0084             1.6324           560.0941\n","     19.939820343506      0.018864949090                   a<\\>           12392            13.5971        159532.1599             0.0018             0.0084             1.6324           515.5395\n","     19.929083176983      0.016244483055                   cR\\>           12424            13.6008        159446.2663             0.0018             0.0085             1.6357           527.8429\n","     19.926479497697      0.014880072851                   iL\\>           12460            13.6050        159425.4410             0.0018             0.0090             1.6408           536.6385\n","     19.884623526377      0.073354033805                  ba+L\\          129813            16.9861        159093.9743             0.0017             0.0070             1.6340           492.9995\n","     19.863030331073      0.073268337142                  ca+L\\          129814            16.9861        158921.2287             0.0017             0.0075             1.6567           493.0574\n","     19.852013394037      0.073254868216                  fb+L\\          129827            16.9862        158833.0934             0.0017             0.0077             1.6855           493.6715\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_log/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     25.641309761304      0.771207264663                      P               1             0.0000        205130.4781             0.0922             0.3575             1.6419          8000.0000\n","     25.641309761304    -19.227894650128                     PE              91             6.5078        205136.9859             0.0922             0.3575             1.6419          1720.8792\n","     25.583263169255      3.968530126381                    a\\~             712             9.4757        204675.5811             0.0885             0.3504             1.6319          1080.6517\n","     25.581457295238      4.234171784828                   hP-\\            6319            12.6255        204664.2838             0.0880             0.3372             1.6232          1036.5730\n","     25.579115330779      3.968576122137                   ha-\\            6329            12.6278        204645.5504             0.0882             0.3466             1.6269          1038.8497\n","     25.578658627886      3.981439676261                   Pi-\\            6401            12.6441        204641.9131             0.0880             0.3769             1.6213          1054.8782\n","     25.577061308119      3.971990253363                   a<\\~           14012            13.7744        204630.2648             0.0883             0.3497             1.6511          1129.1206\n","     25.576739047084      4.144447353945                   aR\\~           14042            13.7775        204627.6898             0.0880             0.3393             1.6297          1137.5725\n","     25.573758783949      4.143621609530                   eR\\~           14046            13.7779        204603.8481             0.0882             0.3809             1.6519          1139.5267\n","     25.573536111477      4.144510754299                   iR\\~           14050            13.7783        204602.0672             0.0881             0.3827             1.6221          1140.9106\n","     25.573489224124      2.602861292417                   eLRR           15786            13.9464        204601.8602             0.0880             0.3793             1.6482          1296.1649\n","     25.570113686170      2.604058517512                   iLRR           15790            13.9467        204574.8562             0.0879             0.3815             1.6245          1297.3566\n","     25.569188531070      3.011228180906                  ii>>/           59800            15.8679        204569.3761             0.0878             0.3773             1.6399           769.0522\n","     25.561430281229      3.976098859573                  ah<*\\           79682            16.2820        204507.7242             0.1007             2.1263             1.6168           853.7338\n","     25.553208990625      3.976244966017                  ch<*\\           79684            16.2820        204441.9539             0.0986             1.7348             1.6367           853.9131\n","     25.547919316537      3.975565792227                  dh<*\\           79685            16.2820        204399.6366             0.1054             2.7236             1.6659           854.0028\n","     25.520851584810      4.145193596530                  haR-\\           80819            16.3024        204183.1151             0.0844             0.3144             1.6129           909.4891\n","     25.516114130232      4.145088028118                  hgR-\\           80879            16.3035        204145.2165             0.0847             0.3085             1.6202           911.2870\n","     25.489197849814      4.144556820662                  hiR-\\           80899            16.3038        203929.8866             0.0845             0.3586             1.6710           911.4402\n","     25.488143424221      1.997621741714                  ca+LR          133414            17.0256        203922.1729             0.0841             0.3156             1.6627           925.9624\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_log/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   4.1692423914622729        4.1692425894906604E-003\n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     25.641309761304      1.245482889808                      P               1             0.0000        205130.4781             0.0922             0.3575             1.6419          8000.0000\n","     25.640650131055     -1.245485399200                     P~              31             4.9542        205130.1552             0.0922             0.3575             1.6474          1075.4517\n","     25.640650131055   -666.000000000000                     PS              61             5.9307        205131.1318             0.0922             0.3575             1.6474           961.1475\n","     25.640650131055     -2.207565422774                    PR~             721             9.4939        205134.6949             0.0922             0.3575             1.6474           644.0416\n","     25.640650131055     -0.000000342069                    PS\\             821             9.6812        205134.8823             0.0922             0.3575             1.6474           669.3532\n","     25.640650131055   -666.000000000000                    PSS            1001             9.9672        205135.1683             0.0922             0.3575             1.6474           683.7123\n","     25.626028990959      3.919114646954                    a\\C            1072            10.0661        205018.2980             0.0911             0.3554             1.6342           702.7565\n","     25.624300786709      3.919009381651                    d\\C            1075            10.0701        205004.4764             0.0910             0.3588             1.6406           723.1209\n","     25.622648268750      3.918450339935                    e\\C            1076            10.0715        204991.2576             0.0910             0.3595             1.6478           729.8839\n","     25.619971408580      3.918788352129                    g\\C            1078            10.0741        204969.8454             0.0911             0.3485             1.6461           743.3720\n","     25.584596899992      1.267728598177                   Pa\\-            3421            11.7402        204688.5154             0.0880             0.3479             1.6038           449.4402\n","     25.581928586636      1.267666446088                   Pi\\-            3501            11.7736        204667.2022             0.0880             0.3731             1.6225           456.1006\n","     25.581903366186     -1.267666806746                   i\\P-           10350            13.3373        204668.5643             0.0880             0.3731             1.6227           366.3698\n","     25.579832623641     -2.011032482340                   d\\<<           13045            13.6712        204652.3322             0.0880             0.3751             1.6414           421.6721\n","     25.579487174667      4.021481820919                   dR\\C           17285            14.0772        204649.9746             0.0880             0.3748             1.6410           584.3926\n","     25.579154180601      1.269149646562                  Pi<\\-           54491            15.7337        204648.9672             0.0879             0.3753             1.6127           345.2928\n","     25.577258555616      1.876087837883                  Pd\\E-           59141            15.8519        204633.9203             0.0880             0.3750             1.6532           338.3693\n","     25.573867975495      2.008224321231                  cc>/>           70534            16.1060        204607.0498             0.0880             0.3607             1.6382           319.3303\n","     25.540665591987     -4.017111894446                  ba+\\<          121013            16.8848        204342.2095             0.0848             0.3214             1.5897           324.2478\n","     25.517983017824     -4.018245488624                  ca+\\<          121014            16.8848        204160.7490             0.0848             0.3294             1.6321           324.3112\n","     25.516454033397     -4.018383003025                  ea+\\<          121016            16.8848        204148.5171             0.0848             0.3438             1.6515           324.4380\n","     25.513954601880      1.267618973652                 Ph>a/-          843391            19.6858        204131.3227             0.0840             0.3082             1.6244           288.8626\n","     25.508915539739      1.268666617501                 PhEa/-          844191            19.6872        204091.0115             0.0839             0.3112             1.6339           288.9419\n","     25.508447918414      1.268348902043                 PhEd/-          846891            19.6918        204087.2752             0.0838             0.3161             1.6449           289.1251\n","     25.493667342071      1.267722973713                 Ph>i/-          850591            19.6981        203969.0368             0.0841             0.3460             1.6749           289.0440\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_sin/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     28.979364301359     -3.151816186618                      P               1             0.0000        231834.9144             0.7059             1.0102             1.3716          8000.0000\n","     28.978821919045     -0.066251225252                     a\\              42             5.3923        231835.9677             0.7063             1.0324             1.3736          1954.2858\n","     28.978440250227     -0.065856843969                     c\\              44             5.4594        231832.9814             0.7059             1.0329             1.3700          2229.0908\n","     28.976650716925     -0.066489360570                     d\\              45             5.4919        231818.6976             0.7065             1.0324             1.3849          2357.3333\n","     28.975625612556     -2.959046101428                     iL              90             6.4919        231811.4968             0.7702             1.6421             1.4644          4912.3887\n","     28.964545233658     -0.182073471362                    Pe/             451             8.8170        231725.1789             0.7068             1.1246             1.4084          2152.2017\n","     28.956652854498      2.946143499470                    eL~             756             9.5622        231662.7851             0.7639             1.6348             1.4550          3406.9102\n","     28.954823522042     -0.184478974457                    eLS            1026            10.0028        231648.5910             0.7573             1.5514             1.4574          4002.3264\n","     28.950382994939     -0.011474818261                    dES            1035            10.0154        231613.0794             0.9922             2.0105             1.9111          4029.3604\n","     28.945901681752      0.001430389008                   eh/C            7696            12.9099        231580.1233             0.9901             2.0013             1.9322          3329.9719\n","     28.940279238504     -0.008473485309                   dERS           16605            14.0193        231536.2532             0.9751             2.0081             1.8670          3662.2969\n","     28.939450250304     -0.006289914619                  if<+S           85970            16.3915        231531.9935             0.9781             2.0058             1.8813          2467.0830\n","     28.932727828447     -0.003791252207                  gb>*S           86728            16.4042        231478.2268             0.9785             2.0026             1.8890          2513.5957\n","     28.927076205377     -0.007023219445                  ibR-S           88030            16.4257        231433.0354             0.9825             2.0059             1.9426          2592.9246\n","     28.926578341660      0.001931046903                  gg*C~          125978            16.9428        231429.5695             0.9855             2.0019             1.9186          2871.8735\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_sin/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","  0.99999999992595467        1.0000000474234059E-003\n","           4  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     28.978736626661     -0.003193974912                      P               1             0.0000        231713.9781             0.7058             1.0100             1.3754          7996.0000\n","     28.978133307797     -0.000466817933                      a               2             1.0000        231710.1539             0.7059             1.0138             1.3763          7996.0000\n","     28.977949092237     -0.000536271717                      d               5             2.3219        231710.0029             0.7059             1.0156             1.3813          7996.0000\n","     28.977137297367     -0.000472267206                      f               7             2.8074        231703.9972             0.7058             1.0139             1.3857          7996.0000\n","     28.977086897186     -0.020763859193                     h~              39             5.2854        231706.0722             0.7059             1.0144             1.3860          7996.0000\n","     28.975075181626      0.041332704821                     dS              65             6.0224        231690.7235             0.7062             1.0413             1.3930          7873.0000\n","     28.974926876411     -0.024900379879                     eC              76             6.2479        231689.7632             0.7059             1.0249             1.3909          7890.8027\n","     28.974811779941     -0.000028814816                    dd*             245             7.9366        231690.5316             0.7060             1.0250             1.3962          7669.6978\n","     28.973025638509     -0.006120686518                    ea-             316             8.3038        231676.6168             0.7064             1.1117             1.3947          7681.3862\n","     28.970406956534     -0.002336139361                    cb-             324             8.3399        231655.7139             0.7060             1.0431             1.4083          7664.4785\n","     28.970305953956      0.002319603911                    bc-             333             8.3794        231654.9458             0.7060             1.0427             1.4093          7673.4385\n","     28.969202191554     -0.006353986368                    ed-             346             8.4346        231646.1754             0.7063             1.1196             1.3937          7639.3438\n","     28.969141092790     -0.003499032054                    ef-             366             8.5157        231645.7679             0.7062             1.0656             1.4052          7636.9893\n","     28.968531562208     -0.002885574703                   efC*            2876            11.4898        231643.8682             0.7064             1.0839             1.4004          7173.0703\n","     28.967864037034     -0.005405161654                   ed>-            3156            11.6239        231638.6647             0.7060             1.1012             1.4087          7018.1064\n","     28.966704105045      0.003880050368                   fe>-            3167            11.6289        231629.3949             0.7063             1.0766             1.4106          7021.5029\n","     28.966592141212     -0.003929258651                   ef<-            3276            11.6777        231628.5485             0.7063             1.0776             1.4108          7053.9268\n","     28.966352385256      0.089340805627                   eR<S           16296            13.9922        231628.9459             0.7067             1.0866             1.3968          6729.1812\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_sqrt/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     27.462173230139      3.932222715267                      P               1             0.0000        219697.3858             0.3238             1.1579             1.6433          8000.0000\n","     27.462173230139     10.215408197292                     P~              31             4.9542        219702.3400             0.3238             1.1579             1.6433          1160.0968\n","     27.440480891058      6.108922347745                     hC              79             6.3038        219530.1509             0.3172             1.1181             1.6492          1990.8481\n","     27.434735772937      7.126527279538                    g\\~             718             9.4878        219487.3740             0.3188             1.1231             1.6600          1619.9261\n","     27.417558683106      4.974282903540                    aRR             902             9.8170        219350.2864             0.3121             1.1127             1.6052          2046.6353\n","     27.416666919009      4.974961080556                    bRR             903             9.8186        219343.1539             0.3144             1.0816             1.6477          2053.2280\n","     27.408970274524      4.974988866647                    gRR             908             9.8265        219281.5887             0.3136             1.1299             1.6326          2085.9746\n","     27.392584174814      4.977190949936                    iRR             910             9.8297        219150.5031             0.3128             1.2617             1.6574          2090.1824\n","     27.385510366289      5.599374765021                    iRL            1180            10.2046        219094.2875             0.3120             1.2607             1.6714          2335.1533\n","     27.351611692921      3.400504947744                   ba+L            7723            12.9149        218825.8085             0.2981             1.0258             1.6237          1422.6200\n","     27.330962918970      3.405245100790                   ca+L            7724            12.9151        218660.6185             0.2984             1.0682             1.6492          1423.4716\n","     27.320672965912      3.405084194800                   fb+L            7737            12.9176        218578.3013             0.2982             1.0734             1.6760          1433.5127\n","     27.312804766155      3.379876895191                  fb>+L           93027            16.5054        218518.9435             0.2970             1.0729             1.6821          1271.6750\n","     27.300863443762      4.566501103672                  ba+RR          132213            17.0125        218423.9201             0.2904             0.9882             1.6482          1334.2235\n","     27.281990432369      4.570463508081                  ca+RR          132214            17.0125        218272.9360             0.2903             1.0425             1.6654          1334.2739\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_sqrt/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   8.0415447332002596        8.0415451151531394E-003\n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     27.462173230139      2.251665330115                      P               1             0.0000        219697.3858             0.3238             1.1579             1.6433          8000.0000\n","     27.461516443549     -2.251674205621                     P~              31             4.9542        219697.0857             0.3238             1.1580             1.6489          1091.9678\n","     27.408469667539     -7.487152306194                    a\\<             622             9.2808        219277.0381             0.3102             1.1046             1.6071           649.2347\n","     27.407905257355     -7.488232288244                    c\\<             624             9.2854        219272.5275             0.3110             1.1852             1.6182           672.7949\n","     27.407367361234     -7.481560188574                    d\\<             625             9.2877        219268.2266             0.3098             1.2252             1.6274           684.5184\n","     27.397475418342     -7.482934991327                    e\\<             626             9.2900        219189.0934             0.3107             1.2449             1.6698           696.2045\n","     27.395311512453      7.518615830198                   iL\\C           17320            14.0802        219176.5723             0.3084             1.2281             1.6250           719.1454\n","     27.390593635210      1.456128553488                  PeLR+           39751            15.2787        219140.0278             0.3098             1.2412             1.6682           488.8382\n","     27.390533331862      1.456838967421                  PiLR+           39791            15.2802        219139.5468             0.3093             1.2484             1.6360           489.0008\n","     27.388990236533      2.528382700104                  PiL\\-           55091            15.7495        219127.6714             0.3081             1.2258             1.6437           422.3602\n","     27.385854368306     -7.262375378110                  fa+\\<          121017            16.8849        219103.7198             0.3075             1.0798             1.6539           400.0534\n","     27.384595119495     -7.257648079630                  ge+\\<          121058            16.8853        219093.6463             0.3080             1.1272             1.6620           402.6274\n","     27.382619535796     -7.259958548887                  if+\\<          121070            16.8855        219077.8418             0.3074             1.1294             1.6636           403.3804\n","     27.344192959374      3.692215347916                  ba+LR          133413            17.0255        218770.5692             0.2970             1.0128             1.6316           419.7328\n","     27.324011175623      3.694316727434                  ca+LR          133414            17.0256        218609.1150             0.2973             1.0623             1.6474           419.7896\n","     27.312911810958      3.694691294902                  fb+LR          133427            17.0257        218520.3202             0.2971             1.0757             1.6841           420.4251\n","     27.310959631022     -7.481437792064                  h>i/<          188119            17.5213        218505.1983             0.2970             1.0849             1.6689           437.8101\n","     27.308543515180      7.456577792377                 iih>+/          420310            18.6811        218487.0292             0.2940             1.0906             1.6374           493.3013\n","     27.308543515180      7.456577792377                 ihi>+/          420400            18.6814        218487.0295             0.2940             1.0906             1.6374           493.2321\n","     27.296583393514     -7.708316474310                 Pca+/<          627541            19.2593        218391.9265             0.2923             1.0589             1.6522           393.4563\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_squared/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     37.925671016504    666.000000000000                      P               1             0.0000        303405.3681           457.7053          1677.8607             1.6679          8000.0000\n","     37.921211639125    666.000000000000                      a               2             1.0000        303370.6931           455.9010          1671.4424             1.6629          8000.0000\n","     37.916828887855    666.000000000000                      c               4             2.0000        303336.6311           455.9444          1674.9236             1.6804          8000.0000\n","     37.915105000966    666.000000000000                      g               8             3.0000        303323.8400           455.9577          1671.1711             1.6880          8000.0000\n","     37.912283899044    666.000000000000                    ca+             114             6.8329        303305.1041           454.1532          1668.9345             1.6744          7298.3857\n","     37.911987313978    666.000000000000                    dc+             135             7.0768        303302.9753           454.2047          1666.1437             1.6751          7407.5259\n","     37.911287399066    666.000000000000                    gc+             138             7.1085        303297.4077           454.1596          1667.5845             1.6755          7420.4058\n","     37.906591036912    666.000000000000                    gg+             178             7.4757        303260.2040           454.2847          1664.6534             1.6978          7550.6519\n","     37.903864348742    666.000000000000                    fP*             207             7.6935        303238.6083           452.3640          1649.1595             1.6829          7613.6040\n","     37.871511401726    666.000000000000                    aa*             212             7.7279        302979.8191           441.9673          1719.0547             1.6579          7622.7168\n","     37.790491660899    666.000000000000                    ba*             213             7.7347        302331.6680           413.1717          1552.4004             1.6209          7624.4883\n","     37.759398338745    666.000000000000                    ca*             214             7.7415        302082.9282           411.8605          1505.2109             1.6836          7626.2432\n","     37.758292966875    666.000000000000                   ca>*            2224            11.1189        302077.4627           411.5155          1501.0419             1.6770          7086.2832\n","     37.757063722397    666.000000000000                   ac>*            2242            11.1306        302067.6403           411.4316          1513.1471             1.6879          7093.6191\n","     37.753148476019    666.000000000000                  bca*+           20533            14.3257        302039.5135           409.9436          1502.0935             1.6834          6688.1543\n","     37.751515649051    666.000000000000                  eca*+           20536            14.3259        302026.4511           409.9202          1499.2122             1.6894          6688.3457\n","     37.751488671805    666.000000000000                  caP+*           23414            14.5151        302026.4245           411.0206          1493.9348             1.6860          6828.4951\n","     37.716880992463    666.000000000000                  cba+*           23524            14.5218        301749.5698           397.5756          1437.8997             1.6553          6833.7202\n","     37.706300668189    666.000000000000                  gca+*           23538            14.5227        301664.9280           396.6593          1634.5853             1.6593          6834.4136\n","     37.702469004772    666.000000000000                  gfa+*           23568            14.5245        301634.2766           398.8391          1696.7129             1.6785          6835.8975\n","     37.697097403124    666.000000000000                  bga+*           23573            14.5248        301591.3041           398.7020          1564.6250             1.7018          6836.1445\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_squared/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   4181.7486816300361        4.1817488802524405     \n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     37.925671016504    666.000000000000                      P               1             0.0000        303405.3681           457.7053          1677.8607             1.6679          8000.0000\n","     37.925022772847   -666.000000000000                     P~              31             4.9542        303405.1364           457.7035          1677.8212             1.6733          1813.5161\n","     37.921747600551    666.000000000000                     hC              79             6.3038        303380.2846           454.0316          1699.4481             1.6515          2072.2913\n","     37.907915196319    666.000000000000                     aL              82             6.3576        303269.6791           449.8089          1873.3947             1.6367          2192.3901\n","     37.896449940177    666.000000000000                     dL              85             6.4094        303178.0089           449.8312          1810.6535             1.6964          2397.3647\n","     37.890917707659    666.000000000000                     iL              90             6.4919        303133.8335           451.0129          1906.9539             1.6632          2619.7444\n","     37.888622184066   -666.000000000000                    hP-             309             8.2715        303117.2489           445.2861          1854.8450             1.6610          2628.0227\n","     37.888311152969    666.000000000000                    Ph-             381             8.5736        303115.0629           445.2866          1854.8705             1.6631          2186.3359\n","     37.867883976762    635.073973913922                    aL>             572             9.1599        302952.2317           437.2167          1755.5618             1.6380          2046.2063\n","     37.861531222372    634.016304089475                    eL>             576             9.1699        302901.4197           439.0797          1559.8345             1.6721          2087.5520\n","     37.861493221267    635.705677039294                    iL>             580             9.1799        302901.1257           438.0708          1795.1918             1.6330          2114.5361\n","     37.860610046960    666.000000000000                    eRR             906             9.8234        302894.7037           438.1355          1535.4014             1.6704          2255.6489\n","     37.852448165113    666.000000000000                    iRR             910             9.8297        302829.4150           437.2250          1777.9704             1.6658          2272.1089\n","     37.849613080739    666.000000000000                    iLR             940             9.8765        302806.7812           435.1066          1696.9843             1.6710          2284.7351\n","     37.781002261370    398.232235403365                   ba+R            6523            12.6713        302260.6894           414.0220          1523.9027             1.6632          1473.8744\n","     37.766261925679    399.795085185220                   ca+R            6524            12.6715        302142.7669           413.4036          1484.8204             1.6688          1474.8748\n","     37.747488864107    425.847090441277                   ca*L            7824            12.9337        301992.8446           410.6080          1482.8751             1.6985          1564.0782\n","     37.738987617806    344.918927126979                  ca+R>          117814            16.8462        301928.7471           409.9490          1482.0748             1.7094          1105.2009\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_tan/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     29.975837068488     -3.147078513562                      P               1             0.0000        239806.6965           953.1082         82174.3222             2.3203          8000.0000\n","     29.974694356688     -0.059861361001                     b\\              43             5.4263        239802.9811           953.1082         82174.3202             2.3203          2237.7673\n","     29.974561816830     -0.060238683665                     c\\              44             5.4594        239801.9540           953.1082         82174.3176             2.3245          2368.7273\n","     29.974024949654     -0.062976401555                     d\\              45             5.4919        239797.6915           953.1079         82174.2952             2.3298          2493.8667\n","     29.972517929625     -0.058398600276                     g\\              48             5.5850        239785.7284           953.1077         82174.2766             2.3314          2838.0000\n","     29.972319742803     -0.004200428962                    hP/             409             8.6760        239787.2339           953.1088         82174.4000             2.3234          1697.8386\n","     29.972223787335     -0.004778969234                    hd/             449             8.8106        239786.6009           953.1084         82174.3425             2.3278          2243.7439\n","     29.971913328235     -0.006842891126                    hi/             499             8.9629        239784.2695           953.1083         82174.3365             2.3304          2676.8938\n","     29.971539352092     -0.814176610477                    h>S             959             9.9054        239782.2202           953.1091         82174.4480             2.3260          3809.5432\n","     29.971223443149     -1.078445435872                    eLL            1206            10.2360        239780.0236           953.1069         82174.1915             2.3449          4429.0234\n","     29.970250127294     -0.003945596732                   heR/            4469            12.1257        239774.1268           953.1085         82174.3676             2.3346          2592.7966\n","     29.970090347001     -0.004797852066                   hbL/            4739            12.2104        239772.9331           953.1088         82174.4079             2.3360          2521.1719\n","     29.969756684726     -0.003078190105                   hcL/            4749            12.2134        239770.2669           953.1088         82174.4077             2.3389          2521.1746\n","     29.968778107930     -1.144056218715                   hP+L            7719            12.9142        239763.1391           953.1088         82174.3984             2.3340          3450.2278\n","     29.968155025471     -1.415738613476                   h>>R           15359            13.9068        239759.1470           953.1088         82174.4090             2.3397          3649.7825\n","     29.967215623375     -0.719522439090                   h>SS           16619            14.0205        239751.7455           953.1088         82174.4052             2.3316          3745.5801\n","     29.966493542674     -0.727168631231                   hESS           16699            14.0275        239745.9758           953.1087         82174.3971             2.3346          3765.0039\n","     29.966215057818     -0.065289712351                  big*/           33193            15.0186        239744.7391           953.1078         82174.2912             2.3541          2973.2034\n","     29.963409515109      0.062325247754                  hh>C*           48989            15.5802        239722.8563           953.1090         82174.4358             2.3401          2533.2195\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_tan/F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   82174.316729783779        82.174320632854389     \n","        7937  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     29.622870489580     -0.101528339633                      P               1             0.0000          1866.2408            15.3621           110.5467             4.4583            63.0000\n","     29.598171676094     -0.012980546842                      a               2             1.0000          1865.6848            15.3861           110.6544             4.4907            63.0000\n","     29.546716345812      0.845296497575                      h               9             3.1699          1864.6131            15.4138           110.7769             4.4637            63.0000\n","     29.503725866013      0.088057222578                     gS              68             6.0875          1864.8222            15.4174           110.8345             4.6607            61.4412\n","     29.494784052940      0.144206931552                     dC              75             6.2288          1864.4002            15.4281           110.9230             4.5890            61.5867\n","     29.485778772581      0.046652945618                    hb*             229             7.8392          1865.4433            15.4171           110.7863             4.5607            60.1223\n","     29.437387600224      0.037103399854                    hd*             249             7.9600          1862.5154            15.4097           110.7632             4.5720            60.3534\n","     29.431870191452     -0.256041077918                    i<S             970             9.9218          1864.1297            15.4265           110.8372             4.5649            56.9485\n","     29.348788975348      1.085033893038                   hf\\+            1679            10.7134          1859.6871            15.4259           110.8229             4.7019            56.4127\n","     29.332099515772      0.049869368473                   hd*>            5059            12.3046          1860.2269            15.4156           110.7778             4.7018            55.8601\n","     29.307520514151      0.002714981430                  iha**           24590            14.5858          1860.9596            15.4136           110.7595             4.7710            54.6960\n","     29.301340559272     -0.036254345489                  Pha*-           28581            14.8028          1860.7872            15.3918           110.6898             4.7730            55.6386\n","     29.279066831332     -0.012627467627                  aeLS+           40652            15.3110          1859.8922            15.3870           110.6596             5.5366            56.6728\n","     29.259276074429     -0.012339254226                  di<S*           48195            15.5566          1858.8910            15.4229           110.8296             4.7867            55.8790\n","     29.237673431946      0.273459255930                  fc<*S           86837            16.4060          1858.3794            15.4366           110.9886             4.8576            54.5232\n","     29.230348943733     -0.101924816095                  bc>-S           87633            16.4192          1857.9312            15.4369           110.9592             5.2175            54.5850\n","     29.139445557806      3.459749119601                  a<Se/          242212            17.8859          1853.6710            15.4163           110.9311             5.1842            52.0624\n","     29.139445557806      3.459749119601                 ea<S/\\         1305126            20.3158          1856.1008            15.4163           110.9311             5.1842            52.2086\n","     29.128709758802      0.180718987883                 ifRS-C         1394580            20.4114          1855.5201            15.4297           110.8671             5.1249            52.0109\n","     29.073548252715     -0.464060009918                 iCaC-C         3281570            21.6460          1853.2795            15.3375           110.4121             5.1399            50.2799\n","     29.041661821937      0.012840929982                cdf>-S/         8364544            22.9959          1852.6206            15.3236           110.3603             4.8335            50.4900\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","\n","Training a NN on the data... \n","\n","NN loss:  (tensor(0.0828, device='cuda:0', grad_fn=<DivBackward0>), SimpleNet(\n","  (linear1): Linear(in_features=9, out_features=128, bias=True)\n","  (linear2): Linear(in_features=128, out_features=128, bias=True)\n","  (linear3): Linear(in_features=128, out_features=64, bias=True)\n","  (linear4): Linear(in_features=64, out_features=64, bias=True)\n","  (linear5): Linear(in_features=64, out_features=1, bias=True)\n",")) \n","\n","Checking for symmetries...\n","\n","Checking for separabilities...\n","\n","Checking for compositionality...\n","Trying to solve mysteries with brute force...\n","Trying to solve results/gradients_comp_F1.txt_train-gen_sym.txt\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       9\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefghi\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling and normalizin\n"," Searching for best fit...\n","     29.999999599504                      P               1             0.0000        239999.9968        999970.0000             0.0000             0.0000          8000.0000\n","     29.564818705278                      a               2             1.0000        236519.5496             0.4352             0.0000             0.0016          8000.0000\n","     29.403764392149                      f               7             2.8074        235232.9225             0.1611             0.0000             0.0056          3429.5715\n","     28.921209335063                      h               9             3.1699        231372.8446             0.4826             0.0000             0.0114          3556.4443\n","     28.885196187920                  hha-+           21589            14.3980        231095.9675             0.0360             0.0000             0.0092             3.5353\n","     28.837080716720                 ahP>-*          365492            18.4795        230715.1252             0.0481             0.0000             0.0115             1.8327\n","     28.763598481445                hPfRS*+         6028509            22.5234        230131.3112             0.0735             0.0000             0.0131             1.6333\n","     28.679299180218                fhfRC/+         6199587            22.5637        229456.9572             0.0843             0.0000             0.0138             1.6256\n","\n","Checking for generalized symmetry...\n","identify_decompositions results/gen_sym/ F1.txt_train-gen_sym\n","Trying (0, 1)\n","(-0.08641439882566437, (0, 1))\n","Trying (0, 2)\n","(-0.07695630070439285, (0, 2))\n","Trying (0, 3)\n","(-0.1061030478035157, (0, 3))\n","Trying (0, 4)\n","(-0.10347092264019142, (0, 4))\n","Trying (0, 5)\n","(-0.044971286013753664, (0, 5))\n","Trying (0, 6)\n","(-0.11618521348085675, (0, 6))\n","Trying (0, 7)\n","(0.18374956197998704, (0, 7))\n","Trying (0, 8)\n","(-0.06031295552324878, (0, 8))\n","Trying (1, 2)\n","(-0.06736686667448699, (1, 2))\n","Trying (1, 3)\n","(-0.09516157830477356, (1, 3))\n","Trying (1, 4)\n","(-0.06196595533161686, (1, 4))\n","Trying (1, 5)\n","(-0.03696807388914036, (1, 5))\n","Trying (1, 6)\n","(-0.06845298410890888, (1, 6))\n","Trying (1, 7)\n","(0.12821064540128047, (1, 7))\n","Trying (1, 8)\n","(-0.07400160449532012, (1, 8))\n","Trying (2, 3)\n","(-0.11457314443623934, (2, 3))\n","Trying (2, 4)\n","(-0.07697734445249949, (2, 4))\n","Trying (2, 5)\n","(-0.05201636406735444, (2, 5))\n","Trying (2, 6)\n","(-0.12620333721286642, (2, 6))\n","Trying (2, 7)\n","(0.16610027940559624, (2, 7))\n","Trying (2, 8)\n","(-0.141947549820294, (2, 8))\n","Trying (3, 4)\n","(-0.07387993663937231, (3, 4))\n","Trying (3, 5)\n","(-0.05757241459056206, (3, 5))\n","Trying (3, 6)\n","(-0.07935278520468625, (3, 6))\n","Trying (3, 7)\n","(0.15043373546330074, (3, 7))\n","Trying (3, 8)\n","(-0.12606745375577255, (3, 8))\n","Trying (4, 5)\n","(-0.042644707536716786, (4, 5))\n","Trying (4, 6)\n","(-0.06381790088895789, (4, 6))\n","Trying (4, 7)\n","(0.17908023464576617, (4, 7))\n","Trying (4, 8)\n","(-0.10397851329929692, (4, 8))\n","Trying (5, 6)\n","(-0.006973345421009247, (5, 6))\n","Trying (5, 7)\n","(0.15673082990868648, (5, 7))\n","Trying (5, 8)\n","(-0.03289123154551221, (5, 8))\n","Trying (6, 7)\n","(0.20394675384504868, (6, 7))\n","Trying (6, 8)\n","(-0.11244158092506656, (6, 8))\n","Trying (7, 8)\n","(0.17625445116689675, (7, 8))\n","Trying (0, 1, 2)\n","(-0.44660392932649007, (0, 1, 2))\n","Trying (0, 1, 3)\n","(-0.4948960585725751, (0, 1, 3))\n","Trying (0, 1, 4)\n","(-0.4483621071651819, (0, 1, 4))\n","Trying (0, 1, 5)\n","(-0.42683586486059666, (0, 1, 5))\n","Trying (0, 1, 6)\n","(-0.4797946193852658, (0, 1, 6))\n","Trying (0, 1, 7)\n","(-0.27367789995398195, (0, 1, 7))\n","Trying (0, 1, 8)\n","(-0.41728514049819776, (0, 1, 8))\n","Trying (0, 2, 3)\n","(-0.49473800043241506, (0, 2, 3))\n","Trying (0, 2, 4)\n","(-0.45018695979029294, (0, 2, 4))\n","Trying (0, 2, 5)\n","(-0.42080521928205356, (0, 2, 5))\n","Trying (0, 2, 6)\n","(-0.48012931648326307, (0, 2, 6))\n","Trying (0, 2, 7)\n","(-0.2328413069400982, (0, 2, 7))\n","Trying (0, 2, 8)\n","(-0.4541520678023454, (0, 2, 8))\n","Trying (0, 3, 4)\n","(-0.4877443339415198, (0, 3, 4))\n","Trying (0, 3, 5)\n","(-0.4546774852520999, (0, 3, 5))\n","Trying (0, 3, 6)\n","(-0.4713471850947347, (0, 3, 6))\n","Trying (0, 3, 7)\n","(-0.3001525523795432, (0, 3, 7))\n","Trying (0, 3, 8)\n","(-0.45541052700898116, (0, 3, 8))\n","Trying (0, 4, 5)\n","(-0.4517854973269987, (0, 4, 5))\n","Trying (0, 4, 6)\n","(-0.4699268491582995, (0, 4, 6))\n","Trying (0, 4, 7)\n","(-0.2627685397431734, (0, 4, 7))\n","Trying (0, 4, 8)\n","(-0.4469889126886703, (0, 4, 8))\n","Trying (0, 5, 6)\n","(-0.4302831346862579, (0, 5, 6))\n","Trying (0, 5, 7)\n","(-0.22686979260622098, (0, 5, 7))\n","Trying (0, 5, 8)\n","(-0.38467727855249145, (0, 5, 8))\n","Trying (0, 6, 7)\n","(-0.2659739726738488, (0, 6, 7))\n","Trying (0, 6, 8)\n","(-0.4520887962062974, (0, 6, 8))\n","Trying (0, 7, 8)\n","(-0.19441072487737132, (0, 7, 8))\n","Trying (1, 2, 3)\n","(-0.48366604538638963, (1, 2, 3))\n","Trying (1, 2, 4)\n","(-0.43875557986048525, (1, 2, 4))\n","Trying (1, 2, 5)\n","(-0.44074520066793155, (1, 2, 5))\n","Trying (1, 2, 6)\n","(-0.4656662881780884, (1, 2, 6))\n","Trying (1, 2, 7)\n","(-0.2885586179982721, (1, 2, 7))\n","Trying (1, 2, 8)\n","(-0.46936924038159467, (1, 2, 8))\n","Trying (1, 3, 4)\n","(-0.46105192792516814, (1, 3, 4))\n","Trying (1, 3, 5)\n","(-0.444797654747773, (1, 3, 5))\n","Trying (1, 3, 6)\n","(-0.4720087480616366, (1, 3, 6))\n","Trying (1, 3, 7)\n","(-0.2970160224586722, (1, 3, 7))\n","Trying (1, 3, 8)\n","(-0.4915186674934279, (1, 3, 8))\n","Trying (1, 4, 5)\n","(-0.42169319555629664, (1, 4, 5))\n","Trying (1, 4, 6)\n","(-0.43301898909322384, (1, 4, 6))\n","Trying (1, 4, 7)\n","(-0.2648179584497109, (1, 4, 7))\n","Trying (1, 4, 8)\n","(-0.45395107562251563, (1, 4, 8))\n","Trying (1, 5, 6)\n","(-0.4068535359267837, (1, 5, 6))\n","Trying (1, 5, 7)\n","(-0.2766677107716715, (1, 5, 7))\n","Trying (1, 5, 8)\n","(-0.43101755133579434, (1, 5, 8))\n","Trying (1, 6, 7)\n","(-0.2829225073474164, (1, 6, 7))\n","Trying (1, 6, 8)\n","(-0.45009376273934687, (1, 6, 8))\n","Trying (1, 7, 8)\n","(-0.2982055850949341, (1, 7, 8))\n","Trying (2, 3, 4)\n","(-0.47819657922173336, (2, 3, 4))\n","Trying (2, 3, 5)\n","(-0.4501347965938617, (2, 3, 5))\n","Trying (2, 3, 6)\n","(-0.48641352348603006, (2, 3, 6))\n","Trying (2, 3, 7)\n","(-0.30299891466797535, (2, 3, 7))\n","Trying (2, 3, 8)\n","(-0.5043669971820524, (2, 3, 8))\n","Trying (2, 4, 5)\n","(-0.4312383685674351, (2, 4, 5))\n","Trying (2, 4, 6)\n","(-0.45446747896438067, (2, 4, 6))\n","Trying (2, 4, 7)\n","(-0.2795386225766051, (2, 4, 7))\n","Trying (2, 4, 8)\n","(-0.4775108242504537, (2, 4, 8))\n","Trying (2, 5, 6)\n","(-0.41727619715534026, (2, 5, 6))\n","Trying (2, 5, 7)\n","(-0.29161356027386476, (2, 5, 7))\n","Trying (2, 5, 8)\n","(-0.44566094257259525, (2, 5, 8))\n","Trying (2, 6, 7)\n","(-0.2876635549222448, (2, 6, 7))\n","Trying (2, 6, 8)\n","(-0.5079092251172945, (2, 6, 8))\n","Trying (2, 7, 8)\n","(-0.29779430774738125, (2, 7, 8))\n","Trying (3, 4, 5)\n","(-0.4392572899041466, (3, 4, 5))\n","Trying (3, 4, 6)\n","(-0.4273225371991505, (3, 4, 6))\n","Trying (3, 4, 7)\n","(-0.2692382838955836, (3, 4, 7))\n","Trying (3, 4, 8)\n","(-0.4609327886574212, (3, 4, 8))\n","Trying (3, 5, 6)\n","(-0.39257862691353185, (3, 5, 6))\n","Trying (3, 5, 7)\n","(-0.2880308210364023, (3, 5, 7))\n","Trying (3, 5, 8)\n","(-0.44373614893813473, (3, 5, 8))\n","Trying (3, 6, 7)\n","(-0.26089100018154987, (3, 6, 7))\n","Trying (3, 6, 8)\n","(-0.4762207964839359, (3, 6, 8))\n","Trying (3, 7, 8)\n","(-0.2976257275019628, (3, 7, 8))\n","Trying (4, 5, 6)\n","(-0.38308567612588273, (4, 5, 6))\n","Trying (4, 5, 7)\n","(-0.25309487886848026, (4, 5, 7))\n","Trying (4, 5, 8)\n","(-0.44669287334042973, (4, 5, 8))\n","Trying (4, 6, 7)\n","(-0.2528173493204491, (4, 6, 7))\n","Trying (4, 6, 8)\n","(-0.458991491362586, (4, 6, 8))\n","Trying (4, 7, 8)\n","(-0.26255916357891396, (4, 7, 8))\n","Trying (5, 6, 7)\n","(-0.23989410918937915, (5, 6, 7))\n","Trying (5, 6, 8)\n","(-0.42446231984508276, (5, 6, 8))\n","Trying (5, 7, 8)\n","(-0.2768457061740972, (5, 7, 8))\n","Trying (6, 7, 8)\n","(-0.2841403002602052, (6, 7, 8))\n","Trying (0, 1, 2, 3)\n","(-0.7924050174926154, (0, 1, 2, 3))\n","Trying (0, 1, 2, 4)\n","(-0.741972867110028, (0, 1, 2, 4))\n","Trying (0, 1, 2, 5)\n","(-0.7425374664203931, (0, 1, 2, 5))\n","Trying (0, 1, 2, 6)\n","(-0.7676768494486153, (0, 1, 2, 6))\n","Trying (0, 1, 2, 7)\n","(-0.606880170261987, (0, 1, 2, 7))\n","Trying (0, 1, 2, 8)\n","(-0.75024100876297, (0, 1, 2, 8))\n","Trying (0, 1, 3, 4)\n","(-0.7979196699081894, (0, 1, 3, 4))\n","Trying (0, 1, 3, 5)\n","(-0.76023540376428, (0, 1, 3, 5))\n","Trying (0, 1, 3, 6)\n","(-0.7958895228549622, (0, 1, 3, 6))\n","Trying (0, 1, 3, 7)\n","(-0.6298270177605261, (0, 1, 3, 7))\n","Trying (0, 1, 3, 8)\n","(-0.7657818067616375, (0, 1, 3, 8))\n","Trying (0, 1, 4, 5)\n","(-0.7591163004947915, (0, 1, 4, 5))\n","Trying (0, 1, 4, 6)\n","(-0.7720864483160639, (0, 1, 4, 6))\n","Trying (0, 1, 4, 7)\n","(-0.6204314832917035, (0, 1, 4, 7))\n","Trying (0, 1, 4, 8)\n","(-0.7482082878049184, (0, 1, 4, 8))\n","Trying (0, 1, 5, 6)\n","(-0.754805174273813, (0, 1, 5, 6))\n","Trying (0, 1, 5, 7)\n","(-0.6131274415191734, (0, 1, 5, 7))\n","Trying (0, 1, 5, 8)\n","(-0.7201766676375073, (0, 1, 5, 8))\n","Trying (0, 1, 6, 7)\n","(-0.6465081817011863, (0, 1, 6, 7))\n","Trying (0, 1, 6, 8)\n","(-0.7456446965438331, (0, 1, 6, 8))\n","Trying (0, 1, 7, 8)\n","(-0.5895147878239875, (0, 1, 7, 8))\n","Trying (0, 2, 3, 4)\n","(-0.8023397096866135, (0, 2, 3, 4))\n","Trying (0, 2, 3, 5)\n","(-0.748197484679664, (0, 2, 3, 5))\n","Trying (0, 2, 3, 6)\n","(-0.8068583718410922, (0, 2, 3, 6))\n","Trying (0, 2, 3, 7)\n","(-0.6374168279424614, (0, 2, 3, 7))\n","Trying (0, 2, 3, 8)\n","(-0.7907086750715784, (0, 2, 3, 8))\n","Trying (0, 2, 4, 5)\n","(-0.7476926595579403, (0, 2, 4, 5))\n","Trying (0, 2, 4, 6)\n","(-0.7829071574721755, (0, 2, 4, 6))\n","Trying (0, 2, 4, 7)\n","(-0.6004522192003359, (0, 2, 4, 7))\n","Trying (0, 2, 4, 8)\n","(-0.7685261922527911, (0, 2, 4, 8))\n","Trying (0, 2, 5, 6)\n","(-0.7332604831443187, (0, 2, 5, 6))\n","Trying (0, 2, 5, 7)\n","(-0.6100083277166104, (0, 2, 5, 7))\n","Trying (0, 2, 5, 8)\n","(-0.7180155253019038, (0, 2, 5, 8))\n","Trying (0, 2, 6, 7)\n","(-0.6022026887937262, (0, 2, 6, 7))\n","Trying (0, 2, 6, 8)\n","(-0.7826048749002292, (0, 2, 6, 8))\n","Trying (0, 2, 7, 8)\n","(-0.566730230430766, (0, 2, 7, 8))\n","Trying (0, 3, 4, 5)\n","(-0.7621131978336926, (0, 3, 4, 5))\n","Trying (0, 3, 4, 6)\n","(-0.769934749811952, (0, 3, 4, 6))\n","Trying (0, 3, 4, 7)\n","(-0.6295976676652508, (0, 3, 4, 7))\n","Trying (0, 3, 4, 8)\n","(-0.7500345199420035, (0, 3, 4, 8))\n","Trying (0, 3, 5, 6)\n","(-0.7389165545981846, (0, 3, 5, 6))\n","Trying (0, 3, 5, 7)\n","(-0.6262371611947781, (0, 3, 5, 7))\n","Trying (0, 3, 5, 8)\n","(-0.7185560089189426, (0, 3, 5, 8))\n","Trying (0, 3, 6, 7)\n","(-0.6225994662641547, (0, 3, 6, 7))\n","Trying (0, 3, 6, 8)\n","(-0.7752303649759421, (0, 3, 6, 8))\n","Trying (0, 3, 7, 8)\n","(-0.5998721105922532, (0, 3, 7, 8))\n","Trying (0, 4, 5, 6)\n","(-0.7550607921154326, (0, 4, 5, 6))\n","Trying (0, 4, 5, 7)\n","(-0.594751499326226, (0, 4, 5, 7))\n","Trying (0, 4, 5, 8)\n","(-0.72538741082554, (0, 4, 5, 8))\n","Trying (0, 4, 6, 7)\n","(-0.6074495924176317, (0, 4, 6, 7))\n","Trying (0, 4, 6, 8)\n","(-0.7620103152832556, (0, 4, 6, 8))\n","Trying (0, 4, 7, 8)\n","(-0.5894656253548252, (0, 4, 7, 8))\n","Trying (0, 5, 6, 7)\n","(-0.5999239479289726, (0, 5, 6, 7))\n","Trying (0, 5, 6, 8)\n","(-0.7215975747154602, (0, 5, 6, 8))\n","Trying (0, 5, 7, 8)\n","(-0.5650239666798049, (0, 5, 7, 8))\n","Trying (0, 6, 7, 8)\n","(-0.5900050263850628, (0, 6, 7, 8))\n","Trying (1, 2, 3, 4)\n","(-0.770456949475415, (1, 2, 3, 4))\n","Trying (1, 2, 3, 5)\n","(-0.7571028641762905, (1, 2, 3, 5))\n","Trying (1, 2, 3, 6)\n","(-0.7973039248706388, (1, 2, 3, 6))\n","Trying (1, 2, 3, 7)\n","(-0.6472368656707885, (1, 2, 3, 7))\n","Trying (1, 2, 3, 8)\n","(-0.8124774129196175, (1, 2, 3, 8))\n","Trying (1, 2, 4, 5)\n","(-0.735268054235982, (1, 2, 4, 5))\n","Trying (1, 2, 4, 6)\n","(-0.757084929072771, (1, 2, 4, 6))\n","Trying (1, 2, 4, 7)\n","(-0.6186735170571886, (1, 2, 4, 7))\n","Trying (1, 2, 4, 8)\n","(-0.7641251212984508, (1, 2, 4, 8))\n","Trying (1, 2, 5, 6)\n","(-0.748749199228049, (1, 2, 5, 6))\n","Trying (1, 2, 5, 7)\n","(-0.6398690141875883, (1, 2, 5, 7))\n","Trying (1, 2, 5, 8)\n","(-0.752276435236455, (1, 2, 5, 8))\n","Trying (1, 2, 6, 7)\n","(-0.6412204804246353, (1, 2, 6, 7))\n","Trying (1, 2, 6, 8)\n","(-0.7876795079458352, (1, 2, 6, 8))\n","Trying (1, 2, 7, 8)\n","(-0.6402260304649215, (1, 2, 7, 8))\n","Trying (1, 3, 4, 5)\n","(-0.7394327664804802, (1, 3, 4, 5))\n","Trying (1, 3, 4, 6)\n","(-0.7348851228287768, (1, 3, 4, 6))\n","Trying (1, 3, 4, 7)\n","(-0.6188057901724753, (1, 3, 4, 7))\n","Trying (1, 3, 4, 8)\n","(-0.7968593616095812, (1, 3, 4, 8))\n","Trying (1, 3, 5, 6)\n","(-0.7365140802378993, (1, 3, 5, 6))\n","Trying (1, 3, 5, 7)\n","(-0.6299875222395052, (1, 3, 5, 7))\n","Trying (1, 3, 5, 8)\n","(-0.7709990500409996, (1, 3, 5, 8))\n","Trying (1, 3, 6, 7)\n","(-0.6221867080805994, (1, 3, 6, 7))\n","Trying (1, 3, 6, 8)\n","(-0.7960238720263906, (1, 3, 6, 8))\n","Trying (1, 3, 7, 8)\n","(-0.6446183179134983, (1, 3, 7, 8))\n","Trying (1, 4, 5, 6)\n","(-0.7177733440656704, (1, 4, 5, 6))\n","Trying (1, 4, 5, 7)\n","(-0.6084249754769832, (1, 4, 5, 7))\n","Trying (1, 4, 5, 8)\n","(-0.7373941847888756, (1, 4, 5, 8))\n","Trying (1, 4, 6, 7)\n","(-0.6042512659166939, (1, 4, 6, 7))\n","Trying (1, 4, 6, 8)\n","(-0.7789250904764959, (1, 4, 6, 8))\n","Trying (1, 4, 7, 8)\n","(-0.6328137013372153, (1, 4, 7, 8))\n","Trying (1, 5, 6, 7)\n","(-0.6224514489279369, (1, 5, 6, 7))\n","Trying (1, 5, 6, 8)\n","(-0.7567664222778634, (1, 5, 6, 8))\n","Trying (1, 5, 7, 8)\n","(-0.632299525948334, (1, 5, 7, 8))\n","Trying (1, 6, 7, 8)\n","(-0.6395674225247691, (1, 6, 7, 8))\n","Trying (2, 3, 4, 5)\n","(-0.7544182223849796, (2, 3, 4, 5))\n","Trying (2, 3, 4, 6)\n","(-0.7788382157617935, (2, 3, 4, 6))\n","Trying (2, 3, 4, 7)\n","(-0.6534884746510528, (2, 3, 4, 7))\n","Trying (2, 3, 4, 8)\n","(-0.7859203506545144, (2, 3, 4, 8))\n","Trying (2, 3, 5, 6)\n","(-0.7333317687053016, (2, 3, 5, 6))\n","Trying (2, 3, 5, 7)\n","(-0.6530692379289063, (2, 3, 5, 7))\n","Trying (2, 3, 5, 8)\n","(-0.7745345554331469, (2, 3, 5, 8))\n","Trying (2, 3, 6, 7)\n","(-0.6389555982534997, (2, 3, 6, 7))\n","Trying (2, 3, 6, 8)\n","(-0.8146987049769007, (2, 3, 6, 8))\n","Trying (2, 3, 7, 8)\n","(-0.6550691415227292, (2, 3, 7, 8))\n","Trying (2, 4, 5, 6)\n","(-0.7328055218784342, (2, 4, 5, 6))\n","Trying (2, 4, 5, 7)\n","(-0.6412251395203579, (2, 4, 5, 7))\n","Trying (2, 4, 5, 8)\n","(-0.7557983710802685, (2, 4, 5, 8))\n","Trying (2, 4, 6, 7)\n","(-0.6212279064252697, (2, 4, 6, 7))\n","Trying (2, 4, 6, 8)\n","(-0.7903056507126633, (2, 4, 6, 8))\n","Trying (2, 4, 7, 8)\n","(-0.6483967685829246, (2, 4, 7, 8))\n","Trying (2, 5, 6, 7)\n","(-0.6089688029309902, (2, 5, 6, 7))\n","Trying (2, 5, 6, 8)\n","(-0.7517364864331085, (2, 5, 6, 8))\n","Trying (2, 5, 7, 8)\n","(-0.6411146159161887, (2, 5, 7, 8))\n","Trying (2, 6, 7, 8)\n","(-0.6501252689378363, (2, 6, 7, 8))\n","Trying (3, 4, 5, 6)\n","(-0.6919416382410417, (3, 4, 5, 6))\n","Trying (3, 4, 5, 7)\n","(-0.6145261692995501, (3, 4, 5, 7))\n","Trying (3, 4, 5, 8)\n","(-0.7511832713112023, (3, 4, 5, 8))\n","Trying (3, 4, 6, 7)\n","(-0.5976121509406191, (3, 4, 6, 7))\n","Trying (3, 4, 6, 8)\n","(-0.761368114390085, (3, 4, 6, 8))\n","Trying (3, 4, 7, 8)\n","(-0.629777395917581, (3, 4, 7, 8))\n","Trying (3, 5, 6, 7)\n","(-0.601177028878363, (3, 5, 6, 7))\n","Trying (3, 5, 6, 8)\n","(-0.7341045201995071, (3, 5, 6, 8))\n","Trying (3, 5, 7, 8)\n","(-0.6477633123954932, (3, 5, 7, 8))\n","Trying (3, 6, 7, 8)\n","(-0.630918631897861, (3, 6, 7, 8))\n","Trying (4, 5, 6, 7)\n","(-0.5966611803317777, (4, 5, 6, 7))\n","Trying (4, 5, 6, 8)\n","(-0.7386252947135299, (4, 5, 6, 8))\n","Trying (4, 5, 7, 8)\n","(-0.6325059541079017, (4, 5, 7, 8))\n","Trying (4, 6, 7, 8)\n","(-0.6167431167894715, (4, 6, 7, 8))\n","Trying (5, 6, 7, 8)\n","(-0.6133594128149746, (5, 6, 7, 8))\n","Trying (0, 1, 2, 3, 4)\n","(-1.0570519558599738, (0, 1, 2, 3, 4))\n","Trying (0, 1, 2, 3, 5)\n","(-1.0201138985648215, (0, 1, 2, 3, 5))\n","Trying (0, 1, 2, 3, 6)\n","(-1.0783200262165087, (0, 1, 2, 3, 6))\n","Trying (0, 1, 2, 3, 7)\n","(-0.9279583846992533, (0, 1, 2, 3, 7))\n","Trying (0, 1, 2, 3, 8)\n","(-1.060306489444609, (0, 1, 2, 3, 8))\n","Trying (0, 1, 2, 4, 5)\n","(-1.0061892591630688, (0, 1, 2, 4, 5))\n","Trying (0, 1, 2, 4, 6)\n","(-1.0484896419636212, (0, 1, 2, 4, 6))\n","Trying (0, 1, 2, 4, 7)\n","(-0.9037368165704951, (0, 1, 2, 4, 7))\n","Trying (0, 1, 2, 4, 8)\n","(-1.0271695564202201, (0, 1, 2, 4, 8))\n","Trying (0, 1, 2, 5, 6)\n","(-1.0188170317879393, (0, 1, 2, 5, 6))\n","Trying (0, 1, 2, 5, 7)\n","(-0.9200403349376645, (0, 1, 2, 5, 7))\n","Trying (0, 1, 2, 5, 8)\n","(-1.0009058699517812, (0, 1, 2, 5, 8))\n","Trying (0, 1, 2, 6, 7)\n","(-0.9232073402461254, (0, 1, 2, 6, 7))\n","Trying (0, 1, 2, 6, 8)\n","(-1.048350998180631, (0, 1, 2, 6, 8))\n","Trying (0, 1, 2, 7, 8)\n","(-0.8987572609278116, (0, 1, 2, 7, 8))\n","Trying (0, 1, 3, 4, 5)\n","(-1.0469898984598158, (0, 1, 3, 4, 5))\n","Trying (0, 1, 3, 4, 6)\n","(-1.0682533926846765, (0, 1, 3, 4, 6))\n","Trying (0, 1, 3, 4, 7)\n","(-0.9460491951031189, (0, 1, 3, 4, 7))\n","Trying (0, 1, 3, 4, 8)\n","(-1.052241548392066, (0, 1, 3, 4, 8))\n","Trying (0, 1, 3, 5, 6)\n","(-1.0436433242278476, (0, 1, 3, 5, 6))\n","Trying (0, 1, 3, 5, 7)\n","(-0.9337933334811821, (0, 1, 3, 5, 7))\n","Trying (0, 1, 3, 5, 8)\n","(-1.0269281992212613, (0, 1, 3, 5, 8))\n","Trying (0, 1, 3, 6, 7)\n","(-0.9594903360041177, (0, 1, 3, 6, 7))\n","Trying (0, 1, 3, 6, 8)\n","(-1.0582326846689054, (0, 1, 3, 6, 8))\n","Trying (0, 1, 3, 7, 8)\n","(-0.9268456883275449, (0, 1, 3, 7, 8))\n","Trying (0, 1, 4, 5, 6)\n","(-1.0214434746164351, (0, 1, 4, 5, 6))\n","Trying (0, 1, 4, 5, 7)\n","(-0.9226254064424748, (0, 1, 4, 5, 7))\n","Trying (0, 1, 4, 5, 8)\n","(-1.0084622557089629, (0, 1, 4, 5, 8))\n","Trying (0, 1, 4, 6, 7)\n","(-0.9386462300744297, (0, 1, 4, 6, 7))\n","Trying (0, 1, 4, 6, 8)\n","(-1.0506013677141617, (0, 1, 4, 6, 8))\n","Trying (0, 1, 4, 7, 8)\n","(-0.9033787627791662, (0, 1, 4, 7, 8))\n","Trying (0, 1, 5, 6, 7)\n","(-0.9410756600574522, (0, 1, 5, 6, 7))\n","Trying (0, 1, 5, 6, 8)\n","(-1.023239922760695, (0, 1, 5, 6, 8))\n","Trying (0, 1, 5, 7, 8)\n","(-0.905470866446443, (0, 1, 5, 7, 8))\n","Trying (0, 1, 6, 7, 8)\n","(-0.9142681537014791, (0, 1, 6, 7, 8))\n","Trying (0, 2, 3, 4, 5)\n","(-1.0280403282931454, (0, 2, 3, 4, 5))\n","Trying (0, 2, 3, 4, 6)\n","(-1.0813262044994656, (0, 2, 3, 4, 6))\n","Trying (0, 2, 3, 4, 7)\n","(-0.9532942145521837, (0, 2, 3, 4, 7))\n","Trying (0, 2, 3, 4, 8)\n","(-1.0637788407255582, (0, 2, 3, 4, 8))\n","Trying (0, 2, 3, 5, 6)\n","(-1.0159052575906513, (0, 2, 3, 5, 6))\n","Trying (0, 2, 3, 5, 7)\n","(-0.9228161069065599, (0, 2, 3, 5, 7))\n","Trying (0, 2, 3, 5, 8)\n","(-1.0031763322443843, (0, 2, 3, 5, 8))\n","Trying (0, 2, 3, 6, 7)\n","(-0.9156247326830622, (0, 2, 3, 6, 7))\n","Trying (0, 2, 3, 6, 8)\n","(-1.0833821088361586, (0, 2, 3, 6, 8))\n","Trying (0, 2, 3, 7, 8)\n","(-0.9339275541545375, (0, 2, 3, 7, 8))\n","Trying (0, 2, 4, 5, 6)\n","(-1.0352203757855714, (0, 2, 4, 5, 6))\n","Trying (0, 2, 4, 5, 7)\n","(-0.9323174799020759, (0, 2, 4, 5, 7))\n","Trying (0, 2, 4, 5, 8)\n","(-1.0185446140078624, (0, 2, 4, 5, 8))\n","Trying (0, 2, 4, 6, 7)\n","(-0.9370236545630474, (0, 2, 4, 6, 7))\n","Trying (0, 2, 4, 6, 8)\n","(-1.0600594393020748, (0, 2, 4, 6, 8))\n","Trying (0, 2, 4, 7, 8)\n","(-0.9050253790990406, (0, 2, 4, 7, 8))\n","Trying (0, 2, 5, 6, 7)\n","(-0.9278068595430062, (0, 2, 5, 6, 7))\n","Trying (0, 2, 5, 6, 8)\n","(-0.9964610274321082, (0, 2, 5, 6, 8))\n","Trying (0, 2, 5, 7, 8)\n","(-0.8915109407129626, (0, 2, 5, 7, 8))\n","Trying (0, 2, 6, 7, 8)\n","(-0.9152417368799308, (0, 2, 6, 7, 8))\n","Trying (0, 3, 4, 5, 6)\n","(-1.0188037749579764, (0, 3, 4, 5, 6))\n","Trying (0, 3, 4, 5, 7)\n","(-0.9324799794344069, (0, 3, 4, 5, 7))\n","Trying (0, 3, 4, 5, 8)\n","(-1.0094492437189406, (0, 3, 4, 5, 8))\n","Trying (0, 3, 4, 6, 7)\n","(-0.9298661852038581, (0, 3, 4, 6, 7))\n","Trying (0, 3, 4, 6, 8)\n","(-1.0384825172033896, (0, 3, 4, 6, 8))\n","Trying (0, 3, 4, 7, 8)\n","(-0.9290960332519533, (0, 3, 4, 7, 8))\n","Trying (0, 3, 5, 6, 7)\n","(-0.9206320859984543, (0, 3, 5, 6, 7))\n","Trying (0, 3, 5, 6, 8)\n","(-1.0180181158153976, (0, 3, 5, 6, 8))\n","Trying (0, 3, 5, 7, 8)\n","(-0.9089952811425871, (0, 3, 5, 7, 8))\n","Trying (0, 3, 6, 7, 8)\n","(-0.9277042472287431, (0, 3, 6, 7, 8))\n","Trying (0, 4, 5, 6, 7)\n","(-0.9367617927971905, (0, 4, 5, 6, 7))\n","Trying (0, 4, 5, 6, 8)\n","(-1.0231044035696604, (0, 4, 5, 6, 8))\n","Trying (0, 4, 5, 7, 8)\n","(-0.9168715518202095, (0, 4, 5, 7, 8))\n","Trying (0, 4, 6, 7, 8)\n","(-0.8989441349005521, (0, 4, 6, 7, 8))\n","Trying (0, 5, 6, 7, 8)\n","(-0.9048987278854476, (0, 5, 6, 7, 8))\n","Trying (1, 2, 3, 4, 5)\n","(-0.9759363972012451, (1, 2, 3, 4, 5))\n","Trying (1, 2, 3, 4, 6)\n","(-1.0340069003780008, (1, 2, 3, 4, 6))\n","Trying (1, 2, 3, 4, 7)\n","(-0.9380243883535424, (1, 2, 3, 4, 7))\n","Trying (1, 2, 3, 4, 8)\n","(-1.0527399884897293, (1, 2, 3, 4, 8))\n","Trying (1, 2, 3, 5, 6)\n","(-1.0164553294588528, (1, 2, 3, 5, 6))\n","Trying (1, 2, 3, 5, 7)\n","(-0.9448347292793153, (1, 2, 3, 5, 7))\n","Trying (1, 2, 3, 5, 8)\n","(-1.0467131335050108, (1, 2, 3, 5, 8))\n","Trying (1, 2, 3, 6, 7)\n","(-0.9539222598249799, (1, 2, 3, 6, 7))\n","Trying (1, 2, 3, 6, 8)\n","(-1.0805599949673916, (1, 2, 3, 6, 8))\n","Trying (1, 2, 3, 7, 8)\n","(-0.9693577089599485, (1, 2, 3, 7, 8))\n","Trying (1, 2, 4, 5, 6)\n","(-0.9928624160853083, (1, 2, 4, 5, 6))\n","Trying (1, 2, 4, 5, 7)\n","(-0.9160014809867982, (1, 2, 4, 5, 7))\n","Trying (1, 2, 4, 5, 8)\n","(-1.02931139154806, (1, 2, 4, 5, 8))\n","Trying (1, 2, 4, 6, 7)\n","(-0.9529497291014792, (1, 2, 4, 6, 7))\n","Trying (1, 2, 4, 6, 8)\n","(-1.055834400983765, (1, 2, 4, 6, 8))\n","Trying (1, 2, 4, 7, 8)\n","(-0.9470478840678473, (1, 2, 4, 7, 8))\n","Trying (1, 2, 5, 6, 7)\n","(-0.9487113506244653, (1, 2, 5, 6, 7))\n","Trying (1, 2, 5, 6, 8)\n","(-1.0576877093483823, (1, 2, 5, 6, 8))\n","Trying (1, 2, 5, 7, 8)\n","(-0.9530275529279015, (1, 2, 5, 7, 8))\n","Trying (1, 2, 6, 7, 8)\n","(-0.9721167982645709, (1, 2, 6, 7, 8))\n","Trying (1, 3, 4, 5, 6)\n","(-0.9930390147151779, (1, 3, 4, 5, 6))\n","Trying (1, 3, 4, 5, 7)\n","(-0.9056778777657197, (1, 3, 4, 5, 7))\n","Trying (1, 3, 4, 5, 8)\n","(-1.0387716606226802, (1, 3, 4, 5, 8))\n","Trying (1, 3, 4, 6, 7)\n","(-0.9178810178426906, (1, 3, 4, 6, 7))\n","Trying (1, 3, 4, 6, 8)\n","(-1.0489079518120614, (1, 3, 4, 6, 8))\n","Trying (1, 3, 4, 7, 8)\n","(-0.948337464619921, (1, 3, 4, 7, 8))\n","Trying (1, 3, 5, 6, 7)\n","(-0.9210166688701071, (1, 3, 5, 6, 7))\n","Trying (1, 3, 5, 6, 8)\n","(-1.0445184518870492, (1, 3, 5, 6, 8))\n","Trying (1, 3, 5, 7, 8)\n","(-0.9683895412138372, (1, 3, 5, 7, 8))\n","Trying (1, 3, 6, 7, 8)\n","(-0.9647703702491259, (1, 3, 6, 7, 8))\n","Trying (1, 4, 5, 6, 7)\n","(-0.9218535430801212, (1, 4, 5, 6, 7))\n","Trying (1, 4, 5, 6, 8)\n","(-1.0319115243266972, (1, 4, 5, 6, 8))\n","Trying (1, 4, 5, 7, 8)\n","(-0.9478707138044218, (1, 4, 5, 7, 8))\n","Trying (1, 4, 6, 7, 8)\n","(-0.9414761791223389, (1, 4, 6, 7, 8))\n","Trying (1, 5, 6, 7, 8)\n","(-0.9658553337869642, (1, 5, 6, 7, 8))\n","Trying (2, 3, 4, 5, 6)\n","(-1.0008173857185643, (2, 3, 4, 5, 6))\n","Trying (2, 3, 4, 5, 7)\n","(-0.9741794812119553, (2, 3, 4, 5, 7))\n","Trying (2, 3, 4, 5, 8)\n","(-1.0357993967951167, (2, 3, 4, 5, 8))\n","Trying (2, 3, 4, 6, 7)\n","(-0.9489497215452142, (2, 3, 4, 6, 7))\n","Trying (2, 3, 4, 6, 8)\n","(-1.068865408273589, (2, 3, 4, 6, 8))\n","Trying (2, 3, 4, 7, 8)\n","(-0.970065084247596, (2, 3, 4, 7, 8))\n","Trying (2, 3, 5, 6, 7)\n","(-0.9378066575566966, (2, 3, 5, 6, 7))\n","Trying (2, 3, 5, 6, 8)\n","(-1.0410448188512484, (2, 3, 5, 6, 8))\n","Trying (2, 3, 5, 7, 8)\n","(-0.9809450398726838, (2, 3, 5, 7, 8))\n","Trying (2, 3, 6, 7, 8)\n","(-0.9559721275415638, (2, 3, 6, 7, 8))\n","Trying (2, 4, 5, 6, 7)\n","(-0.944366917929732, (2, 4, 5, 6, 7))\n","Trying (2, 4, 5, 6, 8)\n","(-1.0245241779003225, (2, 4, 5, 6, 8))\n","Trying (2, 4, 5, 7, 8)\n","(-0.9880422093995183, (2, 4, 5, 7, 8))\n","Trying (2, 4, 6, 7, 8)\n","(-0.9737186160633757, (2, 4, 6, 7, 8))\n","Trying (2, 5, 6, 7, 8)\n","(-0.9595240904326277, (2, 5, 6, 7, 8))\n","Trying (3, 4, 5, 6, 7)\n","(-0.9135813398114285, (3, 4, 5, 6, 7))\n","Trying (3, 4, 5, 6, 8)\n","(-1.0122530344910323, (3, 4, 5, 6, 8))\n","Trying (3, 4, 5, 7, 8)\n","(-0.9340870878583359, (3, 4, 5, 7, 8))\n","Trying (3, 4, 6, 7, 8)\n","(-0.9283789056723598, (3, 4, 6, 7, 8))\n","Trying (3, 5, 6, 7, 8)\n","(-0.9429143839742565, (3, 5, 6, 7, 8))\n","Trying (4, 5, 6, 7, 8)\n","(-0.942349524040806, (4, 5, 6, 7, 8))\n","Trying (0, 1, 2, 3, 4, 5)\n","(-1.2107449842495612, (0, 1, 2, 3, 4, 5))\n","Trying (0, 1, 2, 3, 4, 6)\n","(-1.3001890233243232, (0, 1, 2, 3, 4, 6))\n","Trying (0, 1, 2, 3, 4, 7)\n","(-1.2161892137019306, (0, 1, 2, 3, 4, 7))\n","Trying (0, 1, 2, 3, 4, 8)\n","(-1.2794354653096334, (0, 1, 2, 3, 4, 8))\n","Trying (0, 1, 2, 3, 5, 6)\n","(-1.2717375064460175, (0, 1, 2, 3, 5, 6))\n","Trying (0, 1, 2, 3, 5, 7)\n","(-1.2089711658807734, (0, 1, 2, 3, 5, 7))\n","Trying (0, 1, 2, 3, 5, 8)\n","(-1.2607798832039723, (0, 1, 2, 3, 5, 8))\n","Trying (0, 1, 2, 3, 6, 7)\n","(-1.2258962774152633, (0, 1, 2, 3, 6, 7))\n","Trying (0, 1, 2, 3, 6, 8)\n","(-1.3222865021975831, (0, 1, 2, 3, 6, 8))\n","Trying (0, 1, 2, 3, 7, 8)\n","(-1.2118553249152313, (0, 1, 2, 3, 7, 8))\n","Trying (0, 1, 2, 4, 5, 6)\n","(-1.266292715213293, (0, 1, 2, 4, 5, 6))\n","Trying (0, 1, 2, 4, 5, 7)\n","(-1.2059499230304138, (0, 1, 2, 4, 5, 7))\n","Trying (0, 1, 2, 4, 5, 8)\n","(-1.2331373243518606, (0, 1, 2, 4, 5, 8))\n","Trying (0, 1, 2, 4, 6, 7)\n","(-1.2042765529758594, (0, 1, 2, 4, 6, 7))\n","Trying (0, 1, 2, 4, 6, 8)\n","(-1.2815426654102906, (0, 1, 2, 4, 6, 8))\n","Trying (0, 1, 2, 4, 7, 8)\n","(-1.1798674836403684, (0, 1, 2, 4, 7, 8))\n","Trying (0, 1, 2, 5, 6, 7)\n","(-1.2067363556797397, (0, 1, 2, 5, 6, 7))\n","Trying (0, 1, 2, 5, 6, 8)\n","(-1.2526115673267468, (0, 1, 2, 5, 6, 8))\n","Trying (0, 1, 2, 5, 7, 8)\n","(-1.2049515487711155, (0, 1, 2, 5, 7, 8))\n","Trying (0, 1, 2, 6, 7, 8)\n","(-1.2197142076153158, (0, 1, 2, 6, 7, 8))\n","Trying (0, 1, 3, 4, 5, 6)\n","(-1.2636094017843618, (0, 1, 3, 4, 5, 6))\n","Trying (0, 1, 3, 4, 5, 7)\n","(-1.2148447630820889, (0, 1, 3, 4, 5, 7))\n","Trying (0, 1, 3, 4, 5, 8)\n","(-1.2693635364105764, (0, 1, 3, 4, 5, 8))\n","Trying (0, 1, 3, 4, 6, 7)\n","(-1.2172665603199817, (0, 1, 3, 4, 6, 7))\n","Trying (0, 1, 3, 4, 6, 8)\n","(-1.2942345714345485, (0, 1, 3, 4, 6, 8))\n","Trying (0, 1, 3, 4, 7, 8)\n","(-1.2105913789609364, (0, 1, 3, 4, 7, 8))\n","Trying (0, 1, 3, 5, 6, 7)\n","(-1.2272273071522997, (0, 1, 3, 5, 6, 7))\n","Trying (0, 1, 3, 5, 6, 8)\n","(-1.2882928363330137, (0, 1, 3, 5, 6, 8))\n","Trying (0, 1, 3, 5, 7, 8)\n","(-1.2139832328624962, (0, 1, 3, 5, 7, 8))\n","Trying (0, 1, 3, 6, 7, 8)\n","(-1.2271199634778047, (0, 1, 3, 6, 7, 8))\n","Trying (0, 1, 4, 5, 6, 7)\n","(-1.2217689571623815, (0, 1, 4, 5, 6, 7))\n","Trying (0, 1, 4, 5, 6, 8)\n","(-1.3002361562824483, (0, 1, 4, 5, 6, 8))\n","Trying (0, 1, 4, 5, 7, 8)\n","(-1.2034233519069688, (0, 1, 4, 5, 7, 8))\n","Trying (0, 1, 4, 6, 7, 8)\n","(-1.2140530252413146, (0, 1, 4, 6, 7, 8))\n","Trying (0, 1, 5, 6, 7, 8)\n","(-1.2270382846139936, (0, 1, 5, 6, 7, 8))\n","Trying (0, 2, 3, 4, 5, 6)\n","(-1.2561790675295552, (0, 2, 3, 4, 5, 6))\n","Trying (0, 2, 3, 4, 5, 7)\n","(-1.2250498817886182, (0, 2, 3, 4, 5, 7))\n","Trying (0, 2, 3, 4, 5, 8)\n","(-1.2432017380577642, (0, 2, 3, 4, 5, 8))\n","Trying (0, 2, 3, 4, 6, 7)\n","(-1.2450479232414438, (0, 2, 3, 4, 6, 7))\n","Trying (0, 2, 3, 4, 6, 8)\n","(-1.337032365917561, (0, 2, 3, 4, 6, 8))\n","Trying (0, 2, 3, 4, 7, 8)\n","(-1.2338069285826148, (0, 2, 3, 4, 7, 8))\n","Trying (0, 2, 3, 5, 6, 7)\n","(-1.2099352383802742, (0, 2, 3, 5, 6, 7))\n","Trying (0, 2, 3, 5, 6, 8)\n","(-1.2420881058067115, (0, 2, 3, 5, 6, 8))\n","Trying (0, 2, 3, 5, 7, 8)\n","(-1.2218491573989128, (0, 2, 3, 5, 7, 8))\n","Trying (0, 2, 3, 6, 7, 8)\n","(-1.2275324897648061, (0, 2, 3, 6, 7, 8))\n","Trying (0, 2, 4, 5, 6, 7)\n","(-1.2182063844272744, (0, 2, 4, 5, 6, 7))\n","Trying (0, 2, 4, 5, 6, 8)\n","(-1.2471893821344873, (0, 2, 4, 5, 6, 8))\n","Trying (0, 2, 4, 5, 7, 8)\n","(-1.2118577285485108, (0, 2, 4, 5, 7, 8))\n","Trying (0, 2, 4, 6, 7, 8)\n","(-1.2106564119365815, (0, 2, 4, 6, 7, 8))\n","Trying (0, 2, 5, 6, 7, 8)\n","(-1.1824403937448968, (0, 2, 5, 6, 7, 8))\n","Trying (0, 3, 4, 5, 6, 7)\n","(-1.2057954754073945, (0, 3, 4, 5, 6, 7))\n","Trying (0, 3, 4, 5, 6, 8)\n","(-1.2592065421444811, (0, 3, 4, 5, 6, 8))\n","Trying (0, 3, 4, 5, 7, 8)\n","(-1.1989109152093, (0, 3, 4, 5, 7, 8))\n","Trying (0, 3, 4, 6, 7, 8)\n","(-1.2098960654591522, (0, 3, 4, 6, 7, 8))\n","Trying (0, 3, 5, 6, 7, 8)\n","(-1.2088182634909117, (0, 3, 5, 6, 7, 8))\n","Trying (0, 4, 5, 6, 7, 8)\n","(-1.2274910036006084, (0, 4, 5, 6, 7, 8))\n","Trying (1, 2, 3, 4, 5, 6)\n","(-1.1821836039115545, (1, 2, 3, 4, 5, 6))\n","Trying (1, 2, 3, 4, 5, 7)\n","(-1.190968657691362, (1, 2, 3, 4, 5, 7))\n","Trying (1, 2, 3, 4, 5, 8)\n","(-1.2462213703036178, (1, 2, 3, 4, 5, 8))\n","Trying (1, 2, 3, 4, 6, 7)\n","(-1.2250377993539592, (1, 2, 3, 4, 6, 7))\n","Trying (1, 2, 3, 4, 6, 8)\n","(-1.2802406065425793, (1, 2, 3, 4, 6, 8))\n","Trying (1, 2, 3, 4, 7, 8)\n","(-1.2362795503837405, (1, 2, 3, 4, 7, 8))\n","Trying (1, 2, 3, 5, 6, 7)\n","(-1.2058940896367694, (1, 2, 3, 5, 6, 7))\n","Trying (1, 2, 3, 5, 6, 8)\n","(-1.2938678541380157, (1, 2, 3, 5, 6, 8))\n","Trying (1, 2, 3, 5, 7, 8)\n","(-1.2561901957635766, (1, 2, 3, 5, 7, 8))\n","Trying (1, 2, 3, 6, 7, 8)\n","(-1.2756317508486759, (1, 2, 3, 6, 7, 8))\n","Trying (1, 2, 4, 5, 6, 7)\n","(-1.2139609023271287, (1, 2, 4, 5, 6, 7))\n","Trying (1, 2, 4, 5, 6, 8)\n","(-1.2834189830258198, (1, 2, 4, 5, 6, 8))\n","Trying (1, 2, 4, 5, 7, 8)\n","(-1.2314789421241938, (1, 2, 4, 5, 7, 8))\n","Trying (1, 2, 4, 6, 7, 8)\n","(-1.248131502434067, (1, 2, 4, 6, 7, 8))\n","Trying (1, 2, 5, 6, 7, 8)\n","(-1.2715088267615755, (1, 2, 5, 6, 7, 8))\n","Trying (1, 3, 4, 5, 6, 7)\n","(-1.1950724652418592, (1, 3, 4, 5, 6, 7))\n","Trying (1, 3, 4, 5, 6, 8)\n","(-1.28572958489476, (1, 3, 4, 5, 6, 8))\n","Trying (1, 3, 4, 5, 7, 8)\n","(-1.2298709971546944, (1, 3, 4, 5, 7, 8))\n","Trying (1, 3, 4, 6, 7, 8)\n","(-1.2295943127034556, (1, 3, 4, 6, 7, 8))\n","Trying (1, 3, 5, 6, 7, 8)\n","(-1.2446201734010733, (1, 3, 5, 6, 7, 8))\n","Trying (1, 4, 5, 6, 7, 8)\n","(-1.251981805075684, (1, 4, 5, 6, 7, 8))\n","Trying (2, 3, 4, 5, 6, 7)\n","(-1.2218546145117697, (2, 3, 4, 5, 6, 7))\n","Trying (2, 3, 4, 5, 6, 8)\n","(-1.2540989498112451, (2, 3, 4, 5, 6, 8))\n","Trying (2, 3, 4, 5, 7, 8)\n","(-1.2604963868841492, (2, 3, 4, 5, 7, 8))\n","Trying (2, 3, 4, 6, 7, 8)\n","(-1.258108352075532, (2, 3, 4, 6, 7, 8))\n","Trying (2, 3, 5, 6, 7, 8)\n","(-1.2432720050766246, (2, 3, 5, 6, 7, 8))\n","Trying (2, 4, 5, 6, 7, 8)\n","(-1.2514442302211108, (2, 4, 5, 6, 7, 8))\n","Trying (3, 4, 5, 6, 7, 8)\n","(-1.2129518644844448, (3, 4, 5, 6, 7, 8))\n","Trying (0, 1, 2, 3, 4, 5, 6)\n","(-1.2896814755225177, (0, 1, 2, 3, 4, 5, 6))\n","Trying (0, 1, 2, 3, 4, 5, 7)\n","(-1.382222136895851, (0, 1, 2, 3, 4, 5, 7))\n","Trying (0, 1, 2, 3, 4, 5, 8)\n","(-1.3222529863375483, (0, 1, 2, 3, 4, 5, 8))\n","Trying (0, 1, 2, 3, 4, 6, 7)\n","(-1.4832683987959119, (0, 1, 2, 3, 4, 6, 7))\n","Trying (0, 1, 2, 3, 4, 6, 8)\n","(-1.4537784351177079, (0, 1, 2, 3, 4, 6, 8))\n","Trying (0, 1, 2, 3, 4, 7, 8)\n","(-1.4471727780494492, (0, 1, 2, 3, 4, 7, 8))\n","Trying (0, 1, 2, 3, 5, 6, 7)\n","(-1.4462596535763503, (0, 1, 2, 3, 5, 6, 7))\n","Trying (0, 1, 2, 3, 5, 6, 8)\n","(-1.426175465980548, (0, 1, 2, 3, 5, 6, 8))\n","Trying (0, 1, 2, 3, 5, 7, 8)\n","(-1.4508973923926805, (0, 1, 2, 3, 5, 7, 8))\n","Trying (0, 1, 2, 3, 6, 7, 8)\n","(-1.4708236977140299, (0, 1, 2, 3, 6, 7, 8))\n","Trying (0, 1, 2, 4, 5, 6, 7)\n","(-1.4749705894398828, (0, 1, 2, 4, 5, 6, 7))\n","Trying (0, 1, 2, 4, 5, 6, 8)\n","(-1.4470825769751032, (0, 1, 2, 4, 5, 6, 8))\n","Trying (0, 1, 2, 4, 5, 7, 8)\n","(-1.4441492688901865, (0, 1, 2, 4, 5, 7, 8))\n","Trying (0, 1, 2, 4, 6, 7, 8)\n","(-1.4632370081413844, (0, 1, 2, 4, 6, 7, 8))\n","Trying (0, 1, 2, 5, 6, 7, 8)\n","(-1.463351952969178, (0, 1, 2, 5, 6, 7, 8))\n","Trying (0, 1, 3, 4, 5, 6, 7)\n","(-1.4569739126829708, (0, 1, 3, 4, 5, 6, 7))\n","Trying (0, 1, 3, 4, 5, 6, 8)\n","(-1.4627544484450015, (0, 1, 3, 4, 5, 6, 8))\n","Trying (0, 1, 3, 4, 5, 7, 8)\n","(-1.4641382647022139, (0, 1, 3, 4, 5, 7, 8))\n","Trying (0, 1, 3, 4, 6, 7, 8)\n","(-1.4663809134549972, (0, 1, 3, 4, 6, 7, 8))\n","Trying (0, 1, 3, 5, 6, 7, 8)\n","(-1.4930983280060564, (0, 1, 3, 5, 6, 7, 8))\n","Trying (0, 1, 4, 5, 6, 7, 8)\n","(-1.5087840498945555, (0, 1, 4, 5, 6, 7, 8))\n","Trying (0, 2, 3, 4, 5, 6, 7)\n","(-1.4490256575441947, (0, 2, 3, 4, 5, 6, 7))\n","Trying (0, 2, 3, 4, 5, 6, 8)\n","(-1.3917646785387146, (0, 2, 3, 4, 5, 6, 8))\n","Trying (0, 2, 3, 4, 5, 7, 8)\n","(-1.4448505022735625, (0, 2, 3, 4, 5, 7, 8))\n","Trying (0, 2, 3, 4, 6, 7, 8)\n","(-1.5056722890433658, (0, 2, 3, 4, 6, 7, 8))\n","Trying (0, 2, 3, 5, 6, 7, 8)\n","(-1.4380309612496114, (0, 2, 3, 5, 6, 7, 8))\n","Trying (0, 2, 4, 5, 6, 7, 8)\n","(-1.4607084313236713, (0, 2, 4, 5, 6, 7, 8))\n","Trying (0, 3, 4, 5, 6, 7, 8)\n","(-1.4742613727422502, (0, 3, 4, 5, 6, 7, 8))\n","Trying (1, 2, 3, 4, 5, 6, 7)\n","(-1.3975528156268255, (1, 2, 3, 4, 5, 6, 7))\n","Trying (1, 2, 3, 4, 5, 6, 8)\n","(-1.3607204566075484, (1, 2, 3, 4, 5, 6, 8))\n","Trying (1, 2, 3, 4, 5, 7, 8)\n","(-1.4413972055954316, (1, 2, 3, 4, 5, 7, 8))\n","Trying (1, 2, 3, 4, 6, 7, 8)\n","(-1.4978998461840076, (1, 2, 3, 4, 6, 7, 8))\n","Trying (1, 2, 3, 5, 6, 7, 8)\n","(-1.527684933856249, (1, 2, 3, 5, 6, 7, 8))\n","Trying (1, 2, 4, 5, 6, 7, 8)\n","(-1.5259095120573116, (1, 2, 4, 5, 6, 7, 8))\n","Trying (1, 3, 4, 5, 6, 7, 8)\n","(-1.4905267197866323, (1, 3, 4, 5, 6, 7, 8))\n","Trying (2, 3, 4, 5, 6, 7, 8)\n","(-1.4974862522985146, (2, 3, 4, 5, 6, 7, 8))\n","Trying (0, 1, 2, 3, 4, 5, 6, 7)\n","(-1.5002855406931097, (0, 1, 2, 3, 4, 5, 6, 7))\n","Trying (0, 1, 2, 3, 4, 5, 6, 8)\n","(0.31347837353324737, (0, 1, 2, 3, 4, 5, 6, 8))\n","Trying (0, 1, 2, 3, 4, 5, 7, 8)\n","(-1.518794983256779, (0, 1, 2, 3, 4, 5, 7, 8))\n","Trying (0, 1, 2, 3, 4, 6, 7, 8)\n","(-1.6454265076807495, (0, 1, 2, 3, 4, 6, 7, 8))\n","Trying (0, 1, 2, 3, 5, 6, 7, 8)\n","(-1.6207106333192183, (0, 1, 2, 3, 5, 6, 7, 8))\n","Trying (0, 1, 2, 4, 5, 6, 7, 8)\n","(-1.6467033404658844, (0, 1, 2, 4, 5, 6, 7, 8))\n","Trying (0, 1, 3, 4, 5, 6, 7, 8)\n","(-1.6637358216504445, (0, 1, 3, 4, 5, 6, 7, 8))\n","Trying (0, 2, 3, 4, 5, 6, 7, 8)\n","(-1.5970140498167262, (0, 2, 3, 4, 5, 6, 7, 8))\n","Trying (1, 2, 3, 4, 5, 6, 7, 8)\n","(-1.6177611287112181, (1, 2, 3, 4, 5, 6, 7, 8))\n","mask [ True  True  True  True  True  True  True False  True]\n","Trying to solve mysteries with brute force...\n","Trying to solve results/gradients_gen_sym_F1.txt_train-gen_sym\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","       10000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......   10000\n","Shuffling and normalizin\n"," Searching for best fit...\n","     29.999999599507                      P               1             0.0000        299999.9960        999970.0000             0.0000             0.0000         10000.0000\n","     29.432608456006                      a               2             1.0000        294327.0846             0.5674             0.0000             0.0041         10000.0000\n","     29.355543458857                      b               3             1.5850        293557.0196             0.0771             0.0000             0.0098         10000.0000\n","     29.312190220772                    cb*             193             7.5925        293129.4947             0.0434             0.0000             0.0076           210.3316\n","     29.308690457747                   cb<*            1975            10.9476        293097.8522             0.0035             0.0000             0.0078            31.4618\n","     29.302728671607                  cbP-*           20848            14.3476        293041.6343             0.0060             0.0000             0.0083             6.3003\n","     29.244225131162                  cba/*           21658            14.4026        292456.6539             0.0585             0.0000             0.0059             6.7623\n","     29.154640333136                  cfRS*           38704            15.2402        291561.6435             0.0896             0.0000             0.0047             4.9666\n","     29.089575071767                hcfRS**         4950846            22.2392        290917.9900             0.0651             0.0000             0.0047             1.6142\n","\n","Translational symmetry found for variables: 5 7\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/translated_data_minus/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     31.283042273099     46.897272368484                      P               1             0.0000        250264.3382             4.5621            15.0414             1.6505          8000.0000\n","     31.239670794988     45.631251585824                     aR              47             5.5546        249922.9209             4.3962            14.6185             1.6200          3681.3618\n","     31.233171092124     45.602849317493                     cR              49             5.6147        249870.9834             4.4014            14.8942             1.6483          3857.6326\n","     31.227065336712     45.555941139788                     fR              52             5.7004        249822.2231             4.3879            14.5616             1.6505          4096.6152\n","     31.213725503515     43.649144111974                    aP/             335             8.3880        249718.1920             4.3373            15.4213             1.6319          2034.7881\n","     31.205275605476     43.737393191206                    hP/             342             8.4179        249650.6227             4.3510            16.2012             1.6366          2156.8831\n","     31.195895591645     43.744366524833                   fa+R            5371            12.3910        249579.5557             4.3007            13.8773             1.6596          3295.9539\n","     31.195293387866     43.822434801052                  fa<+R           66121            16.0128        249578.3599             4.2978            13.8632             1.6540          2901.7993\n","     31.195165207633     43.793609475932                  hf<+R           66168            16.0138        249577.3355             4.3007            14.4817             1.6626          2905.4207\n","     31.160258393659     40.722964879310                  baR*R           67089            16.0338        249298.1009             4.1636            13.8767             1.6198          2947.8933\n","     31.137508660043     40.750848816641                  caR*R           67090            16.0338        249116.1031             4.1523            13.9615             1.6531          2947.9688\n","     31.135068794492     40.698917551477                  fdR*R           67120            16.0345        249096.5848             4.1216            14.4429             1.6629          2950.2268\n","     31.129880175289     37.352013280226                  ca+P/           89365            16.4474        249055.4888             4.1157            14.0035             1.6436          3134.6406\n","     31.125803455063     37.305521567399                  fb+P/           89377            16.4476        249022.8753             4.1006            14.2874             1.6326          3135.2502\n","     31.123936898601     37.246612116914                  fd+P/           89395            16.4479        249007.9431             4.0718            13.9453             1.6527          3136.1860\n","     31.117054849821     37.277414772034                  hg+P/           89424            16.4484        248952.8872             4.1389            14.5000             1.6748          3137.7634\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/translated_data_minus/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   64.666441696060843        6.4666444767552012E-002\n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     31.283042273099     15.927865014537                      P               1             0.0000        250264.3382             4.5621            15.0414             1.6505          8000.0000\n","     31.282388332169    -15.927990582168                     P~              28             4.8074        250263.9140             4.5621            15.0418             1.6561          1308.2858\n","     31.282388332169    -73.404700944725                    P\\<             523             9.0307        250268.1373             4.5621            15.0418             1.6561           997.2772\n","     31.223870757931    -53.008359324054                    a\\<             524             9.0334        249799.9995             4.3685            14.6938             1.6419          1010.6412\n","     31.221395640511    -52.915752630018                    g\\<             530             9.0498        249780.2150             4.3740            15.0340             1.6518          1089.7660\n","     31.164289381598     13.632454175388                   ba+L            6339            12.6300        249326.9451             4.1818            14.1939             1.6381           733.6060\n","     31.144304708091     13.647976082598                   ca+L            6340            12.6303        249167.0679             4.1840            14.7199             1.6533           734.7521\n","     31.127045109537     13.645483775657                   fb+L            6352            12.6330        249028.9939             4.1534            15.0788             1.6746           747.2484\n","     31.123659090817     13.552146590722                  fb>+L           74797            16.1907        249005.4634             4.1352            14.9092             1.6726           587.7653\n","     31.102151500681     10.733469322352                  ca+L>           94549            16.5288        248833.7408             4.0989            13.7950             1.6776           619.9170\n","     31.027769099434     12.262404683138                 cba++L          547996            19.0638        248241.2166             3.8573            13.0615             1.6679           606.9631\n","     31.018233789290     12.256074938940                 gfa++L          548036            19.0639        248164.9342             3.8277            12.5195             1.6621           607.5027\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","7.32 35.66 19 - x6\n","52.15 31.29 50.0379159450531\n","52.15 31.29 50.0390243530273\n","52.5 31.28 15.927865014537*pi\n","52.5 31.28 -15.927990582168*(-pi)\n","59.71 31.21 43.649144111974+(x0/pi)\n","59.71 31.21 43.737393191206+(x7/pi)\n","61.88 31.17 13.6226444244385*log(x0 + x1)\n","61.88 31.13 13.6246528625488*log(x1 + x5)\n","61.89 31.13 13.645483775657*log((x5+x1))\n","62.73 31.12 37.246612116914+((x5+x3)/pi)\n","62.73 31.12 37.277414772034+((x7+x6)/pi)\n","65.63 31.02 12.256074938940*log((x6+(x5+x0)))\n","4543.25 30.83 0.000156928838467635*x0**3 + 0.000107037916275808*x0**2*x2 - 0.000110964795765734*x0**2*x3 - 5.67501503268418e-5*x0**2*x5 + 5.67544226750595e-5*x0**2*x6 + 0.000258668560560167*x0**2*x7 - 0.0134374192407403*x0**2 + 0.000313277495519161*x0*x1**2 - 0.000100183979060374*x0*x1*x2 - 0.000314364704497776*x0*x1*x3 - 0.00585163666810151*x0*x1 - 0.000260117675412567*x0*x2**2 - 0.000108513117031905*x0*x2*x4 - 0.000155875276407703*x0*x2*x6 - 5.95600264461478e-5*x0*x2*x7 + 0.0158203876228984*x0*x2 + 9.46342078651409e-5*x0*x3**2 - 0.000361462665319024*x0*x3*x5 - 0.000102408888509099*x0*x3*x7 + 0.0166553045718464*x0*x3 + 6.49632939271708e-5*x0*x4*x5 - 5.53844833799242e-5*x0*x4*x7 + 0.00318848364757715*x0*x4 - 6.7028712010486e-5*x0*x5**2 + 9.82379788041797e-5*x0*x5*x7 + 0.00788340971252527*x0*x5 + 0.00020458564912745*x0*x6**2 - 0.00701410586266671*x0*x6 - 0.00454935884935503*x0*x7 + 0.210484866880156*x0 + 0.000100475428477733*x1**2*x2 - 0.000160816048322844*x1**2*x3 - 0.000108211778999021*x1**2*x4 - 0.000205727239932774*x1**2*x6 - 0.000158114232922774*x1**2*x7 + 0.00403272140195253*x1**2 + 0.000257262236843182*x1*x2**2 - 0.000143281977635295*x1*x2*x7 - 0.00970364969949209*x1*x2 - 9.61339641734952e-5*x1*x3**2 - 0.000101637064758863*x1*x3*x4 + 0.000151259234170086*x1*x3*x5 + 0.0175958010134229*x1*x3 + 9.61798411995232e-5*x1*x4*x5 + 0.00293327712643492*x1*x4 + 0.000152432900204547*x1*x5*x6 - 0.000109962127082133*x1*x5*x7 - 0.00894961520306782*x1*x5 - 0.000207826179335607*x1*x6**2 - 0.000109094701121875*x1*x6*x7 + 0.0171158182250415*x1*x6 + 0.000263878008034252*x1*x7**2 + 0.00286966740766399*x1*x7 + 0.0184923505735023*x1 + 0.000259106823068291*x2**3 + 0.000257770290107545*x2**2*x5 + 0.000103684878975195*x2**2*x7 - 0.0233017975520033*x2**2 - 0.000109058171648513*x2*x3**2 + 0.000159430617961127*x2*x3*x4 - 0.000104472929952335*x2*x3*x5 + 5.70095546818364e-5*x2*x3*x6 + 0.00657062082194848*x2*x3 + 5.75746097844339e-5*x2*x4*x5 - 6.34635616754368e-5*x2*x4*x6 - 6.12036817683359e-5*x2*x4*x7 - 0.00526743308901479*x2*x4 - 6.32311777126367e-5*x2*x5**2 - 0.000151141535299052*x2*x5*x6 - 0.00476598948475019*x2*x5 - 0.000107180577577321*x2*x6**2 - 0.000192973687024123*x2*x6*x7 + 0.0141259161852653*x2*x6 - 0.000258656247112613*x2*x7**2 + 0.0172250521184244*x2*x7 + 0.340148824400123*x2 + 0.000157588026480387*x3**3 + 0.000164940755581401*x3**2*x5 - 0.000108729487748594*x3**2*x7 - 0.00829204155890649*x3**2 - 5.6645701300192e-5*x3*x4**2 - 0.000102698521733884*x3*x4*x6 + 6.21725322623119e-5*x3*x4*x7 + 0.00278439145860476*x3*x4 - 8.06277061411776e-5*x3*x5**2 - 5.48451123468702e-5*x3*x5*x6 + 0.00561368327360822*x3*x5 + 0.00442589958895731*x3*x6 + 0.000313391846755646*x3*x7**2 - 0.005222328359416*x3*x7 - 0.0993744126636204*x3 + 0.000260980973691939*x4**3 - 0.000106319433344869*x4**2*x5 + 0.000212094491496849*x4**2*x7 - 0.0166633001842054*x4**2 - 0.000352357740965162*x4*x5**2 + 0.000152247110538044*x4*x5*x6 + 0.0124953951403738*x4*x5 - 0.000108389185064141*x4*x6**2 - 0.000303608095273745*x4*x6*x7 + 0.0134826858659566*x4*x6 - 0.000100990296320059*x4*x7**2 + 0.00295957319217612*x4*x7 + 0.252759464964679*x4 + 0.000516166906169272*x5**3 - 0.0200777661546748*x5**2 - 5.60096118606655e-5*x5*x6**2 - 0.000270008901446235*x5*x6*x7 + 0.00526233858477806*x5*x6 + 0.000112492974597699*x5*x7**2 + 0.00275234868734247*x5*x7 + 0.455550561533285*x5 - 0.000208899720047578*x6**3 + 9.75609381857396e-5*x6**2*x7 + 0.0162578011956317*x6**2 + 0.000303054090188783*x6*x7**2 + 0.00328746178690427*x6*x7 - 0.556651044996693*x6 - 0.00010995743307045*x7**3 - 0.00573088243056289*x7**2 + 0.15924739394104*x7 + 19.0969961583582\n","4575.6 30.67 0.000156928838467635*x0**3 + 0.000107037916275808*x0**2*x2 - 0.000110964795765734*x0**2*x3 - 5.67501503268418e-5*x0**2*x5 + 5.67544226750595e-5*x0**2*x6 + 0.000258668560560167*x0**2*x7 - 0.0134374192407403*x0**2 + 0.000313277495519161*x0*x1**2 - 0.000100183979060374*x0*x1*x2 - 0.000314364704497776*x0*x1*x3 - 0.00585163666810151*x0*x1 - 0.000260117675412567*x0*x2**2 - 0.000108513117031905*x0*x2*x4 - 0.000155875276407703*x0*x2*x6 - 5.95600264461478e-5*x0*x2*x7 + 0.0158203876228984*x0*x2 + 9.46342078651409e-5*x0*x3**2 - 0.000361462665319024*x0*x3*x5 - 0.000102408888509099*x0*x3*x7 + 0.0166553045718464*x0*x3 + 6.49632939271708e-5*x0*x4*x5 - 5.53844833799242e-5*x0*x4*x7 + 0.00318848364757715*x0*x4 - 6.7028712010486e-5*x0*x5**2 + 9.82379788041797e-5*x0*x5*x7 + 0.00788340971252527*x0*x5 + 0.00020458564912745*x0*x6**2 - 0.00701410586266671*x0*x6 - 0.00454935884935503*x0*x7 + 0.210484866880156*x0 + 0.000100475428477733*x1**2*x2 - 0.000160816048322844*x1**2*x3 - 0.000108211778999021*x1**2*x4 - 0.000205727239932774*x1**2*x6 - 0.000158114232922774*x1**2*x7 + 0.00403272140195253*x1**2 + 0.000257262236843182*x1*x2**2 - 5.47357258116815e-5*x1*x2*x3 - 0.000143281977635295*x1*x2*x7 - 0.00970364969949209*x1*x2 - 9.61339641734952e-5*x1*x3**2 - 0.000101637064758863*x1*x3*x4 + 0.000151259234170086*x1*x3*x5 + 0.0175958010134229*x1*x3 + 9.61798411995232e-5*x1*x4*x5 + 0.00293327712643492*x1*x4 + 0.000152432900204547*x1*x5*x6 - 0.000109962127082133*x1*x5*x7 - 0.00894961520306782*x1*x5 - 0.000207826179335607*x1*x6**2 - 0.000109094701121875*x1*x6*x7 + 0.0171158182250415*x1*x6 + 0.000263878008034252*x1*x7**2 + 0.00286966740766399*x1*x7 + 0.0184923505735023*x1 + 0.000259106823068291*x2**3 + 0.000257770290107545*x2**2*x5 + 0.000103684878975195*x2**2*x7 - 0.0233017975520033*x2**2 - 0.000109058171648513*x2*x3**2 + 0.000159430617961127*x2*x3*x4 - 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5.39935531954561e-5*x3*x6*x7 + 0.00442589958895731*x3*x6 + 0.000313391846755646*x3*x7**2 - 0.005222328359416*x3*x7 - 0.0993744126636204*x3 + 0.000260980973691939*x4**3 - 0.000106319433344869*x4**2*x5 - 4.75929853569035e-5*x4**2*x6 + 0.000212094491496849*x4**2*x7 - 0.0166633001842054*x4**2 - 0.000352357740965162*x4*x5**2 + 0.000152247110538044*x4*x5*x6 - 3.69031768380288e-5*x4*x5*x7 + 0.0124953951403738*x4*x5 - 0.000108389185064141*x4*x6**2 - 0.000303608095273745*x4*x6*x7 + 0.0134826858659566*x4*x6 - 0.000100990296320059*x4*x7**2 + 0.00295957319217612*x4*x7 + 0.252759464964679*x4 + 0.000516166906169272*x5**3 - 2.99519832536254e-5*x5**2*x7 - 0.0200777661546748*x5**2 - 5.60096118606655e-5*x5*x6**2 - 0.000270008901446235*x5*x6*x7 + 0.00526233858477806*x5*x6 + 0.000112492974597699*x5*x7**2 + 0.00275234868734247*x5*x7 + 0.455550561533285*x5 - 0.000208899720047578*x6**3 + 9.75609381857396e-5*x6**2*x7 + 0.0162578011956317*x6**2 + 0.000303054090188783*x6*x7**2 + 0.00328746178690427*x6*x7 - 0.556651044996693*x6 - 0.00010995743307045*x7**3 - 0.00573088243056289*x7**2 + 0.15924739394104*x7 + 19.0969961583582\n","5574.97 30.14 0.000156928838467635*x0**3 + 1.06313268772469e-5*x0**2*x1 + 0.000107037916275808*x0**2*x2 - 0.000110964795765734*x0**2*x3 - 5.00153248044764e-5*x0**2*x4 - 5.67501503268418e-5*x0**2*x5 + 5.67544226750595e-5*x0**2*x6 + 0.000258668560560167*x0**2*x7 - 0.0134374192407403*x0**2 + 0.000313277495519161*x0*x1**2 - 0.000100183979060374*x0*x1*x2 - 0.000314364704497776*x0*x1*x3 + 4.94751087929011e-5*x0*x1*x5 + 4.98411243554003e-5*x0*x1*x6 - 5.28895177224083e-5*x0*x1*x7 - 0.00585163666810151*x0*x1 - 0.000260117675412567*x0*x2**2 - 4.95645485979539e-5*x0*x2*x3 - 0.000108513117031905*x0*x2*x4 - 0.000155875276407703*x0*x2*x6 - 5.95600264461478e-5*x0*x2*x7 + 0.0158203876228984*x0*x2 + 9.46342078651409e-5*x0*x3**2 + 5.02485246164325e-5*x0*x3*x4 - 0.000361462665319024*x0*x3*x5 - 8.36179793998669e-6*x0*x3*x6 - 0.000102408888509099*x0*x3*x7 + 0.0166553045718464*x0*x3 + 6.49632939271708e-5*x0*x4*x5 + 5.21586795692731e-5*x0*x4*x6 - 5.53844833799242e-5*x0*x4*x7 + 0.00318848364757715*x0*x4 - 6.7028712010486e-5*x0*x5**2 - 4.61207538113275e-5*x0*x5*x6 + 9.82379788041797e-5*x0*x5*x7 + 0.00788340971252527*x0*x5 + 0.00020458564912745*x0*x6**2 - 4.94797135374621e-5*x0*x6*x7 - 0.00701410586266671*x0*x6 - 0.00454935884935503*x0*x7 + 0.210484866880156*x0 + 0.000100475428477733*x1**2*x2 - 0.000160816048322844*x1**2*x3 - 0.000108211778999021*x1**2*x4 - 0.000205727239932774*x1**2*x6 - 0.000158114232922774*x1**2*x7 + 0.00403272140195253*x1**2 + 0.000257262236843182*x1*x2**2 - 5.47357258116815e-5*x1*x2*x3 + 5.08931437643471e-5*x1*x2*x4 + 5.08112615512021e-5*x1*x2*x5 - 0.000143281977635295*x1*x2*x7 - 0.00970364969949209*x1*x2 - 9.61339641734952e-5*x1*x3**2 - 0.000101637064758863*x1*x3*x4 + 0.000151259234170086*x1*x3*x5 - 5.10725947554608e-5*x1*x3*x6 - 8.22143781290992e-6*x1*x3*x7 + 0.0175958010134229*x1*x3 + 9.61798411995232e-5*x1*x4*x5 - 5.225365323112e-5*x1*x4*x6 + 5.47129976271072e-5*x1*x4*x7 + 0.00293327712643492*x1*x4 + 1.47051553854828e-5*x1*x5**2 + 0.000152432900204547*x1*x5*x6 - 0.000109962127082133*x1*x5*x7 - 0.00894961520306782*x1*x5 - 0.000207826179335607*x1*x6**2 - 0.000109094701121875*x1*x6*x7 + 0.0171158182250415*x1*x6 + 0.000263878008034252*x1*x7**2 + 0.00286966740766399*x1*x7 + 0.0184923505735023*x1 + 0.000259106823068291*x2**3 + 5.30218297113374e-5*x2**2*x4 + 0.000257770290107545*x2**2*x5 + 0.000103684878975195*x2**2*x7 - 0.0233017975520033*x2**2 - 0.000109058171648513*x2*x3**2 + 0.000159430617961127*x2*x3*x4 - 0.000104472929952335*x2*x3*x5 + 5.70095546818364e-5*x2*x3*x6 - 3.93111586317806e-5*x2*x3*x7 + 0.00657062082194848*x2*x3 + 5.36380342637558e-5*x2*x4**2 + 5.75746097844339e-5*x2*x4*x5 - 6.34635616754368e-5*x2*x4*x6 - 6.12036817683359e-5*x2*x4*x7 - 0.00526743308901479*x2*x4 - 6.32311777126367e-5*x2*x5**2 - 0.000151141535299052*x2*x5*x6 - 3.66173543743425e-5*x2*x5*x7 - 0.00476598948475019*x2*x5 - 0.000107180577577321*x2*x6**2 - 0.000192973687024123*x2*x6*x7 + 0.0141259161852653*x2*x6 - 0.000258656247112613*x2*x7**2 + 0.0172250521184244*x2*x7 + 0.340148824400123*x2 + 0.000157588026480387*x3**3 - 5.43748902698971e-5*x3**2*x4 + 0.000164940755581401*x3**2*x5 + 4.82936927731824e-5*x3**2*x6 - 0.000108729487748594*x3**2*x7 - 0.00829204155890649*x3**2 - 5.6645701300192e-5*x3*x4**2 - 1.4324303919408e-5*x3*x4*x5 - 0.000102698521733884*x3*x4*x6 + 6.21725322623119e-5*x3*x4*x7 + 0.00278439145860476*x3*x4 - 8.06277061411776e-5*x3*x5**2 - 5.48451123468702e-5*x3*x5*x6 - 6.62961772989768e-6*x3*x5*x7 + 0.00561368327360822*x3*x5 - 5.1732062579575e-5*x3*x6**2 - 5.39935531954561e-5*x3*x6*x7 + 0.00442589958895731*x3*x6 + 0.000313391846755646*x3*x7**2 - 0.005222328359416*x3*x7 - 0.0993744126636204*x3 + 0.000260980973691939*x4**3 - 0.000106319433344869*x4**2*x5 - 4.75929853569035e-5*x4**2*x6 + 0.000212094491496849*x4**2*x7 - 0.0166633001842054*x4**2 - 0.000352357740965162*x4*x5**2 + 0.000152247110538044*x4*x5*x6 - 3.69031768380288e-5*x4*x5*x7 + 0.0124953951403738*x4*x5 - 0.000108389185064141*x4*x6**2 - 0.000303608095273745*x4*x6*x7 + 0.0134826858659566*x4*x6 - 0.000100990296320059*x4*x7**2 + 0.00295957319217612*x4*x7 + 0.252759464964679*x4 + 0.000516166906169272*x5**3 - 2.99519832536254e-5*x5**2*x7 - 0.0200777661546748*x5**2 - 5.60096118606655e-5*x5*x6**2 - 0.000270008901446235*x5*x6*x7 + 0.00526233858477806*x5*x6 + 0.000112492974597699*x5*x7**2 + 0.00275234868734247*x5*x7 + 0.455550561533285*x5 - 0.000208899720047578*x6**3 + 9.75609381857396e-5*x6**2*x7 + 0.0162578011956317*x6**2 + 0.000303054090188783*x6*x7**2 + 0.00328746178690427*x6*x7 - 0.556651044996693*x6 - 0.00010995743307045*x7**3 - 0.00573088243056289*x7**2 + 0.15924739394104*x7 + 19.0969961583582\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_squared/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     37.925671016504    666.000000000000                      P               1             0.0000        303405.3681           457.7053          1677.8607             1.6679          8000.0000\n","     37.921211639125    666.000000000000                      a               2             1.0000        303370.6931           455.9010          1671.4424             1.6629          8000.0000\n","     37.916828887855    666.000000000000                      c               4             2.0000        303336.6311           455.9444          1674.9236             1.6804          8000.0000\n","     37.915105000966    666.000000000000                      g               8             3.0000        303323.8400           455.9577          1671.1711             1.6880          8000.0000\n","     37.912283899044    666.000000000000                    ca+             103             6.6865        303304.9577           454.1532          1668.9345             1.6744          7378.7769\n","     37.911987313978    666.000000000000                    dc+             122             6.9307        303302.8292           454.2047          1666.1437             1.6751          7475.5244\n","     37.911287399066    666.000000000000                    gc+             125             6.9658        303297.2650           454.1596          1667.5845             1.6755          7488.1118\n","     37.910345209569    666.000000000000                    gf+             152             7.2479        303290.0096           454.1279          1662.4230             1.6842          7579.0396\n","     37.906591036912    666.000000000000                    gg+             161             7.3309        303260.0592           454.2847          1664.6534             1.6978          7602.5713\n","     37.905477990395    666.000000000000                    fP*             178             7.4757        303251.2997           452.0995          1648.1923             1.6679          7640.5283\n","     37.904133171762    666.000000000000                    gP*             179             7.4838        303240.5492           452.5427          1658.9416             1.6805          7642.5361\n","     37.871511401726    666.000000000000                    aa*             182             7.5078        302979.5990           441.9673          1719.0547             1.6579          7648.4287\n","     37.790491660899    666.000000000000                    ba*             183             7.5157        302331.4490           413.1717          1552.4004             1.6209          7650.3496\n","     37.759398338745    666.000000000000                    ca*             184             7.5236        302082.7103           411.8605          1505.2109             1.6836          7652.2500\n","     37.758292966875    666.000000000000                   ca>*            1885            10.8803        302077.2241           411.5155          1501.0419             1.6770          7189.6284\n","     37.757063722397    666.000000000000                   ac>*            1901            10.8925        302067.4023           411.4316          1513.1471             1.6879          7196.4492\n","     37.753148476019    666.000000000000                  bca*+           17292            14.0778        302039.2656           409.9436          1502.0935             1.6834          6800.9106\n","     37.751515649051    666.000000000000                  eca*+           17295            14.0781        302026.2033           409.9202          1499.2122             1.6894          6801.1187\n","     37.751488671805    666.000000000000                  caP+*           19381            14.2424        302026.1517           411.0206          1493.9348             1.6860          6930.1553\n","     37.716880992463    666.000000000000                  cba+*           19471            14.2490        301749.2970           397.5756          1437.8997             1.6553          6934.7949\n","     37.715078753577    666.000000000000                  fba+*           19474            14.2493        301734.8793           394.9360          1568.4538             1.6486          6934.9590\n","     37.706300668189    666.000000000000                  gca+*           19484            14.2500        301664.6553           396.6593          1634.5853             1.6593          6935.5059\n","     37.696546248614    666.000000000000                  gfa+*           19511            14.2520        301586.6220           396.8698          1694.1025             1.6710          6936.9785\n","     37.696110011833    666.000000000000                  cfb+*           19588            14.2577        301583.1378           397.4990          1424.2196             1.6957          6940.4551\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_squared/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   4181.7486816300361        4.1817488802524405     \n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     37.925671016504    666.000000000000                      P               1             0.0000        303405.3681           457.7053          1677.8607             1.6679          8000.0000\n","     37.925022772847   -666.000000000000                     P~              28             4.8074        303404.9895           457.7035          1677.8212             1.6733          1911.7142\n","     37.907915196319    666.000000000000                     aL              74             6.2095        303269.5310           449.8089          1873.3947             1.6367          2280.5540\n","     37.896449940177    666.000000000000                     dL              77             6.2668        303177.8663           449.8312          1810.6535             1.6964          2503.3896\n","     37.890917707659    666.000000000000                     hL              81             6.3398        303133.6815           451.0129          1906.9539             1.6632          2774.8271\n","     37.867883976762    635.073973913922                    aL>             479             8.9039        302951.9757           437.2167          1755.5618             1.6380          2264.9312\n","     37.861531222372    634.016304089475                    eL>             483             8.9159        302901.1657           439.0797          1559.8345             1.6721          2312.4265\n","     37.861493221267    635.705677039294                    hL>             486             8.9248        302900.8706           438.0708          1795.1918             1.6330          2347.5349\n","     37.860610046960    666.000000000000                    eRR             780             9.6073        302894.4877           438.1355          1535.4014             1.6704          2465.2847\n","     37.852448165113    666.000000000000                    hRR             783             9.6129        302829.1982           437.2250          1777.9704             1.6658          2486.4905\n","     37.849613080739    666.000000000000                    hLR             810             9.6618        302806.5664           435.1066          1696.9843             1.6710          2492.5334\n","     37.781002261370    398.232235403365                   ba+R            5367            12.3899        302260.4080           414.0220          1523.9027             1.6632          1602.3339\n","     37.766261925679    399.795085185220                   ca+R            5368            12.3902        302142.4856           413.4036          1484.8204             1.6688          1603.5258\n","     37.765757252632    399.316917805710                   fb+R            5380            12.3934        302138.4514           411.9414          1547.7757             1.6583          1617.0675\n","     37.747488864107    425.847090441277                   ca*L            6421            12.6486        301992.5595           410.6080          1482.8751             1.6985          1676.3658\n","     37.738987617806    344.918927126979                  ca+R>           93577            16.5139        301928.4148           409.9490          1482.0748             1.7094          1184.3719\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","1.0 35.61 1\n","52.15 31.29 50.0379159450531\n","52.15 31.29 50.0390243530273\n","52.5 31.28 15.927865014537*pi\n","52.5 31.28 -15.927990582168*(-pi)\n","59.71 31.21 43.649144111974+(x0/pi)\n","59.71 31.21 43.737393191206+(x7/pi)\n","61.88 31.17 13.6226444244385*log(x0 + x1)\n","61.88 31.13 13.6246528625488*log(x1 + x5)\n","61.89 31.13 13.645483775657*log((x5+x1))\n","62.73 31.12 37.246612116914+((x5+x3)/pi)\n","62.73 31.12 37.277414772034+((x7+x6)/pi)\n","65.63 31.02 12.256074938940*log((x6+(x5+x0)))\n","4380.3 31.01 (0.0178693798663688*x0**3 - 0.00947101382760034*x0**2*x3 + 0.0278678624327469*x0**2*x7 - 1.47767767377838*x0**2 + 0.0292748444509015*x0*x1**2 - 0.0092180708112341*x0*x1*x2 - 0.0296144260922895*x0*x1*x3 - 0.390058533906465*x0*x1 - 0.0248331847956005*x0*x2**2 - 0.0123273540925024*x0*x2*x4 - 0.0178028911089595*x0*x2*x6 + 1.7953601872367*x0*x2 - 0.037031601378421*x0*x3*x5 - 0.0114421037541035*x0*x3*x7 + 1.68685845948389*x0*x3 + 0.0121516825873391*x0*x4*x5 + 0.196299087633038*x0*x4 + 0.0101437060908298*x0*x5*x7 + 0.804024949273126*x0*x5 + 0.0167633955324321*x0*x6**2 - 0.346082283951307*x0*x6 - 0.362403486199387*x0*x7 + 5.73291203160058*x0 + 0.00983580286679551*x1**2*x2 - 0.0168317851318981*x1**2*x3 - 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948.515970252343)**0.5\n","4419.96 30.79 (0.0178693798663688*x0**3 - 0.00947101382760034*x0**2*x3 + 0.0278678624327469*x0**2*x7 - 1.47767767377838*x0**2 + 0.0292748444509015*x0*x1**2 - 0.0092180708112341*x0*x1*x2 - 0.0296144260922895*x0*x1*x3 - 0.390058533906465*x0*x1 - 0.0248331847956005*x0*x2**2 - 0.0123273540925024*x0*x2*x4 - 0.0178028911089595*x0*x2*x6 + 1.7953601872367*x0*x2 - 0.037031601378421*x0*x3*x5 - 0.0114421037541035*x0*x3*x7 + 1.68685845948389*x0*x3 + 0.0121516825873391*x0*x4*x5 + 0.196299087633038*x0*x4 + 0.0101437060908298*x0*x5*x7 + 0.804024949273126*x0*x5 + 0.0167633955324321*x0*x6**2 - 0.346082283951307*x0*x6 - 0.362403486199387*x0*x7 + 5.73291203160058*x0 + 0.00983580286679551*x1**2*x2 - 0.0168317851318981*x1**2*x3 - 0.0110881141497793*x1**2*x4 - 0.0180600522720066*x1**2*x6 - 0.0165205118131514*x1**2*x7 + 0.44826504795984*x1**2 + 0.0289117566766196*x1*x2**2 - 0.0116558982684057*x1*x2*x7 - 1.11615196311833*x1*x2 - 0.012188996222012*x1*x3**2 + 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0.0184923505735023*x1 + 0.000259106823068291*x2**3 + 5.30218297113374e-5*x2**2*x4 + 0.000257770290107545*x2**2*x5 + 0.000103684878975195*x2**2*x7 - 0.0233017975520033*x2**2 - 0.000109058171648513*x2*x3**2 + 0.000159430617961127*x2*x3*x4 - 0.000104472929952335*x2*x3*x5 + 5.70095546818364e-5*x2*x3*x6 - 3.93111586317806e-5*x2*x3*x7 + 0.00657062082194848*x2*x3 + 5.36380342637558e-5*x2*x4**2 + 5.75746097844339e-5*x2*x4*x5 - 6.34635616754368e-5*x2*x4*x6 - 6.12036817683359e-5*x2*x4*x7 - 0.00526743308901479*x2*x4 - 6.32311777126367e-5*x2*x5**2 - 0.000151141535299052*x2*x5*x6 - 3.66173543743425e-5*x2*x5*x7 - 0.00476598948475019*x2*x5 - 0.000107180577577321*x2*x6**2 - 0.000192973687024123*x2*x6*x7 + 0.0141259161852653*x2*x6 - 0.000258656247112613*x2*x7**2 + 0.0172250521184244*x2*x7 + 0.340148824400123*x2 + 0.000157588026480387*x3**3 - 5.43748902698971e-5*x3**2*x4 + 0.000164940755581401*x3**2*x5 + 4.82936927731824e-5*x3**2*x6 - 0.000108729487748594*x3**2*x7 - 0.00829204155890649*x3**2 - 5.6645701300192e-5*x3*x4**2 - 1.4324303919408e-5*x3*x4*x5 - 0.000102698521733884*x3*x4*x6 + 6.21725322623119e-5*x3*x4*x7 + 0.00278439145860476*x3*x4 - 8.06277061411776e-5*x3*x5**2 - 5.48451123468702e-5*x3*x5*x6 - 6.62961772989768e-6*x3*x5*x7 + 0.00561368327360822*x3*x5 - 5.1732062579575e-5*x3*x6**2 - 5.39935531954561e-5*x3*x6*x7 + 0.00442589958895731*x3*x6 + 0.000313391846755646*x3*x7**2 - 0.005222328359416*x3*x7 - 0.0993744126636204*x3 + 0.000260980973691939*x4**3 - 0.000106319433344869*x4**2*x5 - 4.75929853569035e-5*x4**2*x6 + 0.000212094491496849*x4**2*x7 - 0.0166633001842054*x4**2 - 0.000352357740965162*x4*x5**2 + 0.000152247110538044*x4*x5*x6 - 3.69031768380288e-5*x4*x5*x7 + 0.0124953951403738*x4*x5 - 0.000108389185064141*x4*x6**2 - 0.000303608095273745*x4*x6*x7 + 0.0134826858659566*x4*x6 - 0.000100990296320059*x4*x7**2 + 0.00295957319217612*x4*x7 + 0.252759464964679*x4 + 0.000516166906169272*x5**3 - 2.99519832536254e-5*x5**2*x7 - 0.0200777661546748*x5**2 - 5.60096118606655e-5*x5*x6**2 - 0.000270008901446235*x5*x6*x7 + 0.00526233858477806*x5*x6 + 0.000112492974597699*x5*x7**2 + 0.00275234868734247*x5*x7 + 0.455550561533285*x5 - 0.000208899720047578*x6**3 + 9.75609381857396e-5*x6**2*x7 + 0.0162578011956317*x6**2 + 0.000303054090188783*x6*x7**2 + 0.00328746178690427*x6*x7 - 0.556651044996693*x6 - 0.00010995743307045*x7**3 - 0.00573088243056289*x7**2 + 0.15924739394104*x7 + 19.0969961583582\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_atan/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     20.000017183731     -1.590778220428                      P               1             0.0000        160000.1375             0.0019             0.0086             1.6392          8000.0000\n","     20.000017183730      2.550814520585                     PC              64             6.0000        160006.1375             0.0019             0.0086             1.6392          1014.5000\n","     20.000017183729     -8.318790429798                    PP*             172             7.4263        160007.5637             0.0019             0.0086             1.6392           569.0000\n","     19.984345463591      0.552432454451                    a\\C             929             9.8595        159884.6232             0.0019             0.0083             1.6531           822.4080\n","     19.975630716523      0.552416169062                    h\\C             936             9.8704        159814.9161             0.0019             0.0093             1.6510           876.0865\n","     19.975630716523      1.552416169062                   h\\C<           11142            13.4437        159818.4895             0.0019             0.0093             1.6510           536.8939\n","     19.944374142643      0.551649973042                   a\\CR           13322            13.7015        159568.6947             0.0018             0.0084             1.6100           622.4841\n","     19.942553724688      0.551629371100                   c\\CR           13324            13.7017        159554.1315             0.0018             0.0086             1.6329           623.5915\n","     19.928184258678      1.553707412792                  ba~*\\           64011            15.9660        159441.4401             0.0018             0.0073             1.6314           433.6094\n","     19.914234025053      1.553723146305                  ca~*\\           64012            15.9661        159329.8383             0.0018             0.0078             1.6366           433.7276\n","     19.911517736104      1.553701335535                  da~*\\           64013            15.9661        159308.1080             0.0018             0.0096             1.6750           433.8458\n","     19.898424453480      1.553696797611                  fa~*\\           64015            15.9661        159203.3618             0.0018             0.0083             1.6488           434.0822\n","     19.887464795318      1.553723578444                  fb~*\\           64024            15.9663        159115.6847             0.0018             0.0078             1.6528           434.9319\n","     19.885645698671      0.553714967986                 ffb\\+/          337435            18.3643        159103.5298             0.0018             0.0078             1.6517           489.2725\n","     19.885645698671      0.553714967986                 bbf\\+/          337719            18.3655        159103.5311             0.0018             0.0078             1.6517           489.4929\n","     19.880338271630      1.553569620562                 ca~<*\\          998590            19.9295        159062.6357             0.0018             0.0078             1.6678           375.2583\n","     19.864003244371      1.553576258584                 fb~<*\\          998602            19.9296        158931.9555             0.0018             0.0075             1.6621           375.3362\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_atan/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   1.5553335879501473        1.5553336618245287E-003\n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     20.000017183731      0.493639579803                      P               1             0.0000        160000.1375             0.0019             0.0086             1.6392          8000.0000\n","     19.999351876731     -0.493639629931                     P~              28             4.8074        159999.6224             0.0019             0.0086             1.6448          1156.5714\n","     19.999351876731   -666.000000000000                     PS              55             5.7814        160000.5964             0.0019             0.0086             1.6448          1032.2909\n","     19.999351876725     -0.724140798747                    P~>             433             8.7582        160003.5732             0.0019             0.0086             1.6448           455.9815\n","     19.958002409700      0.776048418369                   a\\C>           10406            13.3451        159677.3644             0.0018             0.0084             1.6063           331.6535\n","     19.947658478248      0.776025356622                   d\\C>           10409            13.3455        159594.6134             0.0018             0.0090             1.6739           333.8636\n","     19.942276946003      0.374595030030                  Pg\\C+           32797            15.0013        159553.2168             0.0018             0.0079             1.6406           341.4401\n","     19.940872587581      1.551351867136                  ba+\\C          110748            16.7569        159543.7376             0.0018             0.0082             1.6020           270.0964\n","     19.927058524049      1.551362361632                  ca+\\C          110749            16.7569        159433.2251             0.0018             0.0082             1.6409           270.1662\n","     19.919798592096      1.551355472441                  fa+\\C          110752            16.7570        159375.1457             0.0018             0.0080             1.6553           270.3756\n","     19.858642722228      0.494105209565                 Pba*\\-          423334            18.6914        158887.8332             0.0017             0.0076             1.6435           277.8719\n","     19.848746822665      0.494111636278                 Pca*\\-          423343            18.6915        158808.6660             0.0017             0.0079             1.6534           277.8852\n","     19.847176083050     -0.494111893169                 ca*\\P-         1753267            20.7416        158798.1503             0.0017             0.0079             1.6633           203.5752\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 30.63 tan(-666.000000000000*sin(pi))\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_cos/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     28.995239182054     -3.174427807483                      P               1             0.0000        231961.9135             0.7087             1.0328             1.3516          8000.0000\n","     28.992717641244     -0.090443532137                     a\\              38             5.2479        231946.9891             0.7087             1.0569             1.3667          1315.3684\n","     28.990210610190     -0.086264074802                     d\\              41             5.3576        231927.0424             0.7085             1.0523             1.3718          1804.4878\n","     28.978500031950      0.016171318037                     bS              57             5.8329        231833.8331             0.9998             2.0153             1.8774          3543.5789\n","     28.962513439458      0.001489315404                     aC              65             6.0224        231706.1299             0.9862             2.0013             1.8808          4092.0615\n","     28.938011055379     -0.005304884261                    fEC             979             9.9352        231514.0236             0.9936             2.0051             1.9314          4472.7510\n","     28.933954869449      0.000614243377                   fERC           14668            13.8404        231485.4793             0.9799             1.9991             1.9369          3876.7178\n","     28.927143542322     -0.009541266898                  aP~/S           71291            16.1214        231433.2698             0.9781             2.0080             1.8887          2524.4500\n","     28.925367294794     -0.001538986422                  aP/>C          110009            16.7473        231419.6856             0.9763             2.0006             1.9003          3031.7141\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_cos/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","  0.99999999936118522        1.0000000468586366E-003\n","           4  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     28.996479024050     -0.010267575666                      P               1             0.0000        231855.8463             0.7087             1.0323             1.3467          7996.0000\n","     28.992674282044     -0.001462591273                      c               4             2.0000        231827.4236             0.7086             1.0436             1.3754          7996.0000\n","     28.991747033885     -0.001570021754                      d               5             2.3219        231820.3312             0.7085             1.0462             1.3703          7996.0000\n","     28.991743553159     -0.001494345492                     d>              14             3.8074        231821.7888             0.7086             1.0455             1.3711          7996.0000\n","     28.991017219500      0.001560533767                     d~              32             5.0000        231817.1737             0.7085             1.0460             1.3768          7996.0000\n","     28.988482268407     -0.000070714296                    dd*             212             7.7279        231799.6321             0.7085             1.0619             1.3826          7694.3301\n","     28.987890551767     -0.033268660119                    aS>             461             8.8486        231796.0215             0.7084             1.0662             1.3874          7701.1865\n","     28.985217541921      0.064684597185                    fEC             979             9.9352        231775.7346             0.7091             1.0646             1.3790          7324.1704\n","     28.984892262431     -0.065370842259                   fEC~           11914            13.5404        231776.7389             0.7091             1.0653             1.3804          7019.4360\n","     28.984869114225      0.001827596519                  bdd+-           22647            14.4670        231777.4805             0.7088             1.0832             1.4003          7009.7544\n","     28.984046474205     -0.000256861578                  gdRE+           34316            15.0666        231771.5022             0.7086             1.0648             1.4113          7119.4741\n","     28.983897032655      0.002934322339                  cfEC*           39757            15.2789        231770.5196             0.7090             1.0833             1.3901          7099.0581\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 30.63 tan(-666.000000000000*sin(pi))\n","45.09 30.52 acos(-0.001462591273*x2)\n","45.12 30.31 acos(0.001489315404+cos(x0))\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_exp/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_exp/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   1.2141680287298585E+028   1.2141680863997453E+025\n","        7631  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","    104.962548178568      0.053571938889                 aEPC>/         2327456            21.1503         38752.3306**************************************             8.6233             1.0939\n","    104.840793964678      0.018709145955                 eEPC>/         2327460            21.1503         38707.4033**************************************             7.3552             1.0943\n","    104.748085975929      0.039248989672                 fEPC>/         2327461            21.1503         38673.1941**************************************             8.7416             1.0945\n","    103.905421359364     41.581229060650                 PEPE+E         2597914            21.3089         38362.4094**************************************             6.6270             1.0918\n","    103.717068016012    666.000000000000                aP>E+ER        21263888            24.3419         38295.9400**************************************             7.4182             1.0825\n","    103.621378925911      0.000064119004                Pg\\<-EE        22216996            24.4052         38260.6940**************************************             6.8343             1.0811\n","    103.621378925911      0.000064119004                Pg\\->EE        27164719            24.6952         38260.9841**************************************             6.8343             1.0859\n","    103.561681591751      2.642775352563                PEfRR*E        43706710            25.3814         38239.6419**************************************             7.5794             1.0983\n","    103.428912975562    607.557678475755                fERPC>/        54463678            25.6988         38190.9677**************************************             7.3565             1.0928\n","    101.552142344480      0.000021748345               ePE+EhC/       461033061            28.7803         37501.5208**************************************             8.2336             1.0918\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 30.63 tan(-666.000000000000*sin(pi))\n","45.09 30.52 acos(-0.001462591273*x2)\n","45.12 30.31 acos(0.001489315404+cos(x0))\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_inverse/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     19.999934507217     -3.121608432528                      P               1             0.0000        159999.4761             0.0019             0.0086             1.6448          8000.0000\n","     19.999934507207     -4.121608432528                     P>              10             3.3219        160002.7980             0.0019             0.0086             1.6448          1607.2000\n","     19.999934507204    -23.120710347319                     PE              82             6.3576        160005.8336             0.0019             0.0086             1.6448           990.2439\n","     19.998505884073      0.019982318627                    aE\\             731             9.5137        159997.5608             0.0019             0.0086             1.6429           746.6156\n","     19.998366468745      0.019981979131                    dE\\             734             9.5196        159996.4514             0.0019             0.0086             1.6444           776.2616\n","     19.998015598541      0.019982728453                    gE\\             737             9.5255        159993.6503             0.0019             0.0086             1.6447           805.6662\n","     19.995605715250      0.019977370991                   PaE/            3988            11.9614        159976.8072             0.0019             0.0086             1.6519           426.0256\n","     19.988950674140      0.019969826360                   aaE/            3989            11.9618        159923.5672             0.0019             0.0086             1.6521           427.9243\n","     19.988674444397      0.019949731815                   caE/            3991            11.9625        159921.3581             0.0019             0.0086             1.6397           431.7189\n","     19.988300237702      0.019954321896                   faE/            3994            11.9636        159918.3655             0.0019             0.0086             1.6405           437.4036\n","     19.988121966834      0.019950107237                   gaE/            3995            11.9640        159916.9397             0.0019             0.0086             1.6377           439.2966\n","     19.986657388464      0.019943151145                   acE/            4007            11.9683        159905.2274             0.0019             0.0085             1.6440           461.9391\n","     19.984127634374      0.019948609989                   afE/            4034            11.9780        159884.9991             0.0019             0.0083             1.6439           512.3922\n","     19.984054918918      0.019955425343                   chE/            4054            11.9851        159884.4245             0.0019             0.0086             1.6557           549.3315\n","     19.928075531472      0.017091012068                   ba*\\            5124            12.3231        159436.9273             0.0018             0.0073             1.6352           547.1100\n","     19.915130929200      0.017075730571                   ca*\\            5125            12.3233        159333.3708             0.0018             0.0078             1.6336           548.5643\n","     19.911816691600      0.017097565633                   da*\\            5126            12.3236        159306.8572             0.0018             0.0096             1.6757           550.0179\n","     19.899156615825      0.017101309221                   fa*\\            5128            12.3242        159205.5771             0.0018             0.0083             1.6478           552.9236\n","     19.887838728167      0.017075162816                   fb*\\            5137            12.3267        159115.0365             0.0018             0.0079             1.6532           563.3051\n","     19.880732581007      0.017229262967                  ca>*\\           63850            15.9624        159061.8230             0.0018             0.0078             1.6683           441.4015\n","     19.864355076920      0.017222276447                  fb>*\\           63862            15.9627        158930.8033             0.0018             0.0075             1.6634           442.6074\n","     19.860683657321      0.017252757608                 bca*+\\          502077            18.9375        158904.4068             0.0017             0.0078             1.6513           439.1338\n","     19.855112736248      0.017245016758                 eca*+\\          502080            18.9376        158859.8394             0.0017             0.0077             1.6750           439.1790\n","     19.851708946906      0.017253221896                 hfa*+\\          502110            18.9376        158832.6092             0.0017             0.0076             1.6617           439.6307\n","     19.844153132868      0.017238326795                 afb*+\\          502184            18.9379        158772.1629             0.0017             0.0075             1.6504           440.5111\n","     19.839299335383      0.017235881057                 cfb*+\\          502186            18.9379        158733.3325             0.0017             0.0075             1.6654           440.5412\n","     19.838386649886      0.017482373755                 fbP+*\\          504178            18.9436        158726.0368             0.0017             0.0077             1.6698           446.4095\n","     19.833248823749      0.018562707757                 cfa+*\\          504292            18.9439        158684.9345             0.0017             0.0075             1.6356           447.9513\n","     19.827751457155      0.018585229348                 fgb+*\\          504385            18.9442        158640.9558             0.0017             0.0077             1.6269           449.2981\n","     19.826928101716      0.018572405312                 gfc+*\\          504458            18.9444        158634.3692             0.0017             0.0075             1.6355           450.3461\n","     19.824941730889      0.018560800893                 fgc+*\\          504466            18.9444        158618.4782             0.0017             0.0076             1.6294           450.4659\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_inverse/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   2.8573467272666984E-002   2.8573468629833855E-005\n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     19.999934507212      0.006361202782                      P               1             0.0000        159999.4761             0.0019             0.0086             1.6448          8000.0000\n","     19.999934507212      0.062782558468                     P\\              37             5.2095        160004.6855             0.0019             0.0086             1.6448          1192.6487\n","     19.941986630229      0.018933227436                    a\\>             443             8.7912        159544.6842             0.0018             0.0084             1.6435           583.0948\n","     19.941592850803      0.018901013127                    a\\E            1091            10.0914        159542.8342             0.0018             0.0084             1.6317          1002.2429\n","     19.939820343506      0.018864949090                   aa</            3422            11.7406        159530.3034             0.0018             0.0084             1.6324           595.4529\n","     19.939820343506      0.018864949090                   a<\\>           10145            13.3085        159531.8712             0.0018             0.0084             1.6324           528.5031\n","     19.929083176983      0.016244483055                   cR\\>           10174            13.3126        159445.9780             0.0018             0.0085             1.6357           543.6108\n","     19.926479497697      0.014880072851                   hL\\>           10206            13.3171        159425.1531             0.0018             0.0090             1.6408           553.7191\n","     19.884623526377      0.073354033805                  ba+L\\          103296            16.6564        159093.6446             0.0017             0.0070             1.6340           511.2363\n","     19.863030331073      0.073268337142                  ca+L\\          103297            16.6564        158920.8991             0.0017             0.0075             1.6567           511.3088\n","     19.846059131296      0.073283431512                  fb+L\\          103309            16.6566        158785.1297             0.0017             0.0076             1.6711           512.0635\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_log/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     25.641309761304      0.771207264663                      P               1             0.0000        205130.4781             0.0922             0.3575             1.6419          8000.0000\n","     25.641309761304    -19.227894650128                     PE              82             6.3576        205136.8356             0.0922             0.3575             1.6419          1796.2927\n","     25.583263169255      3.968530126381                    a\\~             605             9.2408        204675.3461             0.0885             0.3504             1.6319          1082.6611\n","     25.582374652942      3.980507023216                   Pc-\\            5221            12.3501        204671.3473             0.0881             0.3608             1.6184          1056.9731\n","     25.578658627886      3.981439676261                   Ph-\\            5266            12.3625        204641.6315             0.0880             0.3769             1.6213          1056.3466\n","     25.577061308119      3.971990253363                   a<\\~           11603            13.5022        204629.9927             0.0883             0.3497             1.6511          1156.9828\n","     25.576739047084      4.144447353945                   aR\\~           11630            13.5056        204627.4179             0.0880             0.3393             1.6297          1167.3794\n","     25.573758783949      4.143621609530                   eR\\~           11634            13.5061        204603.5763             0.0882             0.3809             1.6519          1169.7286\n","     25.573536111477      4.144510754299                   hR\\~           11637            13.5064        204601.7953             0.0881             0.3827             1.6221          1171.4895\n","     25.573489224124      2.602861292417                   eLRR           13200            13.6883        204601.6020             0.0880             0.3793             1.6482          1354.5096\n","     25.570113686170      2.604058517512                   hLRR           13203            13.6886        204574.5981             0.0879             0.3815             1.6245          1356.0197\n","     25.569188531070      3.011228180906                  hh>>/           47880            15.5471        204569.0554             0.0878             0.3773             1.6399           806.5923\n","     25.514356999386      1.996148537591                  ba+LR          106212            16.6966        204131.5526             0.0840             0.2941             1.6226           989.7435\n","     25.488143424221      1.997621741714                  ca+LR          106213            16.6966        203921.8440             0.0841             0.3156             1.6627           989.8095\n","     25.484240096337      1.997250030633                  fb+LR          106225            16.6968        203890.6175             0.0834             0.3231             1.6507           990.5280\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_log/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   4.1692423914622729        4.1692425894906604E-003\n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     25.641309761304      1.245482889808                      P               1             0.0000        205130.4781             0.0922             0.3575             1.6419          8000.0000\n","     25.640650131055     -1.245485399200                     P~              28             4.8074        205130.0084             0.0922             0.3575             1.6474          1184.8572\n","     25.640650131055   -666.000000000000                     PS              55             5.7814        205130.9824             0.0922             0.3575             1.6474          1062.1091\n","     25.640650131055     -2.207565422774                    PR~             613             9.2597        205134.4608             0.0922             0.3575             1.6474           728.5987\n","     25.640650131055     -0.000000342069                    PS\\             703             9.4574        205134.6584             0.0922             0.3575             1.6474           754.6373\n","     25.640650131055   -666.000000000000                    PSS             865             9.7566        205134.9576             0.0922             0.3575             1.6474           762.7503\n","     25.626028990959      3.919114646954                    a\\C             929             9.8595        205018.0915             0.0911             0.3554             1.6342           780.9290\n","     25.624300786709      3.919009381651                    d\\C             932             9.8642        205004.2705             0.0910             0.3588             1.6406           804.1663\n","     25.622648268750      3.918450339935                    e\\C             933             9.8657        204991.0519             0.0910             0.3595             1.6478           811.8789\n","     25.619971408580      3.918788352129                    g\\C             935             9.8688        204969.6401             0.0911             0.3485             1.6461           827.2545\n","     25.584596899992      1.267728598177                   Pa\\-            2854            11.4788        204688.2540             0.0880             0.3479             1.6038           510.1857\n","     25.584135101375      1.267495746166                   Pf\\-            2899            11.5013        204684.5822             0.0875             0.3457             1.6046           516.7402\n","     25.581928586636      1.267666446088                   Ph\\-            2917            11.5103        204666.9390             0.0880             0.3731             1.6225           519.3055\n","     25.581903366186     -1.267666806746                   h\\P-            8469            13.0480        204668.2749             0.0880             0.3731             1.6227           396.4029\n","     25.579832623641     -2.011032482340                   d\\<<           10733            13.3898        204652.0508             0.0880             0.3751             1.6414           463.1711\n","     25.579487174667      4.021481820919                   dR\\C           14549            13.8286        204649.7260             0.0880             0.3748             1.6410           650.7033\n","     25.579154180601      1.269149646562                  Ph<\\-           43579            15.4113        204648.6448             0.0879             0.3753             1.6127           395.3529\n","     25.577258555616      1.876087837883                  Pd\\E-           47350            15.5311        204633.5995             0.0880             0.3750             1.6532           387.5518\n","     25.573867975495      2.008224321231                  cc>/>           56578            15.7880        204606.7318             0.0880             0.3607             1.6382           365.2740\n","     25.540665591987     -4.017111894446                  ba+\\<           96168            16.5533        204341.8780             0.0848             0.3214             1.5897           356.9164\n","     25.517983017824     -4.018245488624                  ca+\\<           96169            16.5533        204160.4174             0.0848             0.3294             1.6321           356.9959\n","     25.516454033397     -4.018383003025                  ea+\\<           96171            16.5533        204148.1856             0.0848             0.3438             1.6515           357.1548\n","     25.516207777406     -4.016459158314                  gf+\\<           96218            16.5540        204146.2162             0.0843             0.3255             1.6224           360.8882\n","     25.515789626612     -4.021224297333                 ca<+\\<         1288651            20.2974        204146.6144             0.0846             0.3292             1.6245           298.7658\n","     25.513626422502     -4.021058641232                 ea<+\\<         1288653            20.2974        204129.3088             0.0845             0.3428             1.6488           298.7778\n","     25.510054880833     -4.019539890522                 gf<+\\<         1288700            20.2975        204100.7365             0.0840             0.3259             1.6350           299.0586\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_sin/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     28.979364301359     -3.151816186618                      P               1             0.0000        231834.9144             0.7059             1.0102             1.3716          8000.0000\n","     28.978821919045     -0.066251225252                     a\\              38             5.2479        231835.8233             0.7063             1.0324             1.3736          1317.8948\n","     28.978440250227     -0.065856843969                     c\\              40             5.3219        231832.8439             0.7059             1.0329             1.3700          1652.0000\n","     28.976650716925     -0.066489360570                     d\\              41             5.3576        231818.5633             0.7065             1.0324             1.3849          1806.8292\n","     28.975625612556     -2.959046101428                     hL              81             6.3398        231811.3448             0.7702             1.6421             1.4644          4865.1851\n","     28.964545233658     -0.182073471362                    Pe/             379             8.5661        231724.9279             0.7068             1.1246             1.4084          2129.3879\n","     28.956652854498      2.946143499470                    eL~             645             9.3332        231662.5560             0.7639             1.6348             1.4550          3466.2729\n","     28.954823522042     -0.184478974457                    eLS             888             9.7944        231648.3826             0.7573             1.5514             1.4574          4106.3413\n","     28.950382994939     -0.011474818261                    dES             896             9.8074        231612.8713             0.9922             2.0105             1.9111          4141.1060\n","     28.947115731722     -1.294888116129                   PEe/            9640            13.2348        231590.1607             0.8085             2.0079             1.5647          2931.9912\n","     28.940279238504     -0.008473485309                   dERS           13937            13.7666        231536.0005             0.9751             2.0081             1.8670          3691.0981\n","     28.932727828447     -0.003791252207                  gb>*S           69695            16.0888        231477.9114             0.9785             2.0026             1.8890          2396.4463\n","     28.927076205377     -0.007023219445                  hbR-S           70749            16.1104        231432.7201             0.9825             2.0059             1.9426          2479.9265\n","     28.926578341660      0.001931046903                  gg*C~          100196            16.6125        231429.2392             0.9855             2.0019             1.9186          2822.6838\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_sin/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","  0.99999999992595467        1.0000000474234059E-003\n","           4  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     28.978736626661     -0.003193974912                      P               1             0.0000        231713.9781             0.7058             1.0100             1.3754          7996.0000\n","     28.978133307797     -0.000466817933                      a               2             1.0000        231710.1539             0.7059             1.0138             1.3763          7996.0000\n","     28.977949092237     -0.000536271717                      d               5             2.3219        231710.0029             0.7059             1.0156             1.3813          7996.0000\n","     28.977434849107     -0.000468878265                      f               7             2.8074        231706.3764             0.7058             1.0139             1.3828          7996.0000\n","     28.977341163567     -0.000500517505                     f<              25             4.6439        231707.4638             0.7058             1.0143             1.3838          7996.0000\n","     28.977295943641      0.000467132364                     f~              34             5.0875        231707.5458             0.7058             1.0138             1.3840          7996.0000\n","     28.977274004575     -0.012327096555                     bS              57             5.8329        231708.1158             0.7059             1.0123             1.3838          7996.0000\n","     28.975075181626      0.041332704821                     dS              59             5.8826        231690.5838             0.7062             1.0413             1.3930          7996.0000\n","     28.974926876411     -0.024900379879                     eC              69             6.1085        231689.6238             0.7059             1.0249             1.3909          7996.0000\n","     28.969880693833     -0.047000258575                     fC              70             6.1293        231649.2953             0.7062             1.0470             1.4012          7996.0000\n","     28.969202191554     -0.006353986368                    ed-             294             8.1997        231645.9404             0.7063             1.1196             1.3937          7642.5000\n","     28.965753811452     -0.052087032293                    fCS             880             9.7814        231619.9488             0.7061             1.0438             1.4313          7238.2578\n","     28.965358861766     -0.002298613469                   cfC*            2416            11.2384        231618.2479             0.7063             1.0663             1.4289          7253.4414\n","     28.964590019206      0.004116817386                  fe>>-           41290            15.3335        231616.1953             0.7064             1.0850             1.4212          7026.9956\n","     28.964183451912     -0.004120056695                  ef<<-           42108            15.3618        231612.9727             0.7064             1.0851             1.4251          7028.7329\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_sqrt/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     27.462173230139      3.932222715267                      P               1             0.0000        219697.3858             0.3238             1.1579             1.6433          8000.0000\n","     27.462173230139     10.215408197292                     P~              28             4.8074        219702.1932             0.3238             1.1579             1.6433          1174.5714\n","     27.462173230139    -16.066879199524                     PE              82             6.3576        219703.7434             0.3238             1.1579             1.6433          2651.2195\n","     27.446248713912      7.127081470111                    a\\~             605             9.2408        219579.2305             0.3188             1.1465             1.6255          1557.9009\n","     27.445023402044      7.126735972879                    b\\~             606             9.2432        219569.4304             0.3190             1.1291             1.6369          1568.5314\n","     27.443197262176      7.127571338405                    d\\~             608             9.2479        219554.8260             0.3188             1.1638             1.6322          1589.6875\n","     27.442593102410      7.125634073540                    e\\~             609             9.2503        219549.9951             0.3188             1.1667             1.6391          1600.2135\n","     27.441699823078      7.127021429701                    f\\~             610             9.2527        219542.8513             0.3184             1.1261             1.6241          1610.7050\n","     27.434735772937      7.126527279538                    g\\~             611             9.2550        219487.1412             0.3188             1.1231             1.6600          1621.1620\n","     27.417558683106      4.974282903540                    aRR             776             9.5999        219350.0694             0.3121             1.1127             1.6052          2085.4858\n","     27.416666919009      4.974961080556                    bRR             777             9.6018        219342.9371             0.3144             1.0816             1.6477          2093.0979\n","     27.411505931257      4.972212122960                    fRR             781             9.6092        219301.6566             0.3097             1.2430             1.6217          2123.3508\n","     27.408970274524      4.974988866647                    gRR             782             9.6110        219281.3732             0.3136             1.1299             1.6326          2130.8657\n","     27.392584174814      4.977190949936                    hRR             783             9.6129        219150.2863             0.3128             1.2617             1.6574          2138.3613\n","     27.385510366289      5.599374765021                    hRL            1026            10.0028        219094.0857             0.3120             1.2607             1.6714          2381.1501\n","     27.351611692921      3.400504947744                   ba+L            6339            12.6300        218825.5236             0.2981             1.0258             1.6237          1384.9110\n","     27.330962918970      3.405245100790                   ca+L            6340            12.6303        218660.3336             0.2984             1.0682             1.6492          1385.9545\n","     27.314017569131      3.404236085377                   fb+L            6352            12.6330        218524.7735             0.2959             1.0555             1.6547          1397.8350\n","     27.311988589509      3.396663594832                   fd+L            6370            12.6371        218508.5458             0.2939             1.0816             1.6624          1414.3314\n","     27.311529459482      3.378662099822                  fb>+L           74797            16.1907        218508.4264             0.2947             1.0551             1.6478          1262.1801\n","     27.300863443762      4.566501103672                  ba+RR          105240            16.6833        218423.5909             0.2904             0.9882             1.6482          1336.4287\n","     27.281990432369      4.570463508081                  ca+RR          105241            16.6833        218272.6068             0.2903             1.0425             1.6654          1336.4921\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_sqrt/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   8.0415447332002596        8.0415451151531394E-003\n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     27.462173230139      2.251665330115                      P               1             0.0000        219697.3858             0.3238             1.1579             1.6433          8000.0000\n","     27.461516443549     -2.251674205621                     P~              28             4.8074        219696.9389             0.3238             1.1580             1.6489          1200.8572\n","     27.408469667539     -7.487152306194                    a\\<             524             9.0334        219276.7908             0.3102             1.1046             1.6071           720.3359\n","     27.407905257355     -7.488232288244                    c\\<             526             9.0389        219272.2810             0.3110             1.1852             1.6182           748.0152\n","     27.407367361234     -7.481560188574                    d\\<             527             9.0417        219267.9805             0.3098             1.2252             1.6274           761.7761\n","     27.397475418342     -7.482934991327                    e\\<             528             9.0444        219188.8477             0.3107             1.2449             1.6698           775.4849\n","     27.395311512453      7.518615830198                   hL\\C           14580            13.8317        219176.3238             0.3084             1.2281             1.6250           790.3088\n","     27.390593635210      1.456128553488                  PeLR+           31645            14.9497        219139.6988             0.3098             1.2412             1.6682           554.2242\n","     27.390533331862      1.456838967421                  PhLR+           31672            14.9509        219139.2176             0.3093             1.2484             1.6360           554.5607\n","     27.388990236533      2.528382700104                  PhL\\-           44065            15.4273        219127.3492             0.3081             1.2258             1.6437           476.9204\n","     27.384570271660     -7.262503529975                  fa+\\<           96172            16.5533        219093.1155             0.3070             1.0753             1.6485           434.3720\n","     27.381507961629     -7.259681441970                  hf+\\<           96219            16.5540        219068.6177             0.3070             1.1258             1.6559           438.0676\n","     27.344192959374      3.692215347916                  ba+LR          106212            16.6966        218770.2403             0.2970             1.0128             1.6316           450.2578\n","     27.324011175623      3.694316727434                  ca+LR          106213            16.6966        218608.7860             0.2973             1.0623             1.6474           450.3288\n","     27.306646403796      3.693979395673                  fb+LR          106225            16.6968        218469.8680             0.2948             1.0579             1.6682           451.1082\n","     27.296583393514     -7.708316474310                 Pca+/<          486766            18.8929        218391.5600             0.2923             1.0589             1.6522           443.7283\n","     27.296275371401      1.730209885344                 fdc++L          548179            19.0643        218389.2673             0.2946             1.2004             1.6570           432.1827\n","     27.294705327967      1.729567388703                 gfd++L          548279            19.0646        218376.7072             0.2948             1.1332             1.6917           433.1231\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_squared/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     37.925671016504    666.000000000000                      P               1             0.0000        303405.3681           457.7053          1677.8607             1.6679          8000.0000\n","     37.921211639125    666.000000000000                      a               2             1.0000        303370.6931           455.9010          1671.4424             1.6629          8000.0000\n","     37.916828887855    666.000000000000                      c               4             2.0000        303336.6311           455.9444          1674.9236             1.6804          8000.0000\n","     37.915105000966    666.000000000000                      g               8             3.0000        303323.8400           455.9577          1671.1711             1.6880          8000.0000\n","     37.912283899044    666.000000000000                    ca+             103             6.6865        303304.9577           454.1532          1668.9345             1.6744          7378.7769\n","     37.911987313978    666.000000000000                    dc+             122             6.9307        303302.8292           454.2047          1666.1437             1.6751          7475.5244\n","     37.911287399066    666.000000000000                    gc+             125             6.9658        303297.2650           454.1596          1667.5845             1.6755          7488.1118\n","     37.910345209569    666.000000000000                    gf+             152             7.2479        303290.0096           454.1279          1662.4230             1.6842          7579.0396\n","     37.906591036912    666.000000000000                    gg+             161             7.3309        303260.0592           454.2847          1664.6534             1.6978          7602.5713\n","     37.905477990395    666.000000000000                    fP*             178             7.4757        303251.2997           452.0995          1648.1923             1.6679          7640.5283\n","     37.904133171762    666.000000000000                    gP*             179             7.4838        303240.5492           452.5427          1658.9416             1.6805          7642.5361\n","     37.871511401726    666.000000000000                    aa*             182             7.5078        302979.5990           441.9673          1719.0547             1.6579          7648.4287\n","     37.790491660899    666.000000000000                    ba*             183             7.5157        302331.4490           413.1717          1552.4004             1.6209          7650.3496\n","     37.759398338745    666.000000000000                    ca*             184             7.5236        302082.7103           411.8605          1505.2109             1.6836          7652.2500\n","     37.758292966875    666.000000000000                   ca>*            1885            10.8803        302077.2241           411.5155          1501.0419             1.6770          7189.6284\n","     37.757063722397    666.000000000000                   ac>*            1901            10.8925        302067.4023           411.4316          1513.1471             1.6879          7196.4492\n","     37.753148476019    666.000000000000                  bca*+           17292            14.0778        302039.2656           409.9436          1502.0935             1.6834          6800.9106\n","     37.751515649051    666.000000000000                  eca*+           17295            14.0781        302026.2033           409.9202          1499.2122             1.6894          6801.1187\n","     37.751488671805    666.000000000000                  caP+*           19381            14.2424        302026.1517           411.0206          1493.9348             1.6860          6930.1553\n","     37.716880992463    666.000000000000                  cba+*           19471            14.2490        301749.2970           397.5756          1437.8997             1.6553          6934.7949\n","     37.715078753577    666.000000000000                  fba+*           19474            14.2493        301734.8793           394.9360          1568.4538             1.6486          6934.9590\n","     37.706300668189    666.000000000000                  gca+*           19484            14.2500        301664.6553           396.6593          1634.5853             1.6593          6935.5059\n","     37.696546248614    666.000000000000                  gfa+*           19511            14.2520        301586.6220           396.8698          1694.1025             1.6710          6936.9785\n","     37.696110011833    666.000000000000                  cfb+*           19588            14.2577        301583.1378           397.4990          1424.2196             1.6957          6940.4551\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_squared/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   4181.7486816300361        4.1817488802524405     \n","           0  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     37.925671016504    666.000000000000                      P               1             0.0000        303405.3681           457.7053          1677.8607             1.6679          8000.0000\n","     37.925022772847   -666.000000000000                     P~              28             4.8074        303404.9895           457.7035          1677.8212             1.6733          1911.7142\n","     37.907915196319    666.000000000000                     aL              74             6.2095        303269.5310           449.8089          1873.3947             1.6367          2280.5540\n","     37.896449940177    666.000000000000                     dL              77             6.2668        303177.8663           449.8312          1810.6535             1.6964          2503.3896\n","     37.890917707659    666.000000000000                     hL              81             6.3398        303133.6815           451.0129          1906.9539             1.6632          2774.8271\n","     37.867883976762    635.073973913922                    aL>             479             8.9039        302951.9757           437.2167          1755.5618             1.6380          2264.9312\n","     37.861531222372    634.016304089475                    eL>             483             8.9159        302901.1657           439.0797          1559.8345             1.6721          2312.4265\n","     37.861493221267    635.705677039294                    hL>             486             8.9248        302900.8706           438.0708          1795.1918             1.6330          2347.5349\n","     37.860610046960    666.000000000000                    eRR             780             9.6073        302894.4877           438.1355          1535.4014             1.6704          2465.2847\n","     37.852448165113    666.000000000000                    hRR             783             9.6129        302829.1982           437.2250          1777.9704             1.6658          2486.4905\n","     37.849613080739    666.000000000000                    hLR             810             9.6618        302806.5664           435.1066          1696.9843             1.6710          2492.5334\n","     37.781002261370    398.232235403365                   ba+R            5367            12.3899        302260.4080           414.0220          1523.9027             1.6632          1602.3339\n","     37.766261925679    399.795085185220                   ca+R            5368            12.3902        302142.4856           413.4036          1484.8204             1.6688          1603.5258\n","     37.765757252632    399.316917805710                   fb+R            5380            12.3934        302138.4514           411.9414          1547.7757             1.6583          1617.0675\n","     37.747488864107    425.847090441277                   ca*L            6421            12.6486        301992.5595           410.6080          1482.8751             1.6985          1676.3658\n","     37.738987617806    344.918927126979                  ca+R>           93577            16.5139        301928.4148           409.9490          1482.0748             1.7094          1184.3719\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","\n","Checking for brute force + \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_tan/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Shuffling mystery data..\n"," Searching for best fit...\n","     29.975837068488     -3.147078513562                      P               1             0.0000        239806.6965           953.1082         82174.3222             2.3203          8000.0000\n","     29.974694356688     -0.059861361001                     b\\              39             5.2854        239802.8403           953.1082         82174.3202             2.3203          1646.7693\n","     29.974561816830     -0.060238683665                     c\\              40             5.3219        239801.8165           953.1082         82174.3176             2.3245          1805.6000\n","     29.974024949654     -0.062976401555                     d\\              41             5.3576        239797.5571           953.1079         82174.2952             2.3298          1956.6830\n","     29.972517929625     -0.058398600276                     g\\              44             5.4594        239785.6029           953.1077         82174.2766             2.3314          2368.7273\n","     29.972182757662     -0.058647125802                    h>\\             666             9.3794        239786.8414           953.1083         82174.3260             2.3324          3585.7537\n","     29.972137164492     -0.058343693422                    g\\S             854             9.7381        239786.8354           953.1077         82174.2767             2.3338          4016.9636\n","     29.971223443149     -1.078445435872                    eLL            1050            10.0362        239779.8237           953.1069         82174.1915             2.3449          4554.7866\n","     29.970428881987     -0.032025220903                   ca+\\            5044            12.3004        239775.7314           953.1081         82174.3143             2.3431          2439.5037\n","     29.969499618177      0.342025603686                   fL\\~           11662            13.5095        239769.5065           953.1086         82174.3475             2.3459          3471.9070\n","     29.969026879650     -1.309360591136                   fLRR           13201            13.6884        239765.9034           953.1085         82174.3463             2.3441          3671.2107\n","     29.968644214277     -0.087878034154                  Pdc+/           25480            14.6371        239763.7908           953.1079         82174.2950             2.3483          2834.2539\n","     29.966215057818     -0.065289712351                  bhg*/           26571            14.6976        239744.4180           953.1078         82174.2912             2.3541          3046.3584\n","Checking for brute force * \n","\n","Trying to solve mysteries with brute force...\n","Trying to solve results/mystery_world_tan/F1.txt_train-gen_sym-translated_minus\n","Rejection threshold.....    10.000\n","Bit margin..............     0.000\n","Number of variables.....       8\n","Functions used..........        +*-/><~\\RPSCLE\n"," Arity            0 : Pabcdefgh\n"," Arity            1 : ><~\\RSCLE\n"," Arity            2 : +*-/\n","Loading mystery data....\n","        8000  rows read from file mystery.dat                                                                                                                                                                                                                                                     \n","Number of examples......    8000\n","Removing problematically\n","   82174.316729783779        82.174320632854389     \n","        7937  out of         8000  data points discarded for being too close to zero\n","Shuffling mystery data..\n"," Searching for best fit...\n","     29.622870489580     -0.101528339633                      P               1             0.0000          1866.2408            15.3621           110.5467             4.4583            63.0000\n","     29.598171676094     -0.012980546842                      a               2             1.0000          1865.6848            15.3861           110.6544             4.4907            63.0000\n","     29.570810058771     -0.013531218503                     a<              20             4.3219          1867.2830            15.3872           110.6590             4.5433            63.0000\n","     29.562104756138     -0.018054392927                     c<              22             4.4594          1866.8720            15.3443           110.4603             4.5548            63.0000\n","     29.503725866013      0.088057222578                     gS              62             5.9542          1864.6889            15.4174           110.8345             4.6607            62.2903\n","     29.494784052940      0.144206931552                     dC              68             6.0875          1864.2589            15.4281           110.9230             4.5890            62.3529\n","     29.468221558557     -0.250654460839                    cd/             373             8.5430          1865.0410            15.3716           110.6421             4.6216            60.0697\n","     29.431870191452     -0.256041077918                    h<S             837             9.7091          1863.9169            15.4265           110.8372             4.5649            57.2449\n","     29.345264853765     -0.115776223313                   ba/<            4638            12.1793          1860.9310            15.4123           110.8663             4.8495            57.1000\n","     29.308416859561     -0.396284453119                   fd-S            5884            12.5226          1858.9528            15.3809           110.4697             4.6174            57.2752\n","     29.279066831332     -0.012627467627                  aeLS+           32375            14.9826          1859.5638            15.3870           110.6596             5.5366            56.8470\n","     29.259276074429     -0.012339254226                  dh<S*           38480            15.2318          1858.5662            15.4229           110.8296             4.7867            56.1843\n","     29.230348943733     -0.101924816095                  bc>-S           70428            16.1039          1857.6158            15.4369           110.9592             5.2175            55.3390\n","     29.139445557806      3.459749119601                  a<Se/          194744            17.5712          1853.3563            15.4163           110.9311             5.1842            52.9576\n","     29.139445557806      3.459749119601                 ea<S/\\         1014549            19.9524          1855.7375            15.4163           110.9311             5.1842            52.9997\n","     29.073548252715     -0.464060009918                 hCaC-C         2557161            21.2861          1852.9197            15.3375           110.4121             5.1399            51.2377\n","     29.065819368549      0.215109671549                hed*+S<        10347489            23.3028          1854.4494            15.3901           110.6004             5.0049            51.7837\n","Checking polyfit \n","\n","Pareto frontier in the current branch:\n","\n","Complexity #  MDL Loss #  Expression\n","0.0 24.36 3.46225277963972e-73\n","47.14 20.03 1.55058038234711\n","\n","Found pretrained NN \n","\n"]},{"ename":"TypeError","evalue":"'float' object cannot be interpreted as an integer","output_type":"error","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)","Cell \u001b[0;32mIn[5], line 3\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39maifeynman\u001b[39;00m\n\u001b[0;32m----> 3\u001b[0m aifeynman\u001b[39m.\u001b[39;49mrun_aifeynman(\u001b[39m\"\u001b[39;49m\u001b[39m./\u001b[39;49m\u001b[39m\"\u001b[39;49m, \u001b[39m\"\u001b[39;49m\u001b[39mF1.txt\u001b[39;49m\u001b[39m\"\u001b[39;49m, \u001b[39m60\u001b[39;49m, \u001b[39m\"\u001b[39;49m\u001b[39m14ops.txt\u001b[39;49m\u001b[39m\"\u001b[39;49m, polyfit_deg\u001b[39m=\u001b[39;49m\u001b[39m3\u001b[39;49m, NN_epochs\u001b[39m=\u001b[39;49m\u001b[39m100\u001b[39;49m)\n","File \u001b[0;32m~/Documents/Studies/Masters/Research/AI-Feynman/feyn-repo/aifeynman/S_run_aifeynman.py:284\u001b[0m, in \u001b[0;36mrun_aifeynman\u001b[0;34m(pathdir, filename, BF_try_time, BF_ops_file_type, polyfit_deg, NN_epochs, vars_name, test_percentage)\u001b[0m\n\u001b[1;32m    282\u001b[0m PA \u001b[39m=\u001b[39m ParetoSet()\n\u001b[1;32m    283\u001b[0m \u001b[39m# Run the code on the train data\u001b[39;00m\n\u001b[0;32m--> 284\u001b[0m PA \u001b[39m=\u001b[39m run_AI_all(pathdir,filename\u001b[39m+\u001b[39;49m\u001b[39m\"\u001b[39;49m\u001b[39m_train\u001b[39;49m\u001b[39m\"\u001b[39;49m,BF_try_time,BF_ops_file_type, polyfit_deg, NN_epochs, PA\u001b[39m=\u001b[39;49mPA)\n\u001b[1;32m    285\u001b[0m PA_list \u001b[39m=\u001b[39m PA\u001b[39m.\u001b[39mget_pareto_points()\n\u001b[1;32m    287\u001b[0m \u001b[39m'''\u001b[39;00m\n\u001b[1;32m    288\u001b[0m \u001b[39m# Run bf snap on the resulted equations\u001b[39;00m\n\u001b[1;32m    289\u001b[0m \u001b[39mfor i in range(len(PA_list)):\u001b[39;00m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    294\u001b[0m \u001b[39mPA_list = PA.get_pareto_points()\u001b[39;00m\n\u001b[1;32m    295\u001b[0m \u001b[39m'''\u001b[39;00m\n","File \u001b[0;32m~/Documents/Studies/Masters/Research/AI-Feynman/feyn-repo/aifeynman/S_run_aifeynman.py:252\u001b[0m, in \u001b[0;36mrun_AI_all\u001b[0;34m(pathdir, filename, BF_try_time, BF_ops_file_type, polyfit_deg, NN_epochs, PA)\u001b[0m\n\u001b[1;32m    250\u001b[0m new_pathdir, new_filename \u001b[39m=\u001b[39m do_gen_sym(pathdir,filename,decomp_idx,math_eq_gen_sym)\n\u001b[1;32m    251\u001b[0m PA1_ \u001b[39m=\u001b[39m ParetoSet()\n\u001b[0;32m--> 252\u001b[0m PA1 \u001b[39m=\u001b[39m run_AI_all(new_pathdir,new_filename,BF_try_time,BF_ops_file_type, polyfit_deg, NN_epochs, PA1_)\n\u001b[1;32m    253\u001b[0m PA \u001b[39m=\u001b[39m add_gen_sym_on_pareto(PA1,PA, decomp_idx, math_eq_gen_sym)\n\u001b[1;32m    254\u001b[0m \u001b[39mreturn\u001b[39;00m PA\n","File \u001b[0;32m~/Documents/Studies/Masters/Research/AI-Feynman/feyn-repo/aifeynman/S_run_aifeynman.py:198\u001b[0m, in \u001b[0;36mrun_AI_all\u001b[0;34m(pathdir, filename, BF_try_time, BF_ops_file_type, polyfit_deg, NN_epochs, PA)\u001b[0m\n\u001b[1;32m    196\u001b[0m new_pathdir, new_filename \u001b[39m=\u001b[39m do_translational_symmetry_minus(pathdir,filename,symmetry_minus_result[\u001b[39m1\u001b[39m],symmetry_minus_result[\u001b[39m2\u001b[39m])\n\u001b[1;32m    197\u001b[0m PA1_ \u001b[39m=\u001b[39m ParetoSet()\n\u001b[0;32m--> 198\u001b[0m PA1 \u001b[39m=\u001b[39m run_AI_all(new_pathdir,new_filename,BF_try_time,BF_ops_file_type, polyfit_deg, NN_epochs, PA1_)\n\u001b[1;32m    199\u001b[0m PA \u001b[39m=\u001b[39m add_sym_on_pareto(pathdir,filename,PA1,symmetry_minus_result[\u001b[39m1\u001b[39m],symmetry_minus_result[\u001b[39m2\u001b[39m],PA,\u001b[39m\"\u001b[39m\u001b[39m-\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[1;32m    200\u001b[0m \u001b[39mreturn\u001b[39;00m PA\n","File \u001b[0;32m~/Documents/Studies/Masters/Research/AI-Feynman/feyn-repo/aifeynman/S_run_aifeynman.py:71\u001b[0m, in \u001b[0;36mrun_AI_all\u001b[0;34m(pathdir, filename, BF_try_time, BF_ops_file_type, polyfit_deg, NN_epochs, PA)\u001b[0m\n\u001b[1;32m     69\u001b[0m \u001b[39melif\u001b[39;00m path\u001b[39m.\u001b[39mexists(\u001b[39m\"\u001b[39m\u001b[39mresults/NN_trained_models/models/\u001b[39m\u001b[39m\"\u001b[39m \u001b[39m+\u001b[39m filename \u001b[39m+\u001b[39m \u001b[39m\"\u001b[39m\u001b[39m_pretrained.h5\u001b[39m\u001b[39m\"\u001b[39m):\n\u001b[1;32m     70\u001b[0m     \u001b[39mprint\u001b[39m(\u001b[39m\"\u001b[39m\u001b[39mFound pretrained NN \u001b[39m\u001b[39m\\n\u001b[39;00m\u001b[39m\"\u001b[39m)\n\u001b[0;32m---> 71\u001b[0m     model_feynman \u001b[39m=\u001b[39m NN_train(pathdir,filename,NN_epochs\u001b[39m/\u001b[39;49m\u001b[39m2\u001b[39;49m,lrs\u001b[39m=\u001b[39;49m\u001b[39m1e-3\u001b[39;49m,N_red_lr\u001b[39m=\u001b[39;49m\u001b[39m3\u001b[39;49m,pretrained_path\u001b[39m=\u001b[39;49m\u001b[39m\"\u001b[39;49m\u001b[39mresults/NN_trained_models/models/\u001b[39;49m\u001b[39m\"\u001b[39;49m \u001b[39m+\u001b[39;49m filename \u001b[39m+\u001b[39;49m \u001b[39m\"\u001b[39;49m\u001b[39m_pretrained.h5\u001b[39;49m\u001b[39m\"\u001b[39;49m)\n\u001b[1;32m     72\u001b[0m     \u001b[39mprint\u001b[39m(\u001b[39m\"\u001b[39m\u001b[39mNN loss after training: \u001b[39m\u001b[39m\"\u001b[39m, NN_eval(pathdir,filename), \u001b[39m\"\u001b[39m\u001b[39m\\n\u001b[39;00m\u001b[39m\"\u001b[39m)\n\u001b[1;32m     73\u001b[0m \u001b[39melse\u001b[39;00m:\n","File \u001b[0;32m~/Documents/Studies/Masters/Research/AI-Feynman/feyn-repo/aifeynman/S_NN_train.py:119\u001b[0m, in \u001b[0;36mNN_train\u001b[0;34m(pathdir, filename, epochs, lrs, N_red_lr, pretrained_path)\u001b[0m\n\u001b[1;32m    117\u001b[0m \u001b[39mfor\u001b[39;00m i_i \u001b[39min\u001b[39;00m \u001b[39mrange\u001b[39m(N_red_lr):\n\u001b[1;32m    118\u001b[0m     optimizer_feynman \u001b[39m=\u001b[39m optim\u001b[39m.\u001b[39mAdam(model_feynman\u001b[39m.\u001b[39mparameters(), lr \u001b[39m=\u001b[39m lrs)\n\u001b[0;32m--> 119\u001b[0m     \u001b[39mfor\u001b[39;00m epoch \u001b[39min\u001b[39;00m \u001b[39mrange\u001b[39;49m(epochs):\n\u001b[1;32m    120\u001b[0m         model_feynman\u001b[39m.\u001b[39mtrain()\n\u001b[1;32m    121\u001b[0m         \u001b[39mfor\u001b[39;00m i, data \u001b[39min\u001b[39;00m \u001b[39menumerate\u001b[39m(my_dataloader):\n","\u001b[0;31mTypeError\u001b[0m: 'float' object cannot be interpreted as an integer"]}],"source":["import aifeynman\n","\n","aifeynman.run_aifeynman(\"./\", \"F1.txt\", 60, \"14ops.txt\", polyfit_deg=3, NN_epochs=100)"]}],"metadata":{"kernelspec":{"display_name":"Python 3.8.6 ('AI-Feynman': venv)","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.8.6"},"vscode":{"interpreter":{"hash":"b313ab9b418b2c619fe09b3ada261b5b37227769e105faa70d3895ab35c3882a"}}},"nbformat":4,"nbformat_minor":4}