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modelevals.csv
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modelevals.csv
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Name,Algorithm,Resample,PCA,Features,Precision,Recall,FscoreTest,Logistic,Oversampling,0,30,0.516,0.946,0.52
Test,Logistic,Oversampling,1,30,0.849,0.903,0.874
Test,Logistic,Oversampling,2,30,0.601,0.865,0.658
Test,Logistic,Oversampling,3,30,0.531,0.898,0.552
Test,Logistic,Oversampling,4,30,0.529,0.892,0.549
Test,Logistic,Oversampling,5,30,0.545,0.901,0.577
Test,Logistic,Oversampling,6,30,0.517,0.898,0.523
Test,Logistic,Oversampling,7,30,0.563,0.893,0.607
Test,Logistic,Oversampling,8,30,0.523,0.894,0.536
Test,Logistic,Oversampling,9,30,0.539,0.895,0.567
Test,Logistic,Oversampling,10,30,0.568,0.929,0.616
Test,Logistic,Oversampling,11,30,0.546,0.921,0.58
Test,Logistic,Oversampling,12,30,0.641,0.922,0.71
Test,Logistic,Oversampling,13,30,0.547,0.916,0.582
Test,Logistic,Oversampling,14,30,0.586,0.92,0.642
Test,Logistic,Oversampling,15,30,0.524,0.919,0.538
Test,Logistic,Oversampling,16,30,0.528,0.926,0.546
Test,Logistic,Oversampling,17,30,0.582,0.93,0.636
Test,Logistic,Oversampling,18,30,0.575,0.96,0.626
Test,Logistic,Oversampling,19,30,0.53,0.947,0.55
Test,Logistic,Oversampling,20,30,0.523,0.918,0.536
Test,Logistic,Oversampling,21,30,0.526,0.974,0.541
Test,Logistic,Oversampling,22,30,0.62,0.952,0.688
Test,Logistic,Oversampling,23,30,0.521,0.956,0.53
Test,Logistic,Oversampling,24,30,0.527,0.951,0.545
Test,Logistic,Oversampling,25,30,0.572,0.949,0.622
Test,Logistic,Undersampling,0,30,0.512,0.903,0.508
Test,Logistic,Undersampling,1,30,0.55,0.887,0.586
Test,Logistic,Undersampling,2,30,0.901,0.913,0.907
Test,Logistic,Undersampling,3,30,0.568,0.939,0.616
Test,Logistic,Undersampling,4,30,0.523,0.913,0.535
Test,Logistic,Undersampling,5,30,0.51,0.892,0.5
Test,Logistic,Undersampling,6,30,0.548,0.937,0.584
Test,Logistic,Undersampling,7,30,0.557,0.943,0.598
Test,Logistic,Undersampling,8,30,0.508,0.899,0.489
Test,Logistic,Undersampling,9,30,0.516,0.925,0.518
Test,Logistic,Undersampling,10,30,0.514,0.894,0.515
Test,Logistic,Undersampling,11,30,0.517,0.898,0.522
Test,Logistic,Undersampling,12,30,0.517,0.879,0.523
Test,Logistic,Undersampling,13,30,0.512,0.932,0.507
Test,Logistic,Undersampling,14,30,0.51,0.912,0.5
Test,Logistic,Undersampling,15,30,0.51,0.913,0.502
Test,Logistic,Undersampling,16,30,0.51,0.908,0.502
Test,Logistic,Undersampling,17,30,0.508,0.917,0.491
Test,Logistic,Undersampling,18,30,0.508,0.893,0.492
Test,Logistic,Undersampling,19,30,0.509,0.899,0.498
Test,Logistic,Undersampling,20,30,0.51,0.913,0.502
Test,Logistic,Undersampling,21,30,0.509,0.908,0.497
Test,Logistic,Undersampling,22,30,0.512,0.913,0.508
Test,Logistic,Undersampling,23,30,0.513,0.948,0.508
Test,Logistic,Undersampling,24,30,0.512,0.918,0.508
Test,Logistic,Undersampling,25,30,0.508,0.897,0.491
Test,Random Forest,Oversampling,0,30,0.529,0.941,0.549
Test,Random Forest,Oversampling,1,30,0.53,0.862,0.551
Test,Random Forest,Oversampling,2,30,0.533,0.898,0.556
Test,Random Forest,Oversampling,3,30,0.525,0.929,0.539
Test,Random Forest,Oversampling,4,30,0.522,0.922,0.533
Test,Random Forest,Oversampling,5,30,0.592,0.925,0.65
Test,Random Forest,Oversampling,6,30,0.557,0.918,0.598
Test,Random Forest,Oversampling,7,30,0.538,0.925,0.566
Test,Random Forest,Oversampling,8,30,0.534,0.909,0.558
Test,Random Forest,Oversampling,9,30,0.569,0.894,0.615
Test,Random Forest,Oversampling,10,30,0.81,0.908,0.852
Test,Random Forest,Oversampling,11,30,0.662,0.897,0.729
Test,Random Forest,Oversampling,12,30,0.615,0.941,0.681
Test,Random Forest,Oversampling,13,30,0.542,0.936,0.573
Test,Random Forest,Oversampling,14,30,0.781,0.938,0.842
Test,Random Forest,Oversampling,15,30,0.578,0.94,0.63
Test,Random Forest,Oversampling,16,30,0.52,0.911,0.53
Test,Random Forest,Oversampling,17,30,0.551,0.967,0.588
Test,Random Forest,Oversampling,18,30,0.516,0.912,0.521
Test,Random Forest,Oversampling,19,30,0.593,0.925,0.651
Test,Random Forest,Oversampling,20,30,0.514,0.912,0.513
Test,Random Forest,Undersampling,0,30,0.512,0.938,0.508
Test,Random Forest,Undersampling,1,30,0.606,0.911,0.667
Test,Random Forest,Undersampling,2,30,0.517,0.898,0.523
Test,Random Forest,Undersampling,3,30,0.524,0.924,0.538
Test,Random Forest,Undersampling,4,30,0.537,0.884,0.563
Test,Random Forest,Undersampling,5,30,0.54,0.905,0.57
Test,Random Forest,Undersampling,6,30,0.541,0.935,0.571
Test,Random Forest,Undersampling,7,30,0.551,0.907,0.588
Test,Random Forest,Undersampling,8,30,0.527,0.916,0.545
Test,Random Forest,Undersampling,9,30,0.515,0.899,0.516
Test,Random Forest,Undersampling,10,30,0.531,0.913,0.553
Test,Random Forest,Undersampling,11,30,0.529,0.922,0.548
Test,Random Forest,Undersampling,12,30,0.508,0.909,0.493
Test,Random Forest,Undersampling,13,30,0.509,0.919,0.493
Test,Random Forest,Undersampling,14,30,0.525,0.915,0.541
Test,Random Forest,Undersampling,15,30,0.533,0.928,0.557
Test,Random Forest,Undersampling,16,30,0.599,0.89,0.657
Test,Random Forest,Undersampling,17,30,0.523,0.943,0.536
Test,Random Forest,Undersampling,18,30,0.509,0.893,0.496
Test,Random Forest,Undersampling,19,30,0.521,0.921,0.531
Test,Random Forest,Undersampling,20,30,0.52,0.941,0.53