Netflix Tuning Results Analysis.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import ast\n",
    "import os\n",
    "import pandas as pd\n",
    "pd.set_option('display.max_columns', 30)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def load_tuning_results(folder_path):\n",
    "    csv_files = [os.path.join(folder_path, f) for f in os.listdir(folder_path) if os.path.isfile(os.path.join(folder_path, f)) and f.endswith('.csv')]\n",
    "    \n",
    "    df = pd.DataFrame()\n",
    "    for record in csv_files:\n",
    "        df = df.append(pd.read_csv(record))\n",
    "    return df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_tuning_results = load_tuning_results(folder_path='tables/netflix/tuning_general/')\n",
    "df_tuning_results.drop(['similarity', 'batch_size', 'normalize', 'topK'], inplace=True, axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def sort_tuning_results(df, metric):\n",
    "    df[metric+'_Score'] = df[metric].map(lambda x: ast.literal_eval(x)[0])\n",
    "    df = df.sort_values(by=metric+'_Score', ascending=False)\n",
    "    return df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Alpha"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0]\n",
      "0: 134\n",
      "0.1: 0\n",
      "1: 0\n"
     ]
    }
   ],
   "source": [
    "print(df_tuning_results['alpha'].unique())\n",
    "print(\"{}: {}\".format(0, len(df_tuning_results[df_tuning_results['alpha']==0])))\n",
    "print(\"{}: {}\".format(0.1, len(df_tuning_results[df_tuning_results['alpha']==0.1])))\n",
    "print(\"{}: {}\".format(1, len(df_tuning_results[df_tuning_results['alpha']==1])))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Drop Out Rate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0.2]\n",
      "0.2: 134\n",
      "0.3: 0\n",
      "0.4: 0\n",
      "0.5: 0\n"
     ]
    }
   ],
   "source": [
    "print(df_tuning_results['corruption'].unique())\n",
    "print(\"{}: {}\".format(0.2, len(df_tuning_results[df_tuning_results['corruption']==0.2])))\n",
    "print(\"{}: {}\".format(0.3, len(df_tuning_results[df_tuning_results['corruption']==0.3])))\n",
    "print(\"{}: {}\".format(0.4, len(df_tuning_results[df_tuning_results['corruption']==0.4])))\n",
    "print(\"{}: {}\".format(0.5, len(df_tuning_results[df_tuning_results['corruption']==0.5])))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Key Dimension"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[3 4 5]\n",
      "3: 47\n",
      "4: 43\n",
      "5: 44\n"
     ]
    }
   ],
   "source": [
    "print(df_tuning_results['key_dimension'].unique())\n",
    "print(\"{}: {}\".format(3, len(df_tuning_results[df_tuning_results['key_dimension']==3])))\n",
    "print(\"{}: {}\".format(4, len(df_tuning_results[df_tuning_results['key_dimension']==4])))\n",
    "print(\"{}: {}\".format(5, len(df_tuning_results[df_tuning_results['key_dimension']==5])))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Lambda"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0.001]\n",
      "0.001: 134\n",
      "0.0001: 0\n",
      "1e-05: 0\n",
      "1e-06: 0\n",
      "1e-07: 0\n"
     ]
    }
   ],
   "source": [
    "print(df_tuning_results['lambda'].unique())\n",
    "print(\"{}: {}\".format(1e-3, len(df_tuning_results[df_tuning_results['lambda']==1e-3])))\n",
    "print(\"{}: {}\".format(1e-4, len(df_tuning_results[df_tuning_results['lambda']==1e-4])))\n",
    "print(\"{}: {}\".format(1e-5, len(df_tuning_results[df_tuning_results['lambda']==1e-5])))\n",
    "print(\"{}: {}\".format(1e-6, len(df_tuning_results[df_tuning_results['lambda']==1e-6])))\n",
    "print(\"{}: {}\".format(1e-7, len(df_tuning_results[df_tuning_results['lambda']==1e-7])))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Learning Rate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[5.e-05 1.e-04]\n",
      "5e-05: 118\n",
      "0.0001: 16\n",
      "0.0005: 0\n"
     ]
    }
   ],
   "source": [
    "print(df_tuning_results['learning_rate'].unique())\n",
    "print(\"{}: {}\".format(5e-5, len(df_tuning_results[df_tuning_results['learning_rate']==5e-5])))\n",
    "print(\"{}: {}\".format(1e-4, len(df_tuning_results[df_tuning_results['learning_rate']==1e-4])))\n",
    "print(\"{}: {}\".format(5e-4, len(df_tuning_results[df_tuning_results['learning_rate']==5e-4])))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Mode Dimension"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[3 2 4 1 5]\n",
      "1: 26\n",
      "3: 32\n",
      "5: 18\n"
     ]
    }
   ],
   "source": [
    "print(df_tuning_results['mode_dimension'].unique())\n",
    "print(\"{}: {}\".format(1, len(df_tuning_results[df_tuning_results['mode_dimension']==1])))\n",
    "print(\"{}: {}\".format(3, len(df_tuning_results[df_tuning_results['mode_dimension']==3])))\n",
    "print(\"{}: {}\".format(5, len(df_tuning_results[df_tuning_results['mode_dimension']==5])))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Rank"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[80 40 60]\n",
      "40: 40\n",
      "60: 50\n",
      "80: 44\n"
     ]
    }
   ],
   "source": [
    "print(df_tuning_results['rank'].unique())\n",
    "print(\"{}: {}\".format(40, len(df_tuning_results[df_tuning_results['rank']==40])))\n",
    "print(\"{}: {}\".format(60, len(df_tuning_results[df_tuning_results['rank']==60])))\n",
    "print(\"{}: {}\".format(80, len(df_tuning_results[df_tuning_results['rank']==80])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>model</th>\n",
       "      <th>alpha</th>\n",
       "      <th>corruption</th>\n",
       "      <th>epoch</th>\n",
       "      <th>iteration</th>\n",
       "      <th>key_dimension</th>\n",
       "      <th>lambda</th>\n",
       "      <th>learning_rate</th>\n",
       "      <th>mode_dimension</th>\n",
       "      <th>rank</th>\n",
       "      <th>root</th>\n",
       "      <th>NDCG</th>\n",
       "      <th>Precision@10</th>\n",
       "      <th>Precision@15</th>\n",
       "      <th>Precision@20</th>\n",
       "      <th>Precision@5</th>\n",
       "      <th>Precision@50</th>\n",
       "      <th>R-Precision</th>\n",
       "      <th>Recall@10</th>\n",
       "      <th>Recall@15</th>\n",
       "      <th>Recall@20</th>\n",
       "      <th>Recall@5</th>\n",
       "      <th>Recall@50</th>\n",
       "      <th>NDCG_Score</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
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       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1695, 0.0004]</td>\n",
       "      <td>[0.1087, 0.0004]</td>\n",
       "      <td>[0.1025, 0.0003]</td>\n",
       "      <td>[0.0977, 0.0003]</td>\n",
       "      <td>[0.1189, 0.0005]</td>\n",
       "      <td>[0.0798, 0.0002]</td>\n",
       "      <td>[0.091, 0.0003]</td>\n",
       "      <td>[0.0844, 0.0004]</td>\n",
       "      <td>[0.1149, 0.0005]</td>\n",
       "      <td>[0.1418, 0.0006]</td>\n",
       "      <td>[0.0492, 0.0003]</td>\n",
       "      <td>[0.2574, 0.0007]</td>\n",
       "      <td>0.1695</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1686, 0.0004]</td>\n",
       "      <td>[0.1084, 0.0004]</td>\n",
       "      <td>[0.1021, 0.0003]</td>\n",
       "      <td>[0.0973, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.0794, 0.0002]</td>\n",
       "      <td>[0.0905, 0.0003]</td>\n",
       "      <td>[0.0838, 0.0004]</td>\n",
       "      <td>[0.1142, 0.0005]</td>\n",
       "      <td>[0.1412, 0.0006]</td>\n",
       "      <td>[0.0489, 0.0003]</td>\n",
       "      <td>[0.2561, 0.0007]</td>\n",
       "      <td>0.1686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.168, 0.0004]</td>\n",
       "      <td>[0.1083, 0.0004]</td>\n",
       "      <td>[0.1021, 0.0003]</td>\n",
       "      <td>[0.0974, 0.0003]</td>\n",
       "      <td>[0.1183, 0.0005]</td>\n",
       "      <td>[0.0796, 0.0002]</td>\n",
       "      <td>[0.0903, 0.0003]</td>\n",
       "      <td>[0.0829, 0.0004]</td>\n",
       "      <td>[0.1132, 0.0005]</td>\n",
       "      <td>[0.1401, 0.0005]</td>\n",
       "      <td>[0.0483, 0.0003]</td>\n",
       "      <td>[0.2549, 0.0007]</td>\n",
       "      <td>0.1680</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1679, 0.0004]</td>\n",
       "      <td>[0.1075, 0.0004]</td>\n",
       "      <td>[0.1015, 0.0003]</td>\n",
       "      <td>[0.0969, 0.0003]</td>\n",
       "      <td>[0.1173, 0.0005]</td>\n",
       "      <td>[0.0793, 0.0002]</td>\n",
       "      <td>[0.0901, 0.0003]</td>\n",
       "      <td>[0.0836, 0.0004]</td>\n",
       "      <td>[0.1137, 0.0005]</td>\n",
       "      <td>[0.1405, 0.0006]</td>\n",
       "      <td>[0.0486, 0.0003]</td>\n",
       "      <td>[0.2552, 0.0007]</td>\n",
       "      <td>0.1679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1676, 0.0004]</td>\n",
       "      <td>[0.1098, 0.0004]</td>\n",
       "      <td>[0.1033, 0.0003]</td>\n",
       "      <td>[0.0982, 0.0003]</td>\n",
       "      <td>[0.1196, 0.0005]</td>\n",
       "      <td>[0.0792, 0.0002]</td>\n",
       "      <td>[0.091, 0.0003]</td>\n",
       "      <td>[0.0839, 0.0004]</td>\n",
       "      <td>[0.1141, 0.0005]</td>\n",
       "      <td>[0.1406, 0.0005]</td>\n",
       "      <td>[0.0484, 0.0003]</td>\n",
       "      <td>[0.2525, 0.0007]</td>\n",
       "      <td>0.1676</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1674, 0.0004]</td>\n",
       "      <td>[0.1095, 0.0004]</td>\n",
       "      <td>[0.1033, 0.0003]</td>\n",
       "      <td>[0.0983, 0.0003]</td>\n",
       "      <td>[0.119, 0.0005]</td>\n",
       "      <td>[0.0796, 0.0002]</td>\n",
       "      <td>[0.091, 0.0003]</td>\n",
       "      <td>[0.0831, 0.0004]</td>\n",
       "      <td>[0.1133, 0.0005]</td>\n",
       "      <td>[0.1398, 0.0005]</td>\n",
       "      <td>[0.0479, 0.0003]</td>\n",
       "      <td>[0.2522, 0.0007]</td>\n",
       "      <td>0.1674</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1673, 0.0004]</td>\n",
       "      <td>[0.1073, 0.0004]</td>\n",
       "      <td>[0.1013, 0.0003]</td>\n",
       "      <td>[0.0968, 0.0003]</td>\n",
       "      <td>[0.1172, 0.0005]</td>\n",
       "      <td>[0.0792, 0.0002]</td>\n",
       "      <td>[0.0894, 0.0003]</td>\n",
       "      <td>[0.0823, 0.0004]</td>\n",
       "      <td>[0.1123, 0.0005]</td>\n",
       "      <td>[0.1393, 0.0005]</td>\n",
       "      <td>[0.0479, 0.0003]</td>\n",
       "      <td>[0.2552, 0.0007]</td>\n",
       "      <td>0.1673</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1672, 0.0004]</td>\n",
       "      <td>[0.1095, 0.0004]</td>\n",
       "      <td>[0.103, 0.0003]</td>\n",
       "      <td>[0.098, 0.0003]</td>\n",
       "      <td>[0.119, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.0837, 0.0004]</td>\n",
       "      <td>[0.114, 0.0005]</td>\n",
       "      <td>[0.1404, 0.0005]</td>\n",
       "      <td>[0.0482, 0.0003]</td>\n",
       "      <td>[0.2523, 0.0007]</td>\n",
       "      <td>0.1672</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1672, 0.0004]</td>\n",
       "      <td>[0.1095, 0.0004]</td>\n",
       "      <td>[0.103, 0.0003]</td>\n",
       "      <td>[0.0979, 0.0003]</td>\n",
       "      <td>[0.119, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0906, 0.0003]</td>\n",
       "      <td>[0.0835, 0.0004]</td>\n",
       "      <td>[0.1138, 0.0005]</td>\n",
       "      <td>[0.1404, 0.0005]</td>\n",
       "      <td>[0.048, 0.0003]</td>\n",
       "      <td>[0.2523, 0.0007]</td>\n",
       "      <td>0.1672</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1667, 0.0004]</td>\n",
       "      <td>[0.1069, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0003]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.1168, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0894, 0.0003]</td>\n",
       "      <td>[0.0823, 0.0004]</td>\n",
       "      <td>[0.1121, 0.0005]</td>\n",
       "      <td>[0.1391, 0.0006]</td>\n",
       "      <td>[0.0481, 0.0003]</td>\n",
       "      <td>[0.2541, 0.0007]</td>\n",
       "      <td>0.1667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.166, 0.0004]</td>\n",
       "      <td>[0.1085, 0.0004]</td>\n",
       "      <td>[0.1021, 0.0003]</td>\n",
       "      <td>[0.0971, 0.0003]</td>\n",
       "      <td>[0.1181, 0.0005]</td>\n",
       "      <td>[0.0785, 0.0002]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.0832, 0.0004]</td>\n",
       "      <td>[0.1133, 0.0005]</td>\n",
       "      <td>[0.1396, 0.0005]</td>\n",
       "      <td>[0.0476, 0.0003]</td>\n",
       "      <td>[0.2514, 0.0007]</td>\n",
       "      <td>0.1660</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1657, 0.0004]</td>\n",
       "      <td>[0.1094, 0.0004]</td>\n",
       "      <td>[0.1029, 0.0003]</td>\n",
       "      <td>[0.0978, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.0826, 0.0004]</td>\n",
       "      <td>[0.1123, 0.0005]</td>\n",
       "      <td>[0.1382, 0.0005]</td>\n",
       "      <td>[0.0474, 0.0003]</td>\n",
       "      <td>[0.2486, 0.0007]</td>\n",
       "      <td>0.1657</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1654, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0004]</td>\n",
       "      <td>[0.1042, 0.0003]</td>\n",
       "      <td>[0.0985, 0.0003]</td>\n",
       "      <td>[0.1223, 0.0005]</td>\n",
       "      <td>[0.0788, 0.0002]</td>\n",
       "      <td>[0.0913, 0.0003]</td>\n",
       "      <td>[0.0825, 0.0004]</td>\n",
       "      <td>[0.1119, 0.0005]</td>\n",
       "      <td>[0.1372, 0.0005]</td>\n",
       "      <td>[0.0475, 0.0003]</td>\n",
       "      <td>[0.2452, 0.0007]</td>\n",
       "      <td>0.1654</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.165, 0.0004]</td>\n",
       "      <td>[0.1094, 0.0004]</td>\n",
       "      <td>[0.1029, 0.0003]</td>\n",
       "      <td>[0.0977, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0909, 0.0003]</td>\n",
       "      <td>[0.0821, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.1369, 0.0005]</td>\n",
       "      <td>[0.0473, 0.0003]</td>\n",
       "      <td>[0.2466, 0.0007]</td>\n",
       "      <td>0.1650</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1647, 0.0004]</td>\n",
       "      <td>[0.1092, 0.0004]</td>\n",
       "      <td>[0.1026, 0.0003]</td>\n",
       "      <td>[0.0974, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.0784, 0.0002]</td>\n",
       "      <td>[0.0895, 0.0003]</td>\n",
       "      <td>[0.0816, 0.0004]</td>\n",
       "      <td>[0.1116, 0.0005]</td>\n",
       "      <td>[0.1375, 0.0005]</td>\n",
       "      <td>[0.0465, 0.0003]</td>\n",
       "      <td>[0.2475, 0.0007]</td>\n",
       "      <td>0.1647</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>40</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1645, 0.0004]</td>\n",
       "      <td>[0.1048, 0.0004]</td>\n",
       "      <td>[0.0991, 0.0003]</td>\n",
       "      <td>[0.0949, 0.0003]</td>\n",
       "      <td>[0.1141, 0.0005]</td>\n",
       "      <td>[0.0779, 0.0002]</td>\n",
       "      <td>[0.0872, 0.0003]</td>\n",
       "      <td>[0.0809, 0.0004]</td>\n",
       "      <td>[0.111, 0.0005]</td>\n",
       "      <td>[0.1378, 0.0006]</td>\n",
       "      <td>[0.0469, 0.0003]</td>\n",
       "      <td>[0.2525, 0.0007]</td>\n",
       "      <td>0.1645</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1644, 0.0004]</td>\n",
       "      <td>[0.1108, 0.0004]</td>\n",
       "      <td>[0.1038, 0.0003]</td>\n",
       "      <td>[0.0982, 0.0003]</td>\n",
       "      <td>[0.1213, 0.0005]</td>\n",
       "      <td>[0.0787, 0.0002]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.0818, 0.0004]</td>\n",
       "      <td>[0.1109, 0.0005]</td>\n",
       "      <td>[0.1359, 0.0005]</td>\n",
       "      <td>[0.0472, 0.0003]</td>\n",
       "      <td>[0.244, 0.0006]</td>\n",
       "      <td>0.1644</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1643, 0.0004]</td>\n",
       "      <td>[0.1111, 0.0004]</td>\n",
       "      <td>[0.1038, 0.0003]</td>\n",
       "      <td>[0.0982, 0.0003]</td>\n",
       "      <td>[0.1219, 0.0005]</td>\n",
       "      <td>[0.0785, 0.0002]</td>\n",
       "      <td>[0.0909, 0.0003]</td>\n",
       "      <td>[0.082, 0.0004]</td>\n",
       "      <td>[0.1111, 0.0005]</td>\n",
       "      <td>[0.136, 0.0005]</td>\n",
       "      <td>[0.0472, 0.0003]</td>\n",
       "      <td>[0.2435, 0.0006]</td>\n",
       "      <td>0.1643</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1643, 0.0004]</td>\n",
       "      <td>[0.1068, 0.0004]</td>\n",
       "      <td>[0.1006, 0.0003]</td>\n",
       "      <td>[0.0958, 0.0003]</td>\n",
       "      <td>[0.1164, 0.0005]</td>\n",
       "      <td>[0.078, 0.0002]</td>\n",
       "      <td>[0.0882, 0.0003]</td>\n",
       "      <td>[0.0816, 0.0004]</td>\n",
       "      <td>[0.111, 0.0005]</td>\n",
       "      <td>[0.1371, 0.0005]</td>\n",
       "      <td>[0.0473, 0.0003]</td>\n",
       "      <td>[0.2491, 0.0007]</td>\n",
       "      <td>0.1643</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1643, 0.0004]</td>\n",
       "      <td>[0.1089, 0.0004]</td>\n",
       "      <td>[0.1025, 0.0003]</td>\n",
       "      <td>[0.0973, 0.0003]</td>\n",
       "      <td>[0.1182, 0.0005]</td>\n",
       "      <td>[0.0784, 0.0002]</td>\n",
       "      <td>[0.0897, 0.0003]</td>\n",
       "      <td>[0.0814, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.1372, 0.0005]</td>\n",
       "      <td>[0.0465, 0.0003]</td>\n",
       "      <td>[0.2474, 0.0007]</td>\n",
       "      <td>0.1643</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1638, 0.0004]</td>\n",
       "      <td>[0.1068, 0.0004]</td>\n",
       "      <td>[0.1005, 0.0003]</td>\n",
       "      <td>[0.0957, 0.0003]</td>\n",
       "      <td>[0.1159, 0.0005]</td>\n",
       "      <td>[0.0777, 0.0002]</td>\n",
       "      <td>[0.0883, 0.0003]</td>\n",
       "      <td>[0.0816, 0.0004]</td>\n",
       "      <td>[0.1111, 0.0005]</td>\n",
       "      <td>[0.1373, 0.0005]</td>\n",
       "      <td>[0.047, 0.0003]</td>\n",
       "      <td>[0.2485, 0.0007]</td>\n",
       "      <td>0.1638</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1637, 0.0004]</td>\n",
       "      <td>[0.1083, 0.0004]</td>\n",
       "      <td>[0.1017, 0.0003]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.1177, 0.0005]</td>\n",
       "      <td>[0.0779, 0.0002]</td>\n",
       "      <td>[0.0894, 0.0003]</td>\n",
       "      <td>[0.0819, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.1369, 0.0005]</td>\n",
       "      <td>[0.047, 0.0003]</td>\n",
       "      <td>[0.2453, 0.0007]</td>\n",
       "      <td>0.1637</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1633, 0.0004]</td>\n",
       "      <td>[0.1059, 0.0004]</td>\n",
       "      <td>[0.1, 0.0003]</td>\n",
       "      <td>[0.0953, 0.0003]</td>\n",
       "      <td>[0.1152, 0.0005]</td>\n",
       "      <td>[0.0777, 0.0002]</td>\n",
       "      <td>[0.0878, 0.0003]</td>\n",
       "      <td>[0.0807, 0.0004]</td>\n",
       "      <td>[0.1103, 0.0005]</td>\n",
       "      <td>[0.1365, 0.0005]</td>\n",
       "      <td>[0.0467, 0.0003]</td>\n",
       "      <td>[0.2483, 0.0007]</td>\n",
       "      <td>0.1633</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.163, 0.0004]</td>\n",
       "      <td>[0.1072, 0.0004]</td>\n",
       "      <td>[0.1008, 0.0003]</td>\n",
       "      <td>[0.0959, 0.0003]</td>\n",
       "      <td>[0.1169, 0.0005]</td>\n",
       "      <td>[0.0776, 0.0002]</td>\n",
       "      <td>[0.0885, 0.0003]</td>\n",
       "      <td>[0.0818, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.1372, 0.0005]</td>\n",
       "      <td>[0.047, 0.0003]</td>\n",
       "      <td>[0.2457, 0.0007]</td>\n",
       "      <td>0.1630</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1629, 0.0004]</td>\n",
       "      <td>[0.1061, 0.0004]</td>\n",
       "      <td>[0.1001, 0.0003]</td>\n",
       "      <td>[0.0953, 0.0003]</td>\n",
       "      <td>[0.1154, 0.0005]</td>\n",
       "      <td>[0.0772, 0.0002]</td>\n",
       "      <td>[0.0876, 0.0003]</td>\n",
       "      <td>[0.081, 0.0004]</td>\n",
       "      <td>[0.1107, 0.0005]</td>\n",
       "      <td>[0.137, 0.0005]</td>\n",
       "      <td>[0.0465, 0.0003]</td>\n",
       "      <td>[0.2474, 0.0007]</td>\n",
       "      <td>0.1629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1627, 0.0004]</td>\n",
       "      <td>[0.106, 0.0004]</td>\n",
       "      <td>[0.1, 0.0003]</td>\n",
       "      <td>[0.0952, 0.0003]</td>\n",
       "      <td>[0.1147, 0.0005]</td>\n",
       "      <td>[0.077, 0.0002]</td>\n",
       "      <td>[0.0873, 0.0003]</td>\n",
       "      <td>[0.081, 0.0004]</td>\n",
       "      <td>[0.1107, 0.0005]</td>\n",
       "      <td>[0.137, 0.0005]</td>\n",
       "      <td>[0.0461, 0.0003]</td>\n",
       "      <td>[0.2476, 0.0007]</td>\n",
       "      <td>0.1627</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1625, 0.0004]</td>\n",
       "      <td>[0.1083, 0.0004]</td>\n",
       "      <td>[0.1017, 0.0003]</td>\n",
       "      <td>[0.0966, 0.0003]</td>\n",
       "      <td>[0.1185, 0.0005]</td>\n",
       "      <td>[0.0778, 0.0002]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.0816, 0.0004]</td>\n",
       "      <td>[0.1109, 0.0005]</td>\n",
       "      <td>[0.1362, 0.0005]</td>\n",
       "      <td>[0.0472, 0.0003]</td>\n",
       "      <td>[0.2423, 0.0007]</td>\n",
       "      <td>0.1625</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1625, 0.0004]</td>\n",
       "      <td>[0.1076, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0003]</td>\n",
       "      <td>[0.0958, 0.0003]</td>\n",
       "      <td>[0.1178, 0.0005]</td>\n",
       "      <td>[0.0772, 0.0002]</td>\n",
       "      <td>[0.0884, 0.0003]</td>\n",
       "      <td>[0.0822, 0.0004]</td>\n",
       "      <td>[0.1116, 0.0005]</td>\n",
       "      <td>[0.1371, 0.0005]</td>\n",
       "      <td>[0.0474, 0.0003]</td>\n",
       "      <td>[0.2438, 0.0007]</td>\n",
       "      <td>0.1625</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1624, 0.0004]</td>\n",
       "      <td>[0.1076, 0.0004]</td>\n",
       "      <td>[0.1011, 0.0003]</td>\n",
       "      <td>[0.0961, 0.0003]</td>\n",
       "      <td>[0.1175, 0.0005]</td>\n",
       "      <td>[0.0778, 0.0002]</td>\n",
       "      <td>[0.0886, 0.0003]</td>\n",
       "      <td>[0.0812, 0.0004]</td>\n",
       "      <td>[0.1105, 0.0005]</td>\n",
       "      <td>[0.1359, 0.0005]</td>\n",
       "      <td>[0.0468, 0.0003]</td>\n",
       "      <td>[0.2437, 0.0007]</td>\n",
       "      <td>0.1624</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1624, 0.0004]</td>\n",
       "      <td>[0.1078, 0.0004]</td>\n",
       "      <td>[0.1011, 0.0003]</td>\n",
       "      <td>[0.0959, 0.0003]</td>\n",
       "      <td>[0.1182, 0.0005]</td>\n",
       "      <td>[0.0774, 0.0002]</td>\n",
       "      <td>[0.0886, 0.0003]</td>\n",
       "      <td>[0.0818, 0.0004]</td>\n",
       "      <td>[0.1111, 0.0005]</td>\n",
       "      <td>[0.1364, 0.0005]</td>\n",
       "      <td>[0.0473, 0.0003]</td>\n",
       "      <td>[0.2433, 0.0007]</td>\n",
       "      <td>0.1624</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1512, 0.0004]</td>\n",
       "      <td>[0.1012, 0.0004]</td>\n",
       "      <td>[0.0953, 0.0003]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.1098, 0.0005]</td>\n",
       "      <td>[0.0739, 0.0002]</td>\n",
       "      <td>[0.083, 0.0003]</td>\n",
       "      <td>[0.0751, 0.0004]</td>\n",
       "      <td>[0.1019, 0.0005]</td>\n",
       "      <td>[0.1253, 0.0005]</td>\n",
       "      <td>[0.043, 0.0003]</td>\n",
       "      <td>[0.2261, 0.0006]</td>\n",
       "      <td>0.1512</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.151, 0.0004]</td>\n",
       "      <td>[0.101, 0.0004]</td>\n",
       "      <td>[0.095, 0.0003]</td>\n",
       "      <td>[0.0904, 0.0003]</td>\n",
       "      <td>[0.1099, 0.0005]</td>\n",
       "      <td>[0.0737, 0.0002]</td>\n",
       "      <td>[0.0838, 0.0003]</td>\n",
       "      <td>[0.0749, 0.0004]</td>\n",
       "      <td>[0.1016, 0.0005]</td>\n",
       "      <td>[0.1246, 0.0005]</td>\n",
       "      <td>[0.0433, 0.0003]</td>\n",
       "      <td>[0.2244, 0.0006]</td>\n",
       "      <td>0.1510</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1508, 0.0004]</td>\n",
       "      <td>[0.0997, 0.0004]</td>\n",
       "      <td>[0.094, 0.0003]</td>\n",
       "      <td>[0.0895, 0.0003]</td>\n",
       "      <td>[0.1081, 0.0005]</td>\n",
       "      <td>[0.0734, 0.0002]</td>\n",
       "      <td>[0.0824, 0.0003]</td>\n",
       "      <td>[0.0745, 0.0004]</td>\n",
       "      <td>[0.1015, 0.0005]</td>\n",
       "      <td>[0.1249, 0.0005]</td>\n",
       "      <td>[0.0426, 0.0003]</td>\n",
       "      <td>[0.227, 0.0006]</td>\n",
       "      <td>0.1508</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1506, 0.0004]</td>\n",
       "      <td>[0.1034, 0.0004]</td>\n",
       "      <td>[0.0966, 0.0003]</td>\n",
       "      <td>[0.0915, 0.0003]</td>\n",
       "      <td>[0.1127, 0.0005]</td>\n",
       "      <td>[0.0739, 0.0002]</td>\n",
       "      <td>[0.0853, 0.0003]</td>\n",
       "      <td>[0.0757, 0.0004]</td>\n",
       "      <td>[0.1013, 0.0004]</td>\n",
       "      <td>[0.1237, 0.0005]</td>\n",
       "      <td>[0.0441, 0.0003]</td>\n",
       "      <td>[0.2196, 0.0006]</td>\n",
       "      <td>0.1506</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1506, 0.0004]</td>\n",
       "      <td>[0.0994, 0.0004]</td>\n",
       "      <td>[0.0937, 0.0003]</td>\n",
       "      <td>[0.0892, 0.0003]</td>\n",
       "      <td>[0.1081, 0.0005]</td>\n",
       "      <td>[0.0729, 0.0002]</td>\n",
       "      <td>[0.0816, 0.0003]</td>\n",
       "      <td>[0.0745, 0.0004]</td>\n",
       "      <td>[0.1016, 0.0005]</td>\n",
       "      <td>[0.1254, 0.0005]</td>\n",
       "      <td>[0.0425, 0.0003]</td>\n",
       "      <td>[0.2273, 0.0006]</td>\n",
       "      <td>0.1506</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1505, 0.0004]</td>\n",
       "      <td>[0.1046, 0.0004]</td>\n",
       "      <td>[0.0978, 0.0003]</td>\n",
       "      <td>[0.0924, 0.0003]</td>\n",
       "      <td>[0.1149, 0.0005]</td>\n",
       "      <td>[0.074, 0.0002]</td>\n",
       "      <td>[0.0855, 0.0003]</td>\n",
       "      <td>[0.0752, 0.0004]</td>\n",
       "      <td>[0.1011, 0.0004]</td>\n",
       "      <td>[0.1233, 0.0005]</td>\n",
       "      <td>[0.0439, 0.0003]</td>\n",
       "      <td>[0.2177, 0.0006]</td>\n",
       "      <td>0.1505</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1503, 0.0004]</td>\n",
       "      <td>[0.1012, 0.0004]</td>\n",
       "      <td>[0.0948, 0.0003]</td>\n",
       "      <td>[0.09, 0.0003]</td>\n",
       "      <td>[0.1106, 0.0005]</td>\n",
       "      <td>[0.0729, 0.0002]</td>\n",
       "      <td>[0.0828, 0.0003]</td>\n",
       "      <td>[0.075, 0.0004]</td>\n",
       "      <td>[0.1016, 0.0005]</td>\n",
       "      <td>[0.1247, 0.0005]</td>\n",
       "      <td>[0.043, 0.0003]</td>\n",
       "      <td>[0.2238, 0.0006]</td>\n",
       "      <td>0.1503</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1499, 0.0004]</td>\n",
       "      <td>[0.101, 0.0004]</td>\n",
       "      <td>[0.095, 0.0003]</td>\n",
       "      <td>[0.0901, 0.0003]</td>\n",
       "      <td>[0.1097, 0.0005]</td>\n",
       "      <td>[0.0732, 0.0002]</td>\n",
       "      <td>[0.0828, 0.0003]</td>\n",
       "      <td>[0.0754, 0.0004]</td>\n",
       "      <td>[0.1022, 0.0005]</td>\n",
       "      <td>[0.1251, 0.0005]</td>\n",
       "      <td>[0.043, 0.0003]</td>\n",
       "      <td>[0.2232, 0.0006]</td>\n",
       "      <td>0.1499</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1497, 0.0004]</td>\n",
       "      <td>[0.1043, 0.0004]</td>\n",
       "      <td>[0.0976, 0.0003]</td>\n",
       "      <td>[0.0924, 0.0003]</td>\n",
       "      <td>[0.1145, 0.0005]</td>\n",
       "      <td>[0.0741, 0.0002]</td>\n",
       "      <td>[0.0851, 0.0003]</td>\n",
       "      <td>[0.0743, 0.0004]</td>\n",
       "      <td>[0.1, 0.0004]</td>\n",
       "      <td>[0.1221, 0.0005]</td>\n",
       "      <td>[0.0434, 0.0003]</td>\n",
       "      <td>[0.2165, 0.0006]</td>\n",
       "      <td>0.1497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1497, 0.0004]</td>\n",
       "      <td>[0.0996, 0.0004]</td>\n",
       "      <td>[0.0939, 0.0003]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.1083, 0.0005]</td>\n",
       "      <td>[0.0731, 0.0002]</td>\n",
       "      <td>[0.0824, 0.0003]</td>\n",
       "      <td>[0.0741, 0.0004]</td>\n",
       "      <td>[0.1007, 0.0005]</td>\n",
       "      <td>[0.1236, 0.0005]</td>\n",
       "      <td>[0.0426, 0.0003]</td>\n",
       "      <td>[0.2243, 0.0006]</td>\n",
       "      <td>0.1497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1496, 0.0004]</td>\n",
       "      <td>[0.1015, 0.0004]</td>\n",
       "      <td>[0.0954, 0.0003]</td>\n",
       "      <td>[0.0906, 0.0003]</td>\n",
       "      <td>[0.1107, 0.0005]</td>\n",
       "      <td>[0.0738, 0.0002]</td>\n",
       "      <td>[0.0842, 0.0003]</td>\n",
       "      <td>[0.0744, 0.0004]</td>\n",
       "      <td>[0.1003, 0.0005]</td>\n",
       "      <td>[0.1226, 0.0005]</td>\n",
       "      <td>[0.0432, 0.0003]</td>\n",
       "      <td>[0.2198, 0.0006]</td>\n",
       "      <td>0.1496</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1492, 0.0004]</td>\n",
       "      <td>[0.0983, 0.0004]</td>\n",
       "      <td>[0.0926, 0.0003]</td>\n",
       "      <td>[0.0882, 0.0003]</td>\n",
       "      <td>[0.107, 0.0005]</td>\n",
       "      <td>[0.0724, 0.0002]</td>\n",
       "      <td>[0.0814, 0.0003]</td>\n",
       "      <td>[0.0735, 0.0004]</td>\n",
       "      <td>[0.0999, 0.0005]</td>\n",
       "      <td>[0.1232, 0.0005]</td>\n",
       "      <td>[0.0424, 0.0003]</td>\n",
       "      <td>[0.2247, 0.0006]</td>\n",
       "      <td>0.1492</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.149, 0.0004]</td>\n",
       "      <td>[0.1032, 0.0004]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.0913, 0.0003]</td>\n",
       "      <td>[0.113, 0.0005]</td>\n",
       "      <td>[0.0734, 0.0002]</td>\n",
       "      <td>[0.0841, 0.0003]</td>\n",
       "      <td>[0.0743, 0.0004]</td>\n",
       "      <td>[0.0999, 0.0004]</td>\n",
       "      <td>[0.1221, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.2174, 0.0006]</td>\n",
       "      <td>0.1490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1488, 0.0004]</td>\n",
       "      <td>[0.0986, 0.0004]</td>\n",
       "      <td>[0.0931, 0.0003]</td>\n",
       "      <td>[0.0887, 0.0003]</td>\n",
       "      <td>[0.1065, 0.0005]</td>\n",
       "      <td>[0.0731, 0.0002]</td>\n",
       "      <td>[0.0823, 0.0003]</td>\n",
       "      <td>[0.0735, 0.0004]</td>\n",
       "      <td>[0.0997, 0.0004]</td>\n",
       "      <td>[0.1225, 0.0005]</td>\n",
       "      <td>[0.0421, 0.0003]</td>\n",
       "      <td>[0.223, 0.0006]</td>\n",
       "      <td>0.1488</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1488, 0.0004]</td>\n",
       "      <td>[0.1032, 0.0004]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.0915, 0.0003]</td>\n",
       "      <td>[0.1129, 0.0005]</td>\n",
       "      <td>[0.0738, 0.0002]</td>\n",
       "      <td>[0.0839, 0.0003]</td>\n",
       "      <td>[0.0732, 0.0004]</td>\n",
       "      <td>[0.0989, 0.0004]</td>\n",
       "      <td>[0.1212, 0.0005]</td>\n",
       "      <td>[0.0423, 0.0003]</td>\n",
       "      <td>[0.2176, 0.0006]</td>\n",
       "      <td>0.1488</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1487, 0.0004]</td>\n",
       "      <td>[0.1014, 0.0004]</td>\n",
       "      <td>[0.0951, 0.0003]</td>\n",
       "      <td>[0.0903, 0.0003]</td>\n",
       "      <td>[0.1105, 0.0005]</td>\n",
       "      <td>[0.0731, 0.0002]</td>\n",
       "      <td>[0.0831, 0.0003]</td>\n",
       "      <td>[0.0742, 0.0004]</td>\n",
       "      <td>[0.1002, 0.0004]</td>\n",
       "      <td>[0.1226, 0.0005]</td>\n",
       "      <td>[0.0427, 0.0003]</td>\n",
       "      <td>[0.2192, 0.0006]</td>\n",
       "      <td>0.1487</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1487, 0.0004]</td>\n",
       "      <td>[0.1007, 0.0004]</td>\n",
       "      <td>[0.0947, 0.0003]</td>\n",
       "      <td>[0.0899, 0.0003]</td>\n",
       "      <td>[0.1097, 0.0005]</td>\n",
       "      <td>[0.0732, 0.0002]</td>\n",
       "      <td>[0.083, 0.0003]</td>\n",
       "      <td>[0.0738, 0.0004]</td>\n",
       "      <td>[0.0999, 0.0005]</td>\n",
       "      <td>[0.1224, 0.0005]</td>\n",
       "      <td>[0.0425, 0.0003]</td>\n",
       "      <td>[0.2198, 0.0006]</td>\n",
       "      <td>0.1487</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1487, 0.0004]</td>\n",
       "      <td>[0.0988, 0.0004]</td>\n",
       "      <td>[0.0928, 0.0003]</td>\n",
       "      <td>[0.0884, 0.0003]</td>\n",
       "      <td>[0.1077, 0.0005]</td>\n",
       "      <td>[0.0722, 0.0002]</td>\n",
       "      <td>[0.0815, 0.0003]</td>\n",
       "      <td>[0.0739, 0.0004]</td>\n",
       "      <td>[0.1002, 0.0005]</td>\n",
       "      <td>[0.1231, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.2228, 0.0006]</td>\n",
       "      <td>0.1487</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1487, 0.0004]</td>\n",
       "      <td>[0.1033, 0.0004]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.0913, 0.0003]</td>\n",
       "      <td>[0.1133, 0.0005]</td>\n",
       "      <td>[0.0734, 0.0002]</td>\n",
       "      <td>[0.0842, 0.0003]</td>\n",
       "      <td>[0.0741, 0.0004]</td>\n",
       "      <td>[0.0996, 0.0004]</td>\n",
       "      <td>[0.1215, 0.0005]</td>\n",
       "      <td>[0.0432, 0.0003]</td>\n",
       "      <td>[0.216, 0.0006]</td>\n",
       "      <td>0.1487</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1479, 0.0004]</td>\n",
       "      <td>[0.1004, 0.0004]</td>\n",
       "      <td>[0.0941, 0.0003]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.1098, 0.0005]</td>\n",
       "      <td>[0.0724, 0.0002]</td>\n",
       "      <td>[0.0824, 0.0003]</td>\n",
       "      <td>[0.0735, 0.0004]</td>\n",
       "      <td>[0.0994, 0.0004]</td>\n",
       "      <td>[0.1216, 0.0005]</td>\n",
       "      <td>[0.0427, 0.0003]</td>\n",
       "      <td>[0.2181, 0.0006]</td>\n",
       "      <td>0.1479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.147, 0.0004]</td>\n",
       "      <td>[0.1035, 0.0004]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.0911, 0.0003]</td>\n",
       "      <td>[0.1133, 0.0005]</td>\n",
       "      <td>[0.0728, 0.0002]</td>\n",
       "      <td>[0.0838, 0.0003]</td>\n",
       "      <td>[0.0748, 0.0004]</td>\n",
       "      <td>[0.1003, 0.0004]</td>\n",
       "      <td>[0.1217, 0.0005]</td>\n",
       "      <td>[0.0433, 0.0003]</td>\n",
       "      <td>[0.2117, 0.0006]</td>\n",
       "      <td>0.1470</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1469, 0.0004]</td>\n",
       "      <td>[0.1001, 0.0004]</td>\n",
       "      <td>[0.0935, 0.0003]</td>\n",
       "      <td>[0.0887, 0.0003]</td>\n",
       "      <td>[0.1103, 0.0005]</td>\n",
       "      <td>[0.0718, 0.0002]</td>\n",
       "      <td>[0.0818, 0.0003]</td>\n",
       "      <td>[0.0733, 0.0004]</td>\n",
       "      <td>[0.0985, 0.0005]</td>\n",
       "      <td>[0.1206, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.2162, 0.0006]</td>\n",
       "      <td>0.1469</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1467, 0.0004]</td>\n",
       "      <td>[0.1035, 0.0004]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.0911, 0.0003]</td>\n",
       "      <td>[0.1132, 0.0005]</td>\n",
       "      <td>[0.0729, 0.0002]</td>\n",
       "      <td>[0.0845, 0.0003]</td>\n",
       "      <td>[0.0749, 0.0004]</td>\n",
       "      <td>[0.0999, 0.0004]</td>\n",
       "      <td>[0.1211, 0.0005]</td>\n",
       "      <td>[0.0436, 0.0003]</td>\n",
       "      <td>[0.2108, 0.0006]</td>\n",
       "      <td>0.1467</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1464, 0.0004]</td>\n",
       "      <td>[0.1012, 0.0004]</td>\n",
       "      <td>[0.0949, 0.0003]</td>\n",
       "      <td>[0.0899, 0.0003]</td>\n",
       "      <td>[0.1103, 0.0005]</td>\n",
       "      <td>[0.0723, 0.0002]</td>\n",
       "      <td>[0.0833, 0.0003]</td>\n",
       "      <td>[0.0742, 0.0004]</td>\n",
       "      <td>[0.1, 0.0004]</td>\n",
       "      <td>[0.1217, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.212, 0.0006]</td>\n",
       "      <td>0.1464</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1454, 0.0004]</td>\n",
       "      <td>[0.1036, 0.0004]</td>\n",
       "      <td>[0.0964, 0.0003]</td>\n",
       "      <td>[0.091, 0.0003]</td>\n",
       "      <td>[0.1142, 0.0005]</td>\n",
       "      <td>[0.0728, 0.0002]</td>\n",
       "      <td>[0.0844, 0.0003]</td>\n",
       "      <td>[0.0731, 0.0004]</td>\n",
       "      <td>[0.0973, 0.0004]</td>\n",
       "      <td>[0.1179, 0.0005]</td>\n",
       "      <td>[0.0433, 0.0003]</td>\n",
       "      <td>[0.2065, 0.0006]</td>\n",
       "      <td>0.1454</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1449, 0.0004]</td>\n",
       "      <td>[0.1029, 0.0004]</td>\n",
       "      <td>[0.0959, 0.0003]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.113, 0.0005]</td>\n",
       "      <td>[0.0727, 0.0002]</td>\n",
       "      <td>[0.0834, 0.0003]</td>\n",
       "      <td>[0.0726, 0.0004]</td>\n",
       "      <td>[0.0969, 0.0004]</td>\n",
       "      <td>[0.1178, 0.0005]</td>\n",
       "      <td>[0.0423, 0.0003]</td>\n",
       "      <td>[0.2075, 0.0006]</td>\n",
       "      <td>0.1449</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1448, 0.0004]</td>\n",
       "      <td>[0.0992, 0.0004]</td>\n",
       "      <td>[0.0929, 0.0003]</td>\n",
       "      <td>[0.0882, 0.0003]</td>\n",
       "      <td>[0.1088, 0.0005]</td>\n",
       "      <td>[0.0715, 0.0002]</td>\n",
       "      <td>[0.0819, 0.0003]</td>\n",
       "      <td>[0.0723, 0.0004]</td>\n",
       "      <td>[0.097, 0.0004]</td>\n",
       "      <td>[0.1184, 0.0005]</td>\n",
       "      <td>[0.0427, 0.0003]</td>\n",
       "      <td>[0.2112, 0.0006]</td>\n",
       "      <td>0.1448</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1428, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0004]</td>\n",
       "      <td>[0.0942, 0.0003]</td>\n",
       "      <td>[0.089, 0.0003]</td>\n",
       "      <td>[0.1107, 0.0005]</td>\n",
       "      <td>[0.0712, 0.0002]</td>\n",
       "      <td>[0.0826, 0.0003]</td>\n",
       "      <td>[0.0726, 0.0004]</td>\n",
       "      <td>[0.0968, 0.0004]</td>\n",
       "      <td>[0.1173, 0.0005]</td>\n",
       "      <td>[0.0424, 0.0003]</td>\n",
       "      <td>[0.2046, 0.0006]</td>\n",
       "      <td>0.1428</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1424, 0.0004]</td>\n",
       "      <td>[0.0975, 0.0004]</td>\n",
       "      <td>[0.0915, 0.0003]</td>\n",
       "      <td>[0.0868, 0.0003]</td>\n",
       "      <td>[0.1065, 0.0005]</td>\n",
       "      <td>[0.0708, 0.0002]</td>\n",
       "      <td>[0.08, 0.0003]</td>\n",
       "      <td>[0.0704, 0.0004]</td>\n",
       "      <td>[0.095, 0.0004]</td>\n",
       "      <td>[0.1161, 0.0005]</td>\n",
       "      <td>[0.0407, 0.0003]</td>\n",
       "      <td>[0.2092, 0.0006]</td>\n",
       "      <td>0.1424</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1419, 0.0004]</td>\n",
       "      <td>[0.1023, 0.0004]</td>\n",
       "      <td>[0.0954, 0.0003]</td>\n",
       "      <td>[0.0901, 0.0003]</td>\n",
       "      <td>[0.1125, 0.0005]</td>\n",
       "      <td>[0.0721, 0.0002]</td>\n",
       "      <td>[0.0825, 0.0003]</td>\n",
       "      <td>[0.0705, 0.0004]</td>\n",
       "      <td>[0.094, 0.0004]</td>\n",
       "      <td>[0.1143, 0.0005]</td>\n",
       "      <td>[0.0412, 0.0003]</td>\n",
       "      <td>[0.2006, 0.0006]</td>\n",
       "      <td>0.1419</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>134 rows × 24 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   model  alpha  corruption  epoch  iteration  key_dimension  lambda  \\\n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "..   ...    ...         ...    ...        ...            ...     ...   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "3    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "3    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "3    MMP      0         0.2    300         10              5   0.001   \n",
       "\n",
       "    learning_rate  mode_dimension  rank  root              NDCG  \\\n",
       "2         0.00005               1    80   1.1  [0.1695, 0.0004]   \n",
       "2         0.00005               1    80   1.1  [0.1686, 0.0004]   \n",
       "2         0.00005               1    80   1.1   [0.168, 0.0004]   \n",
       "2         0.00005               1    60   1.1  [0.1679, 0.0004]   \n",
       "1         0.00005               1    60   1.0  [0.1676, 0.0004]   \n",
       "1         0.00005               1    80   1.0  [0.1674, 0.0004]   \n",
       "2         0.00005               1    60   1.1  [0.1673, 0.0004]   \n",
       "1         0.00005               1    60   1.0  [0.1672, 0.0004]   \n",
       "1         0.00005               1    60   1.0  [0.1672, 0.0004]   \n",
       "2         0.00005               1    60   1.1  [0.1667, 0.0004]   \n",
       "0         0.00005               1    40   0.9   [0.166, 0.0004]   \n",
       "1         0.00005               1    80   1.0  [0.1657, 0.0004]   \n",
       "0         0.00005               1    80   0.9  [0.1654, 0.0004]   \n",
       "1         0.00005               1    80   1.0   [0.165, 0.0004]   \n",
       "0         0.00005               1    60   0.9  [0.1647, 0.0004]   \n",
       "2         0.00005               1    40   1.1  [0.1645, 0.0004]   \n",
       "0         0.00005               1    80   0.9  [0.1644, 0.0004]   \n",
       "0         0.00005               1    80   0.9  [0.1643, 0.0004]   \n",
       "1         0.00005               1    40   1.0  [0.1643, 0.0004]   \n",
       "0         0.00005               1    60   0.9  [0.1643, 0.0004]   \n",
       "1         0.00005               1    40   1.0  [0.1638, 0.0004]   \n",
       "0         0.00005               1    60   0.9  [0.1637, 0.0004]   \n",
       "1         0.00005               1    40   1.0  [0.1633, 0.0004]   \n",
       "2         0.00005               2    60   1.1   [0.163, 0.0004]   \n",
       "0         0.00005               1    40   0.9  [0.1629, 0.0004]   \n",
       "0         0.00005               1    40   0.9  [0.1627, 0.0004]   \n",
       "2         0.00005               2    80   1.1  [0.1625, 0.0004]   \n",
       "2         0.00005               2    80   1.1  [0.1625, 0.0004]   \n",
       "2         0.00005               2    60   1.1  [0.1624, 0.0004]   \n",
       "2         0.00005               2    80   1.1  [0.1624, 0.0004]   \n",
       "..            ...             ...   ...   ...               ...   \n",
       "1         0.00005               5    60   1.0  [0.1512, 0.0004]   \n",
       "1         0.00005               5    60   1.0   [0.151, 0.0004]   \n",
       "0         0.00005               4    40   0.9  [0.1508, 0.0004]   \n",
       "0         0.00005               3    80   0.9  [0.1506, 0.0004]   \n",
       "0         0.00005               5    40   0.9  [0.1506, 0.0004]   \n",
       "1         0.00005               3    80   1.0  [0.1505, 0.0004]   \n",
       "0         0.00005               3    40   0.9  [0.1503, 0.0004]   \n",
       "1         0.00005               4    40   1.0  [0.1499, 0.0004]   \n",
       "1         0.00005               3    80   1.0  [0.1497, 0.0004]   \n",
       "1         0.00005               5    40   1.0  [0.1497, 0.0004]   \n",
       "1         0.00005               3    40   1.0  [0.1496, 0.0004]   \n",
       "2         0.00005               5    40   1.1  [0.1492, 0.0004]   \n",
       "0         0.00005               5    80   0.9   [0.149, 0.0004]   \n",
       "0         0.00005               5    40   0.9  [0.1488, 0.0004]   \n",
       "1         0.00005               5    80   1.0  [0.1488, 0.0004]   \n",
       "1         0.00005               5    80   1.0  [0.1487, 0.0004]   \n",
       "0         0.00005               3    40   0.9  [0.1487, 0.0004]   \n",
       "2         0.00005               5    60   1.1  [0.1487, 0.0004]   \n",
       "0         0.00005               3    60   0.9  [0.1487, 0.0004]   \n",
       "0         0.00005               4    60   0.9  [0.1479, 0.0004]   \n",
       "0         0.00005               2    60   0.9   [0.147, 0.0004]   \n",
       "2         0.00005               5    80   1.1  [0.1469, 0.0004]   \n",
       "3         0.00010               2    60   0.9  [0.1467, 0.0004]   \n",
       "0         0.00005               4    60   0.9  [0.1464, 0.0004]   \n",
       "3         0.00010               2    80   0.9  [0.1454, 0.0004]   \n",
       "0         0.00005               2    60   0.9  [0.1449, 0.0004]   \n",
       "2         0.00005               4    80   1.1  [0.1448, 0.0004]   \n",
       "0         0.00005               4    60   0.9  [0.1428, 0.0004]   \n",
       "0         0.00005               4    40   0.9  [0.1424, 0.0004]   \n",
       "3         0.00010               2    80   0.9  [0.1419, 0.0004]   \n",
       "\n",
       "        Precision@10      Precision@15      Precision@20       Precision@5  \\\n",
       "2   [0.1087, 0.0004]  [0.1025, 0.0003]  [0.0977, 0.0003]  [0.1189, 0.0005]   \n",
       "2   [0.1084, 0.0004]  [0.1021, 0.0003]  [0.0973, 0.0003]  [0.1188, 0.0005]   \n",
       "2   [0.1083, 0.0004]  [0.1021, 0.0003]  [0.0974, 0.0003]  [0.1183, 0.0005]   \n",
       "2   [0.1075, 0.0004]  [0.1015, 0.0003]  [0.0969, 0.0003]  [0.1173, 0.0005]   \n",
       "1   [0.1098, 0.0004]  [0.1033, 0.0003]  [0.0982, 0.0003]  [0.1196, 0.0005]   \n",
       "1   [0.1095, 0.0004]  [0.1033, 0.0003]  [0.0983, 0.0003]   [0.119, 0.0005]   \n",
       "2   [0.1073, 0.0004]  [0.1013, 0.0003]  [0.0968, 0.0003]  [0.1172, 0.0005]   \n",
       "1   [0.1095, 0.0004]   [0.103, 0.0003]   [0.098, 0.0003]   [0.119, 0.0005]   \n",
       "1   [0.1095, 0.0004]   [0.103, 0.0003]  [0.0979, 0.0003]   [0.119, 0.0005]   \n",
       "2   [0.1069, 0.0004]  [0.1009, 0.0003]  [0.0965, 0.0003]  [0.1168, 0.0005]   \n",
       "0   [0.1085, 0.0004]  [0.1021, 0.0003]  [0.0971, 0.0003]  [0.1181, 0.0005]   \n",
       "1   [0.1094, 0.0004]  [0.1029, 0.0003]  [0.0978, 0.0003]  [0.1188, 0.0005]   \n",
       "0   [0.1114, 0.0004]  [0.1042, 0.0003]  [0.0985, 0.0003]  [0.1223, 0.0005]   \n",
       "1   [0.1094, 0.0004]  [0.1029, 0.0003]  [0.0977, 0.0003]  [0.1188, 0.0005]   \n",
       "0   [0.1092, 0.0004]  [0.1026, 0.0003]  [0.0974, 0.0003]  [0.1188, 0.0005]   \n",
       "2   [0.1048, 0.0004]  [0.0991, 0.0003]  [0.0949, 0.0003]  [0.1141, 0.0005]   \n",
       "0   [0.1108, 0.0004]  [0.1038, 0.0003]  [0.0982, 0.0003]  [0.1213, 0.0005]   \n",
       "0   [0.1111, 0.0004]  [0.1038, 0.0003]  [0.0982, 0.0003]  [0.1219, 0.0005]   \n",
       "1   [0.1068, 0.0004]  [0.1006, 0.0003]  [0.0958, 0.0003]  [0.1164, 0.0005]   \n",
       "0   [0.1089, 0.0004]  [0.1025, 0.0003]  [0.0973, 0.0003]  [0.1182, 0.0005]   \n",
       "1   [0.1068, 0.0004]  [0.1005, 0.0003]  [0.0957, 0.0003]  [0.1159, 0.0005]   \n",
       "0   [0.1083, 0.0004]  [0.1017, 0.0003]  [0.0965, 0.0003]  [0.1177, 0.0005]   \n",
       "1   [0.1059, 0.0004]     [0.1, 0.0003]  [0.0953, 0.0003]  [0.1152, 0.0005]   \n",
       "2   [0.1072, 0.0004]  [0.1008, 0.0003]  [0.0959, 0.0003]  [0.1169, 0.0005]   \n",
       "0   [0.1061, 0.0004]  [0.1001, 0.0003]  [0.0953, 0.0003]  [0.1154, 0.0005]   \n",
       "0    [0.106, 0.0004]     [0.1, 0.0003]  [0.0952, 0.0003]  [0.1147, 0.0005]   \n",
       "2   [0.1083, 0.0004]  [0.1017, 0.0003]  [0.0966, 0.0003]  [0.1185, 0.0005]   \n",
       "2   [0.1076, 0.0004]  [0.1009, 0.0003]  [0.0958, 0.0003]  [0.1178, 0.0005]   \n",
       "2   [0.1076, 0.0004]  [0.1011, 0.0003]  [0.0961, 0.0003]  [0.1175, 0.0005]   \n",
       "2   [0.1078, 0.0004]  [0.1011, 0.0003]  [0.0959, 0.0003]  [0.1182, 0.0005]   \n",
       "..               ...               ...               ...               ...   \n",
       "1   [0.1012, 0.0004]  [0.0953, 0.0003]  [0.0907, 0.0003]  [0.1098, 0.0005]   \n",
       "1    [0.101, 0.0004]   [0.095, 0.0003]  [0.0904, 0.0003]  [0.1099, 0.0005]   \n",
       "0   [0.0997, 0.0004]   [0.094, 0.0003]  [0.0895, 0.0003]  [0.1081, 0.0005]   \n",
       "0   [0.1034, 0.0004]  [0.0966, 0.0003]  [0.0915, 0.0003]  [0.1127, 0.0005]   \n",
       "0   [0.0994, 0.0004]  [0.0937, 0.0003]  [0.0892, 0.0003]  [0.1081, 0.0005]   \n",
       "1   [0.1046, 0.0004]  [0.0978, 0.0003]  [0.0924, 0.0003]  [0.1149, 0.0005]   \n",
       "0   [0.1012, 0.0004]  [0.0948, 0.0003]    [0.09, 0.0003]  [0.1106, 0.0005]   \n",
       "1    [0.101, 0.0004]   [0.095, 0.0003]  [0.0901, 0.0003]  [0.1097, 0.0005]   \n",
       "1   [0.1043, 0.0004]  [0.0976, 0.0003]  [0.0924, 0.0003]  [0.1145, 0.0005]   \n",
       "1   [0.0996, 0.0004]  [0.0939, 0.0003]  [0.0893, 0.0003]  [0.1083, 0.0005]   \n",
       "1   [0.1015, 0.0004]  [0.0954, 0.0003]  [0.0906, 0.0003]  [0.1107, 0.0005]   \n",
       "2   [0.0983, 0.0004]  [0.0926, 0.0003]  [0.0882, 0.0003]   [0.107, 0.0005]   \n",
       "0   [0.1032, 0.0004]  [0.0965, 0.0003]  [0.0913, 0.0003]   [0.113, 0.0005]   \n",
       "0   [0.0986, 0.0004]  [0.0931, 0.0003]  [0.0887, 0.0003]  [0.1065, 0.0005]   \n",
       "1   [0.1032, 0.0004]  [0.0965, 0.0003]  [0.0915, 0.0003]  [0.1129, 0.0005]   \n",
       "1   [0.1014, 0.0004]  [0.0951, 0.0003]  [0.0903, 0.0003]  [0.1105, 0.0005]   \n",
       "0   [0.1007, 0.0004]  [0.0947, 0.0003]  [0.0899, 0.0003]  [0.1097, 0.0005]   \n",
       "2   [0.0988, 0.0004]  [0.0928, 0.0003]  [0.0884, 0.0003]  [0.1077, 0.0005]   \n",
       "0   [0.1033, 0.0004]  [0.0965, 0.0003]  [0.0913, 0.0003]  [0.1133, 0.0005]   \n",
       "0   [0.1004, 0.0004]  [0.0941, 0.0003]  [0.0893, 0.0003]  [0.1098, 0.0005]   \n",
       "0   [0.1035, 0.0004]  [0.0965, 0.0003]  [0.0911, 0.0003]  [0.1133, 0.0005]   \n",
       "2   [0.1001, 0.0004]  [0.0935, 0.0003]  [0.0887, 0.0003]  [0.1103, 0.0005]   \n",
       "3   [0.1035, 0.0004]  [0.0965, 0.0003]  [0.0911, 0.0003]  [0.1132, 0.0005]   \n",
       "0   [0.1012, 0.0004]  [0.0949, 0.0003]  [0.0899, 0.0003]  [0.1103, 0.0005]   \n",
       "3   [0.1036, 0.0004]  [0.0964, 0.0003]   [0.091, 0.0003]  [0.1142, 0.0005]   \n",
       "0   [0.1029, 0.0004]  [0.0959, 0.0003]  [0.0907, 0.0003]   [0.113, 0.0005]   \n",
       "2   [0.0992, 0.0004]  [0.0929, 0.0003]  [0.0882, 0.0003]  [0.1088, 0.0005]   \n",
       "0   [0.1009, 0.0004]  [0.0942, 0.0003]   [0.089, 0.0003]  [0.1107, 0.0005]   \n",
       "0   [0.0975, 0.0004]  [0.0915, 0.0003]  [0.0868, 0.0003]  [0.1065, 0.0005]   \n",
       "3   [0.1023, 0.0004]  [0.0954, 0.0003]  [0.0901, 0.0003]  [0.1125, 0.0005]   \n",
       "\n",
       "        Precision@50       R-Precision         Recall@10         Recall@15  \\\n",
       "2   [0.0798, 0.0002]   [0.091, 0.0003]  [0.0844, 0.0004]  [0.1149, 0.0005]   \n",
       "2   [0.0794, 0.0002]  [0.0905, 0.0003]  [0.0838, 0.0004]  [0.1142, 0.0005]   \n",
       "2   [0.0796, 0.0002]  [0.0903, 0.0003]  [0.0829, 0.0004]  [0.1132, 0.0005]   \n",
       "2   [0.0793, 0.0002]  [0.0901, 0.0003]  [0.0836, 0.0004]  [0.1137, 0.0005]   \n",
       "1   [0.0792, 0.0002]   [0.091, 0.0003]  [0.0839, 0.0004]  [0.1141, 0.0005]   \n",
       "1   [0.0796, 0.0002]   [0.091, 0.0003]  [0.0831, 0.0004]  [0.1133, 0.0005]   \n",
       "2   [0.0792, 0.0002]  [0.0894, 0.0003]  [0.0823, 0.0004]  [0.1123, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0907, 0.0003]  [0.0837, 0.0004]   [0.114, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0906, 0.0003]  [0.0835, 0.0004]  [0.1138, 0.0005]   \n",
       "2    [0.079, 0.0002]  [0.0894, 0.0003]  [0.0823, 0.0004]  [0.1121, 0.0005]   \n",
       "0   [0.0785, 0.0002]  [0.0893, 0.0003]  [0.0832, 0.0004]  [0.1133, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0907, 0.0003]  [0.0826, 0.0004]  [0.1123, 0.0005]   \n",
       "0   [0.0788, 0.0002]  [0.0913, 0.0003]  [0.0825, 0.0004]  [0.1119, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0909, 0.0003]  [0.0821, 0.0004]  [0.1114, 0.0005]   \n",
       "0   [0.0784, 0.0002]  [0.0895, 0.0003]  [0.0816, 0.0004]  [0.1116, 0.0005]   \n",
       "2   [0.0779, 0.0002]  [0.0872, 0.0003]  [0.0809, 0.0004]   [0.111, 0.0005]   \n",
       "0   [0.0787, 0.0002]  [0.0907, 0.0003]  [0.0818, 0.0004]  [0.1109, 0.0005]   \n",
       "0   [0.0785, 0.0002]  [0.0909, 0.0003]   [0.082, 0.0004]  [0.1111, 0.0005]   \n",
       "1    [0.078, 0.0002]  [0.0882, 0.0003]  [0.0816, 0.0004]   [0.111, 0.0005]   \n",
       "0   [0.0784, 0.0002]  [0.0897, 0.0003]  [0.0814, 0.0004]  [0.1114, 0.0005]   \n",
       "1   [0.0777, 0.0002]  [0.0883, 0.0003]  [0.0816, 0.0004]  [0.1111, 0.0005]   \n",
       "0   [0.0779, 0.0002]  [0.0894, 0.0003]  [0.0819, 0.0004]  [0.1114, 0.0005]   \n",
       "1   [0.0777, 0.0002]  [0.0878, 0.0003]  [0.0807, 0.0004]  [0.1103, 0.0005]   \n",
       "2   [0.0776, 0.0002]  [0.0885, 0.0003]  [0.0818, 0.0004]  [0.1114, 0.0005]   \n",
       "0   [0.0772, 0.0002]  [0.0876, 0.0003]   [0.081, 0.0004]  [0.1107, 0.0005]   \n",
       "0    [0.077, 0.0002]  [0.0873, 0.0003]   [0.081, 0.0004]  [0.1107, 0.0005]   \n",
       "2   [0.0778, 0.0002]  [0.0893, 0.0003]  [0.0816, 0.0004]  [0.1109, 0.0005]   \n",
       "2   [0.0772, 0.0002]  [0.0884, 0.0003]  [0.0822, 0.0004]  [0.1116, 0.0005]   \n",
       "2   [0.0778, 0.0002]  [0.0886, 0.0003]  [0.0812, 0.0004]  [0.1105, 0.0005]   \n",
       "2   [0.0774, 0.0002]  [0.0886, 0.0003]  [0.0818, 0.0004]  [0.1111, 0.0005]   \n",
       "..               ...               ...               ...               ...   \n",
       "1   [0.0739, 0.0002]   [0.083, 0.0003]  [0.0751, 0.0004]  [0.1019, 0.0005]   \n",
       "1   [0.0737, 0.0002]  [0.0838, 0.0003]  [0.0749, 0.0004]  [0.1016, 0.0005]   \n",
       "0   [0.0734, 0.0002]  [0.0824, 0.0003]  [0.0745, 0.0004]  [0.1015, 0.0005]   \n",
       "0   [0.0739, 0.0002]  [0.0853, 0.0003]  [0.0757, 0.0004]  [0.1013, 0.0004]   \n",
       "0   [0.0729, 0.0002]  [0.0816, 0.0003]  [0.0745, 0.0004]  [0.1016, 0.0005]   \n",
       "1    [0.074, 0.0002]  [0.0855, 0.0003]  [0.0752, 0.0004]  [0.1011, 0.0004]   \n",
       "0   [0.0729, 0.0002]  [0.0828, 0.0003]   [0.075, 0.0004]  [0.1016, 0.0005]   \n",
       "1   [0.0732, 0.0002]  [0.0828, 0.0003]  [0.0754, 0.0004]  [0.1022, 0.0005]   \n",
       "1   [0.0741, 0.0002]  [0.0851, 0.0003]  [0.0743, 0.0004]     [0.1, 0.0004]   \n",
       "1   [0.0731, 0.0002]  [0.0824, 0.0003]  [0.0741, 0.0004]  [0.1007, 0.0005]   \n",
       "1   [0.0738, 0.0002]  [0.0842, 0.0003]  [0.0744, 0.0004]  [0.1003, 0.0005]   \n",
       "2   [0.0724, 0.0002]  [0.0814, 0.0003]  [0.0735, 0.0004]  [0.0999, 0.0005]   \n",
       "0   [0.0734, 0.0002]  [0.0841, 0.0003]  [0.0743, 0.0004]  [0.0999, 0.0004]   \n",
       "0   [0.0731, 0.0002]  [0.0823, 0.0003]  [0.0735, 0.0004]  [0.0997, 0.0004]   \n",
       "1   [0.0738, 0.0002]  [0.0839, 0.0003]  [0.0732, 0.0004]  [0.0989, 0.0004]   \n",
       "1   [0.0731, 0.0002]  [0.0831, 0.0003]  [0.0742, 0.0004]  [0.1002, 0.0004]   \n",
       "0   [0.0732, 0.0002]   [0.083, 0.0003]  [0.0738, 0.0004]  [0.0999, 0.0005]   \n",
       "2   [0.0722, 0.0002]  [0.0815, 0.0003]  [0.0739, 0.0004]  [0.1002, 0.0005]   \n",
       "0   [0.0734, 0.0002]  [0.0842, 0.0003]  [0.0741, 0.0004]  [0.0996, 0.0004]   \n",
       "0   [0.0724, 0.0002]  [0.0824, 0.0003]  [0.0735, 0.0004]  [0.0994, 0.0004]   \n",
       "0   [0.0728, 0.0002]  [0.0838, 0.0003]  [0.0748, 0.0004]  [0.1003, 0.0004]   \n",
       "2   [0.0718, 0.0002]  [0.0818, 0.0003]  [0.0733, 0.0004]  [0.0985, 0.0005]   \n",
       "3   [0.0729, 0.0002]  [0.0845, 0.0003]  [0.0749, 0.0004]  [0.0999, 0.0004]   \n",
       "0   [0.0723, 0.0002]  [0.0833, 0.0003]  [0.0742, 0.0004]     [0.1, 0.0004]   \n",
       "3   [0.0728, 0.0002]  [0.0844, 0.0003]  [0.0731, 0.0004]  [0.0973, 0.0004]   \n",
       "0   [0.0727, 0.0002]  [0.0834, 0.0003]  [0.0726, 0.0004]  [0.0969, 0.0004]   \n",
       "2   [0.0715, 0.0002]  [0.0819, 0.0003]  [0.0723, 0.0004]   [0.097, 0.0004]   \n",
       "0   [0.0712, 0.0002]  [0.0826, 0.0003]  [0.0726, 0.0004]  [0.0968, 0.0004]   \n",
       "0   [0.0708, 0.0002]    [0.08, 0.0003]  [0.0704, 0.0004]   [0.095, 0.0004]   \n",
       "3   [0.0721, 0.0002]  [0.0825, 0.0003]  [0.0705, 0.0004]   [0.094, 0.0004]   \n",
       "\n",
       "           Recall@20          Recall@5         Recall@50  NDCG_Score  \n",
       "2   [0.1418, 0.0006]  [0.0492, 0.0003]  [0.2574, 0.0007]      0.1695  \n",
       "2   [0.1412, 0.0006]  [0.0489, 0.0003]  [0.2561, 0.0007]      0.1686  \n",
       "2   [0.1401, 0.0005]  [0.0483, 0.0003]  [0.2549, 0.0007]      0.1680  \n",
       "2   [0.1405, 0.0006]  [0.0486, 0.0003]  [0.2552, 0.0007]      0.1679  \n",
       "1   [0.1406, 0.0005]  [0.0484, 0.0003]  [0.2525, 0.0007]      0.1676  \n",
       "1   [0.1398, 0.0005]  [0.0479, 0.0003]  [0.2522, 0.0007]      0.1674  \n",
       "2   [0.1393, 0.0005]  [0.0479, 0.0003]  [0.2552, 0.0007]      0.1673  \n",
       "1   [0.1404, 0.0005]  [0.0482, 0.0003]  [0.2523, 0.0007]      0.1672  \n",
       "1   [0.1404, 0.0005]   [0.048, 0.0003]  [0.2523, 0.0007]      0.1672  \n",
       "2   [0.1391, 0.0006]  [0.0481, 0.0003]  [0.2541, 0.0007]      0.1667  \n",
       "0   [0.1396, 0.0005]  [0.0476, 0.0003]  [0.2514, 0.0007]      0.1660  \n",
       "1   [0.1382, 0.0005]  [0.0474, 0.0003]  [0.2486, 0.0007]      0.1657  \n",
       "0   [0.1372, 0.0005]  [0.0475, 0.0003]  [0.2452, 0.0007]      0.1654  \n",
       "1   [0.1369, 0.0005]  [0.0473, 0.0003]  [0.2466, 0.0007]      0.1650  \n",
       "0   [0.1375, 0.0005]  [0.0465, 0.0003]  [0.2475, 0.0007]      0.1647  \n",
       "2   [0.1378, 0.0006]  [0.0469, 0.0003]  [0.2525, 0.0007]      0.1645  \n",
       "0   [0.1359, 0.0005]  [0.0472, 0.0003]   [0.244, 0.0006]      0.1644  \n",
       "0    [0.136, 0.0005]  [0.0472, 0.0003]  [0.2435, 0.0006]      0.1643  \n",
       "1   [0.1371, 0.0005]  [0.0473, 0.0003]  [0.2491, 0.0007]      0.1643  \n",
       "0   [0.1372, 0.0005]  [0.0465, 0.0003]  [0.2474, 0.0007]      0.1643  \n",
       "1   [0.1373, 0.0005]   [0.047, 0.0003]  [0.2485, 0.0007]      0.1638  \n",
       "0   [0.1369, 0.0005]   [0.047, 0.0003]  [0.2453, 0.0007]      0.1637  \n",
       "1   [0.1365, 0.0005]  [0.0467, 0.0003]  [0.2483, 0.0007]      0.1633  \n",
       "2   [0.1372, 0.0005]   [0.047, 0.0003]  [0.2457, 0.0007]      0.1630  \n",
       "0    [0.137, 0.0005]  [0.0465, 0.0003]  [0.2474, 0.0007]      0.1629  \n",
       "0    [0.137, 0.0005]  [0.0461, 0.0003]  [0.2476, 0.0007]      0.1627  \n",
       "2   [0.1362, 0.0005]  [0.0472, 0.0003]  [0.2423, 0.0007]      0.1625  \n",
       "2   [0.1371, 0.0005]  [0.0474, 0.0003]  [0.2438, 0.0007]      0.1625  \n",
       "2   [0.1359, 0.0005]  [0.0468, 0.0003]  [0.2437, 0.0007]      0.1624  \n",
       "2   [0.1364, 0.0005]  [0.0473, 0.0003]  [0.2433, 0.0007]      0.1624  \n",
       "..               ...               ...               ...         ...  \n",
       "1   [0.1253, 0.0005]   [0.043, 0.0003]  [0.2261, 0.0006]      0.1512  \n",
       "1   [0.1246, 0.0005]  [0.0433, 0.0003]  [0.2244, 0.0006]      0.1510  \n",
       "0   [0.1249, 0.0005]  [0.0426, 0.0003]   [0.227, 0.0006]      0.1508  \n",
       "0   [0.1237, 0.0005]  [0.0441, 0.0003]  [0.2196, 0.0006]      0.1506  \n",
       "0   [0.1254, 0.0005]  [0.0425, 0.0003]  [0.2273, 0.0006]      0.1506  \n",
       "1   [0.1233, 0.0005]  [0.0439, 0.0003]  [0.2177, 0.0006]      0.1505  \n",
       "0   [0.1247, 0.0005]   [0.043, 0.0003]  [0.2238, 0.0006]      0.1503  \n",
       "1   [0.1251, 0.0005]   [0.043, 0.0003]  [0.2232, 0.0006]      0.1499  \n",
       "1   [0.1221, 0.0005]  [0.0434, 0.0003]  [0.2165, 0.0006]      0.1497  \n",
       "1   [0.1236, 0.0005]  [0.0426, 0.0003]  [0.2243, 0.0006]      0.1497  \n",
       "1   [0.1226, 0.0005]  [0.0432, 0.0003]  [0.2198, 0.0006]      0.1496  \n",
       "2   [0.1232, 0.0005]  [0.0424, 0.0003]  [0.2247, 0.0006]      0.1492  \n",
       "0   [0.1221, 0.0005]  [0.0429, 0.0003]  [0.2174, 0.0006]      0.1490  \n",
       "0   [0.1225, 0.0005]  [0.0421, 0.0003]   [0.223, 0.0006]      0.1488  \n",
       "1   [0.1212, 0.0005]  [0.0423, 0.0003]  [0.2176, 0.0006]      0.1488  \n",
       "1   [0.1226, 0.0005]  [0.0427, 0.0003]  [0.2192, 0.0006]      0.1487  \n",
       "0   [0.1224, 0.0005]  [0.0425, 0.0003]  [0.2198, 0.0006]      0.1487  \n",
       "2   [0.1231, 0.0005]  [0.0429, 0.0003]  [0.2228, 0.0006]      0.1487  \n",
       "0   [0.1215, 0.0005]  [0.0432, 0.0003]   [0.216, 0.0006]      0.1487  \n",
       "0   [0.1216, 0.0005]  [0.0427, 0.0003]  [0.2181, 0.0006]      0.1479  \n",
       "0   [0.1217, 0.0005]  [0.0433, 0.0003]  [0.2117, 0.0006]      0.1470  \n",
       "2   [0.1206, 0.0005]  [0.0429, 0.0003]  [0.2162, 0.0006]      0.1469  \n",
       "3   [0.1211, 0.0005]  [0.0436, 0.0003]  [0.2108, 0.0006]      0.1467  \n",
       "0   [0.1217, 0.0005]  [0.0429, 0.0003]   [0.212, 0.0006]      0.1464  \n",
       "3   [0.1179, 0.0005]  [0.0433, 0.0003]  [0.2065, 0.0006]      0.1454  \n",
       "0   [0.1178, 0.0005]  [0.0423, 0.0003]  [0.2075, 0.0006]      0.1449  \n",
       "2   [0.1184, 0.0005]  [0.0427, 0.0003]  [0.2112, 0.0006]      0.1448  \n",
       "0   [0.1173, 0.0005]  [0.0424, 0.0003]  [0.2046, 0.0006]      0.1428  \n",
       "0   [0.1161, 0.0005]  [0.0407, 0.0003]  [0.2092, 0.0006]      0.1424  \n",
       "3   [0.1143, 0.0005]  [0.0412, 0.0003]  [0.2006, 0.0006]      0.1419  \n",
       "\n",
       "[134 rows x 24 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sort_tuning_results(df=df_tuning_results, metric='NDCG')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>model</th>\n",
       "      <th>alpha</th>\n",
       "      <th>corruption</th>\n",
       "      <th>epoch</th>\n",
       "      <th>iteration</th>\n",
       "      <th>key_dimension</th>\n",
       "      <th>lambda</th>\n",
       "      <th>learning_rate</th>\n",
       "      <th>mode_dimension</th>\n",
       "      <th>rank</th>\n",
       "      <th>root</th>\n",
       "      <th>NDCG</th>\n",
       "      <th>Precision@10</th>\n",
       "      <th>Precision@15</th>\n",
       "      <th>Precision@20</th>\n",
       "      <th>Precision@5</th>\n",
       "      <th>Precision@50</th>\n",
       "      <th>R-Precision</th>\n",
       "      <th>Recall@10</th>\n",
       "      <th>Recall@15</th>\n",
       "      <th>Recall@20</th>\n",
       "      <th>Recall@5</th>\n",
       "      <th>Recall@50</th>\n",
       "      <th>NDCG_Score</th>\n",
       "      <th>Precision@10_Score</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1654, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0004]</td>\n",
       "      <td>[0.1042, 0.0003]</td>\n",
       "      <td>[0.0985, 0.0003]</td>\n",
       "      <td>[0.1223, 0.0005]</td>\n",
       "      <td>[0.0788, 0.0002]</td>\n",
       "      <td>[0.0913, 0.0003]</td>\n",
       "      <td>[0.0825, 0.0004]</td>\n",
       "      <td>[0.1119, 0.0005]</td>\n",
       "      <td>[0.1372, 0.0005]</td>\n",
       "      <td>[0.0475, 0.0003]</td>\n",
       "      <td>[0.2452, 0.0007]</td>\n",
       "      <td>0.1654</td>\n",
       "      <td>0.1114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1643, 0.0004]</td>\n",
       "      <td>[0.1111, 0.0004]</td>\n",
       "      <td>[0.1038, 0.0003]</td>\n",
       "      <td>[0.0982, 0.0003]</td>\n",
       "      <td>[0.1219, 0.0005]</td>\n",
       "      <td>[0.0785, 0.0002]</td>\n",
       "      <td>[0.0909, 0.0003]</td>\n",
       "      <td>[0.082, 0.0004]</td>\n",
       "      <td>[0.1111, 0.0005]</td>\n",
       "      <td>[0.136, 0.0005]</td>\n",
       "      <td>[0.0472, 0.0003]</td>\n",
       "      <td>[0.2435, 0.0006]</td>\n",
       "      <td>0.1643</td>\n",
       "      <td>0.1111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1644, 0.0004]</td>\n",
       "      <td>[0.1108, 0.0004]</td>\n",
       "      <td>[0.1038, 0.0003]</td>\n",
       "      <td>[0.0982, 0.0003]</td>\n",
       "      <td>[0.1213, 0.0005]</td>\n",
       "      <td>[0.0787, 0.0002]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.0818, 0.0004]</td>\n",
       "      <td>[0.1109, 0.0005]</td>\n",
       "      <td>[0.1359, 0.0005]</td>\n",
       "      <td>[0.0472, 0.0003]</td>\n",
       "      <td>[0.244, 0.0006]</td>\n",
       "      <td>0.1644</td>\n",
       "      <td>0.1108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1676, 0.0004]</td>\n",
       "      <td>[0.1098, 0.0004]</td>\n",
       "      <td>[0.1033, 0.0003]</td>\n",
       "      <td>[0.0982, 0.0003]</td>\n",
       "      <td>[0.1196, 0.0005]</td>\n",
       "      <td>[0.0792, 0.0002]</td>\n",
       "      <td>[0.091, 0.0003]</td>\n",
       "      <td>[0.0839, 0.0004]</td>\n",
       "      <td>[0.1141, 0.0005]</td>\n",
       "      <td>[0.1406, 0.0005]</td>\n",
       "      <td>[0.0484, 0.0003]</td>\n",
       "      <td>[0.2525, 0.0007]</td>\n",
       "      <td>0.1676</td>\n",
       "      <td>0.1098</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1672, 0.0004]</td>\n",
       "      <td>[0.1095, 0.0004]</td>\n",
       "      <td>[0.103, 0.0003]</td>\n",
       "      <td>[0.098, 0.0003]</td>\n",
       "      <td>[0.119, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.0837, 0.0004]</td>\n",
       "      <td>[0.114, 0.0005]</td>\n",
       "      <td>[0.1404, 0.0005]</td>\n",
       "      <td>[0.0482, 0.0003]</td>\n",
       "      <td>[0.2523, 0.0007]</td>\n",
       "      <td>0.1672</td>\n",
       "      <td>0.1095</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1674, 0.0004]</td>\n",
       "      <td>[0.1095, 0.0004]</td>\n",
       "      <td>[0.1033, 0.0003]</td>\n",
       "      <td>[0.0983, 0.0003]</td>\n",
       "      <td>[0.119, 0.0005]</td>\n",
       "      <td>[0.0796, 0.0002]</td>\n",
       "      <td>[0.091, 0.0003]</td>\n",
       "      <td>[0.0831, 0.0004]</td>\n",
       "      <td>[0.1133, 0.0005]</td>\n",
       "      <td>[0.1398, 0.0005]</td>\n",
       "      <td>[0.0479, 0.0003]</td>\n",
       "      <td>[0.2522, 0.0007]</td>\n",
       "      <td>0.1674</td>\n",
       "      <td>0.1095</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1672, 0.0004]</td>\n",
       "      <td>[0.1095, 0.0004]</td>\n",
       "      <td>[0.103, 0.0003]</td>\n",
       "      <td>[0.0979, 0.0003]</td>\n",
       "      <td>[0.119, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0906, 0.0003]</td>\n",
       "      <td>[0.0835, 0.0004]</td>\n",
       "      <td>[0.1138, 0.0005]</td>\n",
       "      <td>[0.1404, 0.0005]</td>\n",
       "      <td>[0.048, 0.0003]</td>\n",
       "      <td>[0.2523, 0.0007]</td>\n",
       "      <td>0.1672</td>\n",
       "      <td>0.1095</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1657, 0.0004]</td>\n",
       "      <td>[0.1094, 0.0004]</td>\n",
       "      <td>[0.1029, 0.0003]</td>\n",
       "      <td>[0.0978, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.0826, 0.0004]</td>\n",
       "      <td>[0.1123, 0.0005]</td>\n",
       "      <td>[0.1382, 0.0005]</td>\n",
       "      <td>[0.0474, 0.0003]</td>\n",
       "      <td>[0.2486, 0.0007]</td>\n",
       "      <td>0.1657</td>\n",
       "      <td>0.1094</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.165, 0.0004]</td>\n",
       "      <td>[0.1094, 0.0004]</td>\n",
       "      <td>[0.1029, 0.0003]</td>\n",
       "      <td>[0.0977, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0909, 0.0003]</td>\n",
       "      <td>[0.0821, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.1369, 0.0005]</td>\n",
       "      <td>[0.0473, 0.0003]</td>\n",
       "      <td>[0.2466, 0.0007]</td>\n",
       "      <td>0.1650</td>\n",
       "      <td>0.1094</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1647, 0.0004]</td>\n",
       "      <td>[0.1092, 0.0004]</td>\n",
       "      <td>[0.1026, 0.0003]</td>\n",
       "      <td>[0.0974, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.0784, 0.0002]</td>\n",
       "      <td>[0.0895, 0.0003]</td>\n",
       "      <td>[0.0816, 0.0004]</td>\n",
       "      <td>[0.1116, 0.0005]</td>\n",
       "      <td>[0.1375, 0.0005]</td>\n",
       "      <td>[0.0465, 0.0003]</td>\n",
       "      <td>[0.2475, 0.0007]</td>\n",
       "      <td>0.1647</td>\n",
       "      <td>0.1092</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1643, 0.0004]</td>\n",
       "      <td>[0.1089, 0.0004]</td>\n",
       "      <td>[0.1025, 0.0003]</td>\n",
       "      <td>[0.0973, 0.0003]</td>\n",
       "      <td>[0.1182, 0.0005]</td>\n",
       "      <td>[0.0784, 0.0002]</td>\n",
       "      <td>[0.0897, 0.0003]</td>\n",
       "      <td>[0.0814, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.1372, 0.0005]</td>\n",
       "      <td>[0.0465, 0.0003]</td>\n",
       "      <td>[0.2474, 0.0007]</td>\n",
       "      <td>0.1643</td>\n",
       "      <td>0.1089</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1695, 0.0004]</td>\n",
       "      <td>[0.1087, 0.0004]</td>\n",
       "      <td>[0.1025, 0.0003]</td>\n",
       "      <td>[0.0977, 0.0003]</td>\n",
       "      <td>[0.1189, 0.0005]</td>\n",
       "      <td>[0.0798, 0.0002]</td>\n",
       "      <td>[0.091, 0.0003]</td>\n",
       "      <td>[0.0844, 0.0004]</td>\n",
       "      <td>[0.1149, 0.0005]</td>\n",
       "      <td>[0.1418, 0.0006]</td>\n",
       "      <td>[0.0492, 0.0003]</td>\n",
       "      <td>[0.2574, 0.0007]</td>\n",
       "      <td>0.1695</td>\n",
       "      <td>0.1087</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.161, 0.0004]</td>\n",
       "      <td>[0.1086, 0.0004]</td>\n",
       "      <td>[0.1016, 0.0003]</td>\n",
       "      <td>[0.0962, 0.0003]</td>\n",
       "      <td>[0.1187, 0.0005]</td>\n",
       "      <td>[0.0773, 0.0002]</td>\n",
       "      <td>[0.0896, 0.0003]</td>\n",
       "      <td>[0.0813, 0.0004]</td>\n",
       "      <td>[0.1096, 0.0005]</td>\n",
       "      <td>[0.1341, 0.0005]</td>\n",
       "      <td>[0.0469, 0.0003]</td>\n",
       "      <td>[0.2377, 0.0006]</td>\n",
       "      <td>0.1610</td>\n",
       "      <td>0.1086</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.166, 0.0004]</td>\n",
       "      <td>[0.1085, 0.0004]</td>\n",
       "      <td>[0.1021, 0.0003]</td>\n",
       "      <td>[0.0971, 0.0003]</td>\n",
       "      <td>[0.1181, 0.0005]</td>\n",
       "      <td>[0.0785, 0.0002]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.0832, 0.0004]</td>\n",
       "      <td>[0.1133, 0.0005]</td>\n",
       "      <td>[0.1396, 0.0005]</td>\n",
       "      <td>[0.0476, 0.0003]</td>\n",
       "      <td>[0.2514, 0.0007]</td>\n",
       "      <td>0.1660</td>\n",
       "      <td>0.1085</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1686, 0.0004]</td>\n",
       "      <td>[0.1084, 0.0004]</td>\n",
       "      <td>[0.1021, 0.0003]</td>\n",
       "      <td>[0.0973, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.0794, 0.0002]</td>\n",
       "      <td>[0.0905, 0.0003]</td>\n",
       "      <td>[0.0838, 0.0004]</td>\n",
       "      <td>[0.1142, 0.0005]</td>\n",
       "      <td>[0.1412, 0.0006]</td>\n",
       "      <td>[0.0489, 0.0003]</td>\n",
       "      <td>[0.2561, 0.0007]</td>\n",
       "      <td>0.1686</td>\n",
       "      <td>0.1084</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1637, 0.0004]</td>\n",
       "      <td>[0.1083, 0.0004]</td>\n",
       "      <td>[0.1017, 0.0003]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.1177, 0.0005]</td>\n",
       "      <td>[0.0779, 0.0002]</td>\n",
       "      <td>[0.0894, 0.0003]</td>\n",
       "      <td>[0.0819, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.1369, 0.0005]</td>\n",
       "      <td>[0.047, 0.0003]</td>\n",
       "      <td>[0.2453, 0.0007]</td>\n",
       "      <td>0.1637</td>\n",
       "      <td>0.1083</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1625, 0.0004]</td>\n",
       "      <td>[0.1083, 0.0004]</td>\n",
       "      <td>[0.1017, 0.0003]</td>\n",
       "      <td>[0.0966, 0.0003]</td>\n",
       "      <td>[0.1185, 0.0005]</td>\n",
       "      <td>[0.0778, 0.0002]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.0816, 0.0004]</td>\n",
       "      <td>[0.1109, 0.0005]</td>\n",
       "      <td>[0.1362, 0.0005]</td>\n",
       "      <td>[0.0472, 0.0003]</td>\n",
       "      <td>[0.2423, 0.0007]</td>\n",
       "      <td>0.1625</td>\n",
       "      <td>0.1083</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.168, 0.0004]</td>\n",
       "      <td>[0.1083, 0.0004]</td>\n",
       "      <td>[0.1021, 0.0003]</td>\n",
       "      <td>[0.0974, 0.0003]</td>\n",
       "      <td>[0.1183, 0.0005]</td>\n",
       "      <td>[0.0796, 0.0002]</td>\n",
       "      <td>[0.0903, 0.0003]</td>\n",
       "      <td>[0.0829, 0.0004]</td>\n",
       "      <td>[0.1132, 0.0005]</td>\n",
       "      <td>[0.1401, 0.0005]</td>\n",
       "      <td>[0.0483, 0.0003]</td>\n",
       "      <td>[0.2549, 0.0007]</td>\n",
       "      <td>0.1680</td>\n",
       "      <td>0.1083</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1592, 0.0004]</td>\n",
       "      <td>[0.1079, 0.0004]</td>\n",
       "      <td>[0.101, 0.0003]</td>\n",
       "      <td>[0.0957, 0.0003]</td>\n",
       "      <td>[0.1182, 0.0005]</td>\n",
       "      <td>[0.0768, 0.0002]</td>\n",
       "      <td>[0.0888, 0.0003]</td>\n",
       "      <td>[0.0804, 0.0004]</td>\n",
       "      <td>[0.1085, 0.0005]</td>\n",
       "      <td>[0.1327, 0.0005]</td>\n",
       "      <td>[0.0466, 0.0003]</td>\n",
       "      <td>[0.2346, 0.0006]</td>\n",
       "      <td>0.1592</td>\n",
       "      <td>0.1079</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1607, 0.0004]</td>\n",
       "      <td>[0.1078, 0.0004]</td>\n",
       "      <td>[0.101, 0.0003]</td>\n",
       "      <td>[0.0958, 0.0003]</td>\n",
       "      <td>[0.1179, 0.0005]</td>\n",
       "      <td>[0.0771, 0.0002]</td>\n",
       "      <td>[0.0888, 0.0003]</td>\n",
       "      <td>[0.081, 0.0004]</td>\n",
       "      <td>[0.1097, 0.0005]</td>\n",
       "      <td>[0.1344, 0.0005]</td>\n",
       "      <td>[0.0467, 0.0003]</td>\n",
       "      <td>[0.2389, 0.0007]</td>\n",
       "      <td>0.1607</td>\n",
       "      <td>0.1078</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1587, 0.0004]</td>\n",
       "      <td>[0.1078, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0003]</td>\n",
       "      <td>[0.0956, 0.0003]</td>\n",
       "      <td>[0.1181, 0.0005]</td>\n",
       "      <td>[0.0767, 0.0002]</td>\n",
       "      <td>[0.0888, 0.0003]</td>\n",
       "      <td>[0.0803, 0.0004]</td>\n",
       "      <td>[0.1082, 0.0005]</td>\n",
       "      <td>[0.1323, 0.0005]</td>\n",
       "      <td>[0.0464, 0.0003]</td>\n",
       "      <td>[0.2334, 0.0006]</td>\n",
       "      <td>0.1587</td>\n",
       "      <td>0.1078</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1624, 0.0004]</td>\n",
       "      <td>[0.1078, 0.0004]</td>\n",
       "      <td>[0.1011, 0.0003]</td>\n",
       "      <td>[0.0959, 0.0003]</td>\n",
       "      <td>[0.1182, 0.0005]</td>\n",
       "      <td>[0.0774, 0.0002]</td>\n",
       "      <td>[0.0886, 0.0003]</td>\n",
       "      <td>[0.0818, 0.0004]</td>\n",
       "      <td>[0.1111, 0.0005]</td>\n",
       "      <td>[0.1364, 0.0005]</td>\n",
       "      <td>[0.0473, 0.0003]</td>\n",
       "      <td>[0.2433, 0.0007]</td>\n",
       "      <td>0.1624</td>\n",
       "      <td>0.1078</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.157, 0.0004]</td>\n",
       "      <td>[0.1077, 0.0004]</td>\n",
       "      <td>[0.1007, 0.0003]</td>\n",
       "      <td>[0.0952, 0.0003]</td>\n",
       "      <td>[0.1181, 0.0005]</td>\n",
       "      <td>[0.0761, 0.0002]</td>\n",
       "      <td>[0.0887, 0.0003]</td>\n",
       "      <td>[0.0794, 0.0004]</td>\n",
       "      <td>[0.1069, 0.0005]</td>\n",
       "      <td>[0.1302, 0.0005]</td>\n",
       "      <td>[0.0461, 0.0003]</td>\n",
       "      <td>[0.229, 0.0006]</td>\n",
       "      <td>0.1570</td>\n",
       "      <td>0.1077</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1587, 0.0004]</td>\n",
       "      <td>[0.1077, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0003]</td>\n",
       "      <td>[0.0956, 0.0003]</td>\n",
       "      <td>[0.1177, 0.0005]</td>\n",
       "      <td>[0.0767, 0.0002]</td>\n",
       "      <td>[0.0888, 0.0003]</td>\n",
       "      <td>[0.0802, 0.0004]</td>\n",
       "      <td>[0.1084, 0.0005]</td>\n",
       "      <td>[0.1324, 0.0005]</td>\n",
       "      <td>[0.0465, 0.0003]</td>\n",
       "      <td>[0.2332, 0.0006]</td>\n",
       "      <td>0.1587</td>\n",
       "      <td>0.1077</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1624, 0.0004]</td>\n",
       "      <td>[0.1076, 0.0004]</td>\n",
       "      <td>[0.1011, 0.0003]</td>\n",
       "      <td>[0.0961, 0.0003]</td>\n",
       "      <td>[0.1175, 0.0005]</td>\n",
       "      <td>[0.0778, 0.0002]</td>\n",
       "      <td>[0.0886, 0.0003]</td>\n",
       "      <td>[0.0812, 0.0004]</td>\n",
       "      <td>[0.1105, 0.0005]</td>\n",
       "      <td>[0.1359, 0.0005]</td>\n",
       "      <td>[0.0468, 0.0003]</td>\n",
       "      <td>[0.2437, 0.0007]</td>\n",
       "      <td>0.1624</td>\n",
       "      <td>0.1076</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1625, 0.0004]</td>\n",
       "      <td>[0.1076, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0003]</td>\n",
       "      <td>[0.0958, 0.0003]</td>\n",
       "      <td>[0.1178, 0.0005]</td>\n",
       "      <td>[0.0772, 0.0002]</td>\n",
       "      <td>[0.0884, 0.0003]</td>\n",
       "      <td>[0.0822, 0.0004]</td>\n",
       "      <td>[0.1116, 0.0005]</td>\n",
       "      <td>[0.1371, 0.0005]</td>\n",
       "      <td>[0.0474, 0.0003]</td>\n",
       "      <td>[0.2438, 0.0007]</td>\n",
       "      <td>0.1625</td>\n",
       "      <td>0.1076</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1595, 0.0004]</td>\n",
       "      <td>[0.1075, 0.0004]</td>\n",
       "      <td>[0.1008, 0.0003]</td>\n",
       "      <td>[0.0955, 0.0003]</td>\n",
       "      <td>[0.1176, 0.0005]</td>\n",
       "      <td>[0.0768, 0.0002]</td>\n",
       "      <td>[0.0885, 0.0003]</td>\n",
       "      <td>[0.0805, 0.0004]</td>\n",
       "      <td>[0.1089, 0.0005]</td>\n",
       "      <td>[0.1332, 0.0005]</td>\n",
       "      <td>[0.0464, 0.0003]</td>\n",
       "      <td>[0.2361, 0.0006]</td>\n",
       "      <td>0.1595</td>\n",
       "      <td>0.1075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1679, 0.0004]</td>\n",
       "      <td>[0.1075, 0.0004]</td>\n",
       "      <td>[0.1015, 0.0003]</td>\n",
       "      <td>[0.0969, 0.0003]</td>\n",
       "      <td>[0.1173, 0.0005]</td>\n",
       "      <td>[0.0793, 0.0002]</td>\n",
       "      <td>[0.0901, 0.0003]</td>\n",
       "      <td>[0.0836, 0.0004]</td>\n",
       "      <td>[0.1137, 0.0005]</td>\n",
       "      <td>[0.1405, 0.0006]</td>\n",
       "      <td>[0.0486, 0.0003]</td>\n",
       "      <td>[0.2552, 0.0007]</td>\n",
       "      <td>0.1679</td>\n",
       "      <td>0.1075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.156, 0.0004]</td>\n",
       "      <td>[0.1074, 0.0004]</td>\n",
       "      <td>[0.1002, 0.0003]</td>\n",
       "      <td>[0.0948, 0.0003]</td>\n",
       "      <td>[0.1176, 0.0005]</td>\n",
       "      <td>[0.076, 0.0002]</td>\n",
       "      <td>[0.0881, 0.0003]</td>\n",
       "      <td>[0.0792, 0.0004]</td>\n",
       "      <td>[0.1061, 0.0005]</td>\n",
       "      <td>[0.1294, 0.0005]</td>\n",
       "      <td>[0.0459, 0.0003]</td>\n",
       "      <td>[0.2277, 0.0006]</td>\n",
       "      <td>0.1560</td>\n",
       "      <td>0.1074</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1564, 0.0004]</td>\n",
       "      <td>[0.1073, 0.0004]</td>\n",
       "      <td>[0.1003, 0.0003]</td>\n",
       "      <td>[0.0949, 0.0003]</td>\n",
       "      <td>[0.1175, 0.0005]</td>\n",
       "      <td>[0.076, 0.0002]</td>\n",
       "      <td>[0.0882, 0.0003]</td>\n",
       "      <td>[0.0791, 0.0004]</td>\n",
       "      <td>[0.1065, 0.0005]</td>\n",
       "      <td>[0.1298, 0.0005]</td>\n",
       "      <td>[0.0459, 0.0003]</td>\n",
       "      <td>[0.2285, 0.0006]</td>\n",
       "      <td>0.1564</td>\n",
       "      <td>0.1073</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1513, 0.0004]</td>\n",
       "      <td>[0.1022, 0.0004]</td>\n",
       "      <td>[0.0958, 0.0003]</td>\n",
       "      <td>[0.0909, 0.0003]</td>\n",
       "      <td>[0.1124, 0.0005]</td>\n",
       "      <td>[0.0738, 0.0002]</td>\n",
       "      <td>[0.0834, 0.0003]</td>\n",
       "      <td>[0.0744, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0005]</td>\n",
       "      <td>[0.124, 0.0005]</td>\n",
       "      <td>[0.0432, 0.0003]</td>\n",
       "      <td>[0.2239, 0.0006]</td>\n",
       "      <td>0.1513</td>\n",
       "      <td>0.1022</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1516, 0.0004]</td>\n",
       "      <td>[0.102, 0.0004]</td>\n",
       "      <td>[0.0958, 0.0003]</td>\n",
       "      <td>[0.091, 0.0003]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.0739, 0.0002]</td>\n",
       "      <td>[0.0846, 0.0003]</td>\n",
       "      <td>[0.0755, 0.0004]</td>\n",
       "      <td>[0.102, 0.0005]</td>\n",
       "      <td>[0.125, 0.0005]</td>\n",
       "      <td>[0.0439, 0.0003]</td>\n",
       "      <td>[0.2236, 0.0006]</td>\n",
       "      <td>0.1516</td>\n",
       "      <td>0.1020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1526, 0.0004]</td>\n",
       "      <td>[0.1019, 0.0004]</td>\n",
       "      <td>[0.0957, 0.0003]</td>\n",
       "      <td>[0.0909, 0.0003]</td>\n",
       "      <td>[0.1113, 0.0005]</td>\n",
       "      <td>[0.0735, 0.0002]</td>\n",
       "      <td>[0.0831, 0.0003]</td>\n",
       "      <td>[0.076, 0.0004]</td>\n",
       "      <td>[0.1036, 0.0005]</td>\n",
       "      <td>[0.1274, 0.0005]</td>\n",
       "      <td>[0.0435, 0.0003]</td>\n",
       "      <td>[0.2286, 0.0006]</td>\n",
       "      <td>0.1526</td>\n",
       "      <td>0.1019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1496, 0.0004]</td>\n",
       "      <td>[0.1015, 0.0004]</td>\n",
       "      <td>[0.0954, 0.0003]</td>\n",
       "      <td>[0.0906, 0.0003]</td>\n",
       "      <td>[0.1107, 0.0005]</td>\n",
       "      <td>[0.0738, 0.0002]</td>\n",
       "      <td>[0.0842, 0.0003]</td>\n",
       "      <td>[0.0744, 0.0004]</td>\n",
       "      <td>[0.1003, 0.0005]</td>\n",
       "      <td>[0.1226, 0.0005]</td>\n",
       "      <td>[0.0432, 0.0003]</td>\n",
       "      <td>[0.2198, 0.0006]</td>\n",
       "      <td>0.1496</td>\n",
       "      <td>0.1015</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1487, 0.0004]</td>\n",
       "      <td>[0.1014, 0.0004]</td>\n",
       "      <td>[0.0951, 0.0003]</td>\n",
       "      <td>[0.0903, 0.0003]</td>\n",
       "      <td>[0.1105, 0.0005]</td>\n",
       "      <td>[0.0731, 0.0002]</td>\n",
       "      <td>[0.0831, 0.0003]</td>\n",
       "      <td>[0.0742, 0.0004]</td>\n",
       "      <td>[0.1002, 0.0004]</td>\n",
       "      <td>[0.1226, 0.0005]</td>\n",
       "      <td>[0.0427, 0.0003]</td>\n",
       "      <td>[0.2192, 0.0006]</td>\n",
       "      <td>0.1487</td>\n",
       "      <td>0.1014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1512, 0.0004]</td>\n",
       "      <td>[0.1012, 0.0004]</td>\n",
       "      <td>[0.0953, 0.0003]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.1098, 0.0005]</td>\n",
       "      <td>[0.0739, 0.0002]</td>\n",
       "      <td>[0.083, 0.0003]</td>\n",
       "      <td>[0.0751, 0.0004]</td>\n",
       "      <td>[0.1019, 0.0005]</td>\n",
       "      <td>[0.1253, 0.0005]</td>\n",
       "      <td>[0.043, 0.0003]</td>\n",
       "      <td>[0.2261, 0.0006]</td>\n",
       "      <td>0.1512</td>\n",
       "      <td>0.1012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1503, 0.0004]</td>\n",
       "      <td>[0.1012, 0.0004]</td>\n",
       "      <td>[0.0948, 0.0003]</td>\n",
       "      <td>[0.09, 0.0003]</td>\n",
       "      <td>[0.1106, 0.0005]</td>\n",
       "      <td>[0.0729, 0.0002]</td>\n",
       "      <td>[0.0828, 0.0003]</td>\n",
       "      <td>[0.075, 0.0004]</td>\n",
       "      <td>[0.1016, 0.0005]</td>\n",
       "      <td>[0.1247, 0.0005]</td>\n",
       "      <td>[0.043, 0.0003]</td>\n",
       "      <td>[0.2238, 0.0006]</td>\n",
       "      <td>0.1503</td>\n",
       "      <td>0.1012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1464, 0.0004]</td>\n",
       "      <td>[0.1012, 0.0004]</td>\n",
       "      <td>[0.0949, 0.0003]</td>\n",
       "      <td>[0.0899, 0.0003]</td>\n",
       "      <td>[0.1103, 0.0005]</td>\n",
       "      <td>[0.0723, 0.0002]</td>\n",
       "      <td>[0.0833, 0.0003]</td>\n",
       "      <td>[0.0742, 0.0004]</td>\n",
       "      <td>[0.1, 0.0004]</td>\n",
       "      <td>[0.1217, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.212, 0.0006]</td>\n",
       "      <td>0.1464</td>\n",
       "      <td>0.1012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1531, 0.0004]</td>\n",
       "      <td>[0.1012, 0.0004]</td>\n",
       "      <td>[0.0953, 0.0003]</td>\n",
       "      <td>[0.0906, 0.0003]</td>\n",
       "      <td>[0.1104, 0.0005]</td>\n",
       "      <td>[0.074, 0.0002]</td>\n",
       "      <td>[0.0826, 0.0003]</td>\n",
       "      <td>[0.076, 0.0004]</td>\n",
       "      <td>[0.1036, 0.0005]</td>\n",
       "      <td>[0.1274, 0.0005]</td>\n",
       "      <td>[0.0435, 0.0003]</td>\n",
       "      <td>[0.2313, 0.0007]</td>\n",
       "      <td>0.1531</td>\n",
       "      <td>0.1012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.158, 0.0004]</td>\n",
       "      <td>[0.1011, 0.0004]</td>\n",
       "      <td>[0.0956, 0.0003]</td>\n",
       "      <td>[0.0913, 0.0003]</td>\n",
       "      <td>[0.1099, 0.0005]</td>\n",
       "      <td>[0.0753, 0.0002]</td>\n",
       "      <td>[0.0835, 0.0003]</td>\n",
       "      <td>[0.077, 0.0004]</td>\n",
       "      <td>[0.1061, 0.0005]</td>\n",
       "      <td>[0.1319, 0.0005]</td>\n",
       "      <td>[0.0438, 0.0003]</td>\n",
       "      <td>[0.2441, 0.0007]</td>\n",
       "      <td>0.1580</td>\n",
       "      <td>0.1011</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.151, 0.0004]</td>\n",
       "      <td>[0.101, 0.0004]</td>\n",
       "      <td>[0.095, 0.0003]</td>\n",
       "      <td>[0.0904, 0.0003]</td>\n",
       "      <td>[0.1099, 0.0005]</td>\n",
       "      <td>[0.0737, 0.0002]</td>\n",
       "      <td>[0.0838, 0.0003]</td>\n",
       "      <td>[0.0749, 0.0004]</td>\n",
       "      <td>[0.1016, 0.0005]</td>\n",
       "      <td>[0.1246, 0.0005]</td>\n",
       "      <td>[0.0433, 0.0003]</td>\n",
       "      <td>[0.2244, 0.0006]</td>\n",
       "      <td>0.1510</td>\n",
       "      <td>0.1010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1524, 0.0004]</td>\n",
       "      <td>[0.101, 0.0004]</td>\n",
       "      <td>[0.0949, 0.0003]</td>\n",
       "      <td>[0.0903, 0.0003]</td>\n",
       "      <td>[0.1106, 0.0005]</td>\n",
       "      <td>[0.0736, 0.0002]</td>\n",
       "      <td>[0.0831, 0.0003]</td>\n",
       "      <td>[0.0758, 0.0004]</td>\n",
       "      <td>[0.1027, 0.0005]</td>\n",
       "      <td>[0.1263, 0.0005]</td>\n",
       "      <td>[0.044, 0.0003]</td>\n",
       "      <td>[0.2286, 0.0006]</td>\n",
       "      <td>0.1524</td>\n",
       "      <td>0.1010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1499, 0.0004]</td>\n",
       "      <td>[0.101, 0.0004]</td>\n",
       "      <td>[0.095, 0.0003]</td>\n",
       "      <td>[0.0901, 0.0003]</td>\n",
       "      <td>[0.1097, 0.0005]</td>\n",
       "      <td>[0.0732, 0.0002]</td>\n",
       "      <td>[0.0828, 0.0003]</td>\n",
       "      <td>[0.0754, 0.0004]</td>\n",
       "      <td>[0.1022, 0.0005]</td>\n",
       "      <td>[0.1251, 0.0005]</td>\n",
       "      <td>[0.043, 0.0003]</td>\n",
       "      <td>[0.2232, 0.0006]</td>\n",
       "      <td>0.1499</td>\n",
       "      <td>0.1010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1428, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0004]</td>\n",
       "      <td>[0.0942, 0.0003]</td>\n",
       "      <td>[0.089, 0.0003]</td>\n",
       "      <td>[0.1107, 0.0005]</td>\n",
       "      <td>[0.0712, 0.0002]</td>\n",
       "      <td>[0.0826, 0.0003]</td>\n",
       "      <td>[0.0726, 0.0004]</td>\n",
       "      <td>[0.0968, 0.0004]</td>\n",
       "      <td>[0.1173, 0.0005]</td>\n",
       "      <td>[0.0424, 0.0003]</td>\n",
       "      <td>[0.2046, 0.0006]</td>\n",
       "      <td>0.1428</td>\n",
       "      <td>0.1009</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1517, 0.0004]</td>\n",
       "      <td>[0.1008, 0.0004]</td>\n",
       "      <td>[0.095, 0.0003]</td>\n",
       "      <td>[0.0904, 0.0003]</td>\n",
       "      <td>[0.1096, 0.0005]</td>\n",
       "      <td>[0.0741, 0.0002]</td>\n",
       "      <td>[0.0831, 0.0003]</td>\n",
       "      <td>[0.0744, 0.0004]</td>\n",
       "      <td>[0.1015, 0.0005]</td>\n",
       "      <td>[0.125, 0.0005]</td>\n",
       "      <td>[0.0427, 0.0003]</td>\n",
       "      <td>[0.2276, 0.0006]</td>\n",
       "      <td>0.1517</td>\n",
       "      <td>0.1008</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1487, 0.0004]</td>\n",
       "      <td>[0.1007, 0.0004]</td>\n",
       "      <td>[0.0947, 0.0003]</td>\n",
       "      <td>[0.0899, 0.0003]</td>\n",
       "      <td>[0.1097, 0.0005]</td>\n",
       "      <td>[0.0732, 0.0002]</td>\n",
       "      <td>[0.083, 0.0003]</td>\n",
       "      <td>[0.0738, 0.0004]</td>\n",
       "      <td>[0.0999, 0.0005]</td>\n",
       "      <td>[0.1224, 0.0005]</td>\n",
       "      <td>[0.0425, 0.0003]</td>\n",
       "      <td>[0.2198, 0.0006]</td>\n",
       "      <td>0.1487</td>\n",
       "      <td>0.1007</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1519, 0.0004]</td>\n",
       "      <td>[0.1004, 0.0004]</td>\n",
       "      <td>[0.0944, 0.0003]</td>\n",
       "      <td>[0.0898, 0.0003]</td>\n",
       "      <td>[0.1096, 0.0005]</td>\n",
       "      <td>[0.0734, 0.0002]</td>\n",
       "      <td>[0.0829, 0.0003]</td>\n",
       "      <td>[0.0757, 0.0004]</td>\n",
       "      <td>[0.1026, 0.0005]</td>\n",
       "      <td>[0.1261, 0.0005]</td>\n",
       "      <td>[0.0438, 0.0003]</td>\n",
       "      <td>[0.2284, 0.0006]</td>\n",
       "      <td>0.1519</td>\n",
       "      <td>0.1004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1522, 0.0004]</td>\n",
       "      <td>[0.1004, 0.0004]</td>\n",
       "      <td>[0.0946, 0.0003]</td>\n",
       "      <td>[0.0901, 0.0003]</td>\n",
       "      <td>[0.109, 0.0005]</td>\n",
       "      <td>[0.0736, 0.0002]</td>\n",
       "      <td>[0.0833, 0.0003]</td>\n",
       "      <td>[0.0764, 0.0004]</td>\n",
       "      <td>[0.1037, 0.0005]</td>\n",
       "      <td>[0.1274, 0.0005]</td>\n",
       "      <td>[0.0439, 0.0003]</td>\n",
       "      <td>[0.2282, 0.0006]</td>\n",
       "      <td>0.1522</td>\n",
       "      <td>0.1004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1479, 0.0004]</td>\n",
       "      <td>[0.1004, 0.0004]</td>\n",
       "      <td>[0.0941, 0.0003]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.1098, 0.0005]</td>\n",
       "      <td>[0.0724, 0.0002]</td>\n",
       "      <td>[0.0824, 0.0003]</td>\n",
       "      <td>[0.0735, 0.0004]</td>\n",
       "      <td>[0.0994, 0.0004]</td>\n",
       "      <td>[0.1216, 0.0005]</td>\n",
       "      <td>[0.0427, 0.0003]</td>\n",
       "      <td>[0.2181, 0.0006]</td>\n",
       "      <td>0.1479</td>\n",
       "      <td>0.1004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1469, 0.0004]</td>\n",
       "      <td>[0.1001, 0.0004]</td>\n",
       "      <td>[0.0935, 0.0003]</td>\n",
       "      <td>[0.0887, 0.0003]</td>\n",
       "      <td>[0.1103, 0.0005]</td>\n",
       "      <td>[0.0718, 0.0002]</td>\n",
       "      <td>[0.0818, 0.0003]</td>\n",
       "      <td>[0.0733, 0.0004]</td>\n",
       "      <td>[0.0985, 0.0005]</td>\n",
       "      <td>[0.1206, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.2162, 0.0006]</td>\n",
       "      <td>0.1469</td>\n",
       "      <td>0.1001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1508, 0.0004]</td>\n",
       "      <td>[0.0997, 0.0004]</td>\n",
       "      <td>[0.094, 0.0003]</td>\n",
       "      <td>[0.0895, 0.0003]</td>\n",
       "      <td>[0.1081, 0.0005]</td>\n",
       "      <td>[0.0734, 0.0002]</td>\n",
       "      <td>[0.0824, 0.0003]</td>\n",
       "      <td>[0.0745, 0.0004]</td>\n",
       "      <td>[0.1015, 0.0005]</td>\n",
       "      <td>[0.1249, 0.0005]</td>\n",
       "      <td>[0.0426, 0.0003]</td>\n",
       "      <td>[0.227, 0.0006]</td>\n",
       "      <td>0.1508</td>\n",
       "      <td>0.0997</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1534, 0.0004]</td>\n",
       "      <td>[0.0996, 0.0004]</td>\n",
       "      <td>[0.094, 0.0003]</td>\n",
       "      <td>[0.0896, 0.0003]</td>\n",
       "      <td>[0.1085, 0.0005]</td>\n",
       "      <td>[0.0737, 0.0002]</td>\n",
       "      <td>[0.082, 0.0003]</td>\n",
       "      <td>[0.0751, 0.0004]</td>\n",
       "      <td>[0.1028, 0.0005]</td>\n",
       "      <td>[0.1271, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.2342, 0.0007]</td>\n",
       "      <td>0.1534</td>\n",
       "      <td>0.0996</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1497, 0.0004]</td>\n",
       "      <td>[0.0996, 0.0004]</td>\n",
       "      <td>[0.0939, 0.0003]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.1083, 0.0005]</td>\n",
       "      <td>[0.0731, 0.0002]</td>\n",
       "      <td>[0.0824, 0.0003]</td>\n",
       "      <td>[0.0741, 0.0004]</td>\n",
       "      <td>[0.1007, 0.0005]</td>\n",
       "      <td>[0.1236, 0.0005]</td>\n",
       "      <td>[0.0426, 0.0003]</td>\n",
       "      <td>[0.2243, 0.0006]</td>\n",
       "      <td>0.1497</td>\n",
       "      <td>0.0996</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.152, 0.0004]</td>\n",
       "      <td>[0.0995, 0.0004]</td>\n",
       "      <td>[0.0938, 0.0003]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.108, 0.0005]</td>\n",
       "      <td>[0.0732, 0.0002]</td>\n",
       "      <td>[0.0819, 0.0003]</td>\n",
       "      <td>[0.0753, 0.0004]</td>\n",
       "      <td>[0.1029, 0.0005]</td>\n",
       "      <td>[0.1268, 0.0005]</td>\n",
       "      <td>[0.0428, 0.0003]</td>\n",
       "      <td>[0.2308, 0.0007]</td>\n",
       "      <td>0.1520</td>\n",
       "      <td>0.0995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1506, 0.0004]</td>\n",
       "      <td>[0.0994, 0.0004]</td>\n",
       "      <td>[0.0937, 0.0003]</td>\n",
       "      <td>[0.0892, 0.0003]</td>\n",
       "      <td>[0.1081, 0.0005]</td>\n",
       "      <td>[0.0729, 0.0002]</td>\n",
       "      <td>[0.0816, 0.0003]</td>\n",
       "      <td>[0.0745, 0.0004]</td>\n",
       "      <td>[0.1016, 0.0005]</td>\n",
       "      <td>[0.1254, 0.0005]</td>\n",
       "      <td>[0.0425, 0.0003]</td>\n",
       "      <td>[0.2273, 0.0006]</td>\n",
       "      <td>0.1506</td>\n",
       "      <td>0.0994</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1448, 0.0004]</td>\n",
       "      <td>[0.0992, 0.0004]</td>\n",
       "      <td>[0.0929, 0.0003]</td>\n",
       "      <td>[0.0882, 0.0003]</td>\n",
       "      <td>[0.1088, 0.0005]</td>\n",
       "      <td>[0.0715, 0.0002]</td>\n",
       "      <td>[0.0819, 0.0003]</td>\n",
       "      <td>[0.0723, 0.0004]</td>\n",
       "      <td>[0.097, 0.0004]</td>\n",
       "      <td>[0.1184, 0.0005]</td>\n",
       "      <td>[0.0427, 0.0003]</td>\n",
       "      <td>[0.2112, 0.0006]</td>\n",
       "      <td>0.1448</td>\n",
       "      <td>0.0992</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1487, 0.0004]</td>\n",
       "      <td>[0.0988, 0.0004]</td>\n",
       "      <td>[0.0928, 0.0003]</td>\n",
       "      <td>[0.0884, 0.0003]</td>\n",
       "      <td>[0.1077, 0.0005]</td>\n",
       "      <td>[0.0722, 0.0002]</td>\n",
       "      <td>[0.0815, 0.0003]</td>\n",
       "      <td>[0.0739, 0.0004]</td>\n",
       "      <td>[0.1002, 0.0005]</td>\n",
       "      <td>[0.1231, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.2228, 0.0006]</td>\n",
       "      <td>0.1487</td>\n",
       "      <td>0.0988</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1488, 0.0004]</td>\n",
       "      <td>[0.0986, 0.0004]</td>\n",
       "      <td>[0.0931, 0.0003]</td>\n",
       "      <td>[0.0887, 0.0003]</td>\n",
       "      <td>[0.1065, 0.0005]</td>\n",
       "      <td>[0.0731, 0.0002]</td>\n",
       "      <td>[0.0823, 0.0003]</td>\n",
       "      <td>[0.0735, 0.0004]</td>\n",
       "      <td>[0.0997, 0.0004]</td>\n",
       "      <td>[0.1225, 0.0005]</td>\n",
       "      <td>[0.0421, 0.0003]</td>\n",
       "      <td>[0.223, 0.0006]</td>\n",
       "      <td>0.1488</td>\n",
       "      <td>0.0986</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1492, 0.0004]</td>\n",
       "      <td>[0.0983, 0.0004]</td>\n",
       "      <td>[0.0926, 0.0003]</td>\n",
       "      <td>[0.0882, 0.0003]</td>\n",
       "      <td>[0.107, 0.0005]</td>\n",
       "      <td>[0.0724, 0.0002]</td>\n",
       "      <td>[0.0814, 0.0003]</td>\n",
       "      <td>[0.0735, 0.0004]</td>\n",
       "      <td>[0.0999, 0.0005]</td>\n",
       "      <td>[0.1232, 0.0005]</td>\n",
       "      <td>[0.0424, 0.0003]</td>\n",
       "      <td>[0.2247, 0.0006]</td>\n",
       "      <td>0.1492</td>\n",
       "      <td>0.0983</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1424, 0.0004]</td>\n",
       "      <td>[0.0975, 0.0004]</td>\n",
       "      <td>[0.0915, 0.0003]</td>\n",
       "      <td>[0.0868, 0.0003]</td>\n",
       "      <td>[0.1065, 0.0005]</td>\n",
       "      <td>[0.0708, 0.0002]</td>\n",
       "      <td>[0.08, 0.0003]</td>\n",
       "      <td>[0.0704, 0.0004]</td>\n",
       "      <td>[0.095, 0.0004]</td>\n",
       "      <td>[0.1161, 0.0005]</td>\n",
       "      <td>[0.0407, 0.0003]</td>\n",
       "      <td>[0.2092, 0.0006]</td>\n",
       "      <td>0.1424</td>\n",
       "      <td>0.0975</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>134 rows × 25 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   model  alpha  corruption  epoch  iteration  key_dimension  lambda  \\\n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "3    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "3    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "..   ...    ...         ...    ...        ...            ...     ...   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "3    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "\n",
       "    learning_rate  mode_dimension  rank  root              NDCG  \\\n",
       "0         0.00005               1    80   0.9  [0.1654, 0.0004]   \n",
       "0         0.00005               1    80   0.9  [0.1643, 0.0004]   \n",
       "0         0.00005               1    80   0.9  [0.1644, 0.0004]   \n",
       "1         0.00005               1    60   1.0  [0.1676, 0.0004]   \n",
       "1         0.00005               1    60   1.0  [0.1672, 0.0004]   \n",
       "1         0.00005               1    80   1.0  [0.1674, 0.0004]   \n",
       "1         0.00005               1    60   1.0  [0.1672, 0.0004]   \n",
       "1         0.00005               1    80   1.0  [0.1657, 0.0004]   \n",
       "1         0.00005               1    80   1.0   [0.165, 0.0004]   \n",
       "0         0.00005               1    60   0.9  [0.1647, 0.0004]   \n",
       "0         0.00005               1    60   0.9  [0.1643, 0.0004]   \n",
       "2         0.00005               1    80   1.1  [0.1695, 0.0004]   \n",
       "3         0.00010               2    60   0.9   [0.161, 0.0004]   \n",
       "0         0.00005               1    40   0.9   [0.166, 0.0004]   \n",
       "2         0.00005               1    80   1.1  [0.1686, 0.0004]   \n",
       "0         0.00005               1    60   0.9  [0.1637, 0.0004]   \n",
       "2         0.00005               2    80   1.1  [0.1625, 0.0004]   \n",
       "2         0.00005               1    80   1.1   [0.168, 0.0004]   \n",
       "1         0.00005               2    80   1.0  [0.1592, 0.0004]   \n",
       "1         0.00005               2    60   1.0  [0.1607, 0.0004]   \n",
       "1         0.00005               2    80   1.0  [0.1587, 0.0004]   \n",
       "2         0.00005               2    80   1.1  [0.1624, 0.0004]   \n",
       "3         0.00010               2    80   0.9   [0.157, 0.0004]   \n",
       "1         0.00005               2    80   1.0  [0.1587, 0.0004]   \n",
       "2         0.00005               2    60   1.1  [0.1624, 0.0004]   \n",
       "2         0.00005               2    80   1.1  [0.1625, 0.0004]   \n",
       "1         0.00005               2    60   1.0  [0.1595, 0.0004]   \n",
       "2         0.00005               1    60   1.1  [0.1679, 0.0004]   \n",
       "0         0.00005               2    80   0.9   [0.156, 0.0004]   \n",
       "0         0.00005               2    80   0.9  [0.1564, 0.0004]   \n",
       "..            ...             ...   ...   ...               ...   \n",
       "1         0.00005               2    40   1.0  [0.1513, 0.0004]   \n",
       "1         0.00005               4    60   1.0  [0.1516, 0.0004]   \n",
       "3         0.00010               3    40   0.9  [0.1526, 0.0004]   \n",
       "1         0.00005               3    40   1.0  [0.1496, 0.0004]   \n",
       "1         0.00005               5    80   1.0  [0.1487, 0.0004]   \n",
       "1         0.00005               5    60   1.0  [0.1512, 0.0004]   \n",
       "0         0.00005               3    40   0.9  [0.1503, 0.0004]   \n",
       "0         0.00005               4    60   0.9  [0.1464, 0.0004]   \n",
       "2         0.00005               4    60   1.1  [0.1531, 0.0004]   \n",
       "2         0.00005               3    40   1.1   [0.158, 0.0004]   \n",
       "1         0.00005               5    60   1.0   [0.151, 0.0004]   \n",
       "2         0.00005               4    60   1.1  [0.1524, 0.0004]   \n",
       "1         0.00005               4    40   1.0  [0.1499, 0.0004]   \n",
       "0         0.00005               4    60   0.9  [0.1428, 0.0004]   \n",
       "0         0.00005               4    40   0.9  [0.1517, 0.0004]   \n",
       "0         0.00005               3    40   0.9  [0.1487, 0.0004]   \n",
       "2         0.00005               5    60   1.1  [0.1519, 0.0004]   \n",
       "1         0.00005               5    60   1.0  [0.1522, 0.0004]   \n",
       "0         0.00005               4    60   0.9  [0.1479, 0.0004]   \n",
       "2         0.00005               5    80   1.1  [0.1469, 0.0004]   \n",
       "0         0.00005               4    40   0.9  [0.1508, 0.0004]   \n",
       "2         0.00005               4    40   1.1  [0.1534, 0.0004]   \n",
       "1         0.00005               5    40   1.0  [0.1497, 0.0004]   \n",
       "1         0.00005               4    40   1.0   [0.152, 0.0004]   \n",
       "0         0.00005               5    40   0.9  [0.1506, 0.0004]   \n",
       "2         0.00005               4    80   1.1  [0.1448, 0.0004]   \n",
       "2         0.00005               5    60   1.1  [0.1487, 0.0004]   \n",
       "0         0.00005               5    40   0.9  [0.1488, 0.0004]   \n",
       "2         0.00005               5    40   1.1  [0.1492, 0.0004]   \n",
       "0         0.00005               4    40   0.9  [0.1424, 0.0004]   \n",
       "\n",
       "        Precision@10      Precision@15      Precision@20       Precision@5  \\\n",
       "0   [0.1114, 0.0004]  [0.1042, 0.0003]  [0.0985, 0.0003]  [0.1223, 0.0005]   \n",
       "0   [0.1111, 0.0004]  [0.1038, 0.0003]  [0.0982, 0.0003]  [0.1219, 0.0005]   \n",
       "0   [0.1108, 0.0004]  [0.1038, 0.0003]  [0.0982, 0.0003]  [0.1213, 0.0005]   \n",
       "1   [0.1098, 0.0004]  [0.1033, 0.0003]  [0.0982, 0.0003]  [0.1196, 0.0005]   \n",
       "1   [0.1095, 0.0004]   [0.103, 0.0003]   [0.098, 0.0003]   [0.119, 0.0005]   \n",
       "1   [0.1095, 0.0004]  [0.1033, 0.0003]  [0.0983, 0.0003]   [0.119, 0.0005]   \n",
       "1   [0.1095, 0.0004]   [0.103, 0.0003]  [0.0979, 0.0003]   [0.119, 0.0005]   \n",
       "1   [0.1094, 0.0004]  [0.1029, 0.0003]  [0.0978, 0.0003]  [0.1188, 0.0005]   \n",
       "1   [0.1094, 0.0004]  [0.1029, 0.0003]  [0.0977, 0.0003]  [0.1188, 0.0005]   \n",
       "0   [0.1092, 0.0004]  [0.1026, 0.0003]  [0.0974, 0.0003]  [0.1188, 0.0005]   \n",
       "0   [0.1089, 0.0004]  [0.1025, 0.0003]  [0.0973, 0.0003]  [0.1182, 0.0005]   \n",
       "2   [0.1087, 0.0004]  [0.1025, 0.0003]  [0.0977, 0.0003]  [0.1189, 0.0005]   \n",
       "3   [0.1086, 0.0004]  [0.1016, 0.0003]  [0.0962, 0.0003]  [0.1187, 0.0005]   \n",
       "0   [0.1085, 0.0004]  [0.1021, 0.0003]  [0.0971, 0.0003]  [0.1181, 0.0005]   \n",
       "2   [0.1084, 0.0004]  [0.1021, 0.0003]  [0.0973, 0.0003]  [0.1188, 0.0005]   \n",
       "0   [0.1083, 0.0004]  [0.1017, 0.0003]  [0.0965, 0.0003]  [0.1177, 0.0005]   \n",
       "2   [0.1083, 0.0004]  [0.1017, 0.0003]  [0.0966, 0.0003]  [0.1185, 0.0005]   \n",
       "2   [0.1083, 0.0004]  [0.1021, 0.0003]  [0.0974, 0.0003]  [0.1183, 0.0005]   \n",
       "1   [0.1079, 0.0004]   [0.101, 0.0003]  [0.0957, 0.0003]  [0.1182, 0.0005]   \n",
       "1   [0.1078, 0.0004]   [0.101, 0.0003]  [0.0958, 0.0003]  [0.1179, 0.0005]   \n",
       "1   [0.1078, 0.0004]  [0.1009, 0.0003]  [0.0956, 0.0003]  [0.1181, 0.0005]   \n",
       "2   [0.1078, 0.0004]  [0.1011, 0.0003]  [0.0959, 0.0003]  [0.1182, 0.0005]   \n",
       "3   [0.1077, 0.0004]  [0.1007, 0.0003]  [0.0952, 0.0003]  [0.1181, 0.0005]   \n",
       "1   [0.1077, 0.0004]  [0.1009, 0.0003]  [0.0956, 0.0003]  [0.1177, 0.0005]   \n",
       "2   [0.1076, 0.0004]  [0.1011, 0.0003]  [0.0961, 0.0003]  [0.1175, 0.0005]   \n",
       "2   [0.1076, 0.0004]  [0.1009, 0.0003]  [0.0958, 0.0003]  [0.1178, 0.0005]   \n",
       "1   [0.1075, 0.0004]  [0.1008, 0.0003]  [0.0955, 0.0003]  [0.1176, 0.0005]   \n",
       "2   [0.1075, 0.0004]  [0.1015, 0.0003]  [0.0969, 0.0003]  [0.1173, 0.0005]   \n",
       "0   [0.1074, 0.0004]  [0.1002, 0.0003]  [0.0948, 0.0003]  [0.1176, 0.0005]   \n",
       "0   [0.1073, 0.0004]  [0.1003, 0.0003]  [0.0949, 0.0003]  [0.1175, 0.0005]   \n",
       "..               ...               ...               ...               ...   \n",
       "1   [0.1022, 0.0004]  [0.0958, 0.0003]  [0.0909, 0.0003]  [0.1124, 0.0005]   \n",
       "1    [0.102, 0.0004]  [0.0958, 0.0003]   [0.091, 0.0003]  [0.1114, 0.0005]   \n",
       "3   [0.1019, 0.0004]  [0.0957, 0.0003]  [0.0909, 0.0003]  [0.1113, 0.0005]   \n",
       "1   [0.1015, 0.0004]  [0.0954, 0.0003]  [0.0906, 0.0003]  [0.1107, 0.0005]   \n",
       "1   [0.1014, 0.0004]  [0.0951, 0.0003]  [0.0903, 0.0003]  [0.1105, 0.0005]   \n",
       "1   [0.1012, 0.0004]  [0.0953, 0.0003]  [0.0907, 0.0003]  [0.1098, 0.0005]   \n",
       "0   [0.1012, 0.0004]  [0.0948, 0.0003]    [0.09, 0.0003]  [0.1106, 0.0005]   \n",
       "0   [0.1012, 0.0004]  [0.0949, 0.0003]  [0.0899, 0.0003]  [0.1103, 0.0005]   \n",
       "2   [0.1012, 0.0004]  [0.0953, 0.0003]  [0.0906, 0.0003]  [0.1104, 0.0005]   \n",
       "2   [0.1011, 0.0004]  [0.0956, 0.0003]  [0.0913, 0.0003]  [0.1099, 0.0005]   \n",
       "1    [0.101, 0.0004]   [0.095, 0.0003]  [0.0904, 0.0003]  [0.1099, 0.0005]   \n",
       "2    [0.101, 0.0004]  [0.0949, 0.0003]  [0.0903, 0.0003]  [0.1106, 0.0005]   \n",
       "1    [0.101, 0.0004]   [0.095, 0.0003]  [0.0901, 0.0003]  [0.1097, 0.0005]   \n",
       "0   [0.1009, 0.0004]  [0.0942, 0.0003]   [0.089, 0.0003]  [0.1107, 0.0005]   \n",
       "0   [0.1008, 0.0004]   [0.095, 0.0003]  [0.0904, 0.0003]  [0.1096, 0.0005]   \n",
       "0   [0.1007, 0.0004]  [0.0947, 0.0003]  [0.0899, 0.0003]  [0.1097, 0.0005]   \n",
       "2   [0.1004, 0.0004]  [0.0944, 0.0003]  [0.0898, 0.0003]  [0.1096, 0.0005]   \n",
       "1   [0.1004, 0.0004]  [0.0946, 0.0003]  [0.0901, 0.0003]   [0.109, 0.0005]   \n",
       "0   [0.1004, 0.0004]  [0.0941, 0.0003]  [0.0893, 0.0003]  [0.1098, 0.0005]   \n",
       "2   [0.1001, 0.0004]  [0.0935, 0.0003]  [0.0887, 0.0003]  [0.1103, 0.0005]   \n",
       "0   [0.0997, 0.0004]   [0.094, 0.0003]  [0.0895, 0.0003]  [0.1081, 0.0005]   \n",
       "2   [0.0996, 0.0004]   [0.094, 0.0003]  [0.0896, 0.0003]  [0.1085, 0.0005]   \n",
       "1   [0.0996, 0.0004]  [0.0939, 0.0003]  [0.0893, 0.0003]  [0.1083, 0.0005]   \n",
       "1   [0.0995, 0.0004]  [0.0938, 0.0003]  [0.0893, 0.0003]   [0.108, 0.0005]   \n",
       "0   [0.0994, 0.0004]  [0.0937, 0.0003]  [0.0892, 0.0003]  [0.1081, 0.0005]   \n",
       "2   [0.0992, 0.0004]  [0.0929, 0.0003]  [0.0882, 0.0003]  [0.1088, 0.0005]   \n",
       "2   [0.0988, 0.0004]  [0.0928, 0.0003]  [0.0884, 0.0003]  [0.1077, 0.0005]   \n",
       "0   [0.0986, 0.0004]  [0.0931, 0.0003]  [0.0887, 0.0003]  [0.1065, 0.0005]   \n",
       "2   [0.0983, 0.0004]  [0.0926, 0.0003]  [0.0882, 0.0003]   [0.107, 0.0005]   \n",
       "0   [0.0975, 0.0004]  [0.0915, 0.0003]  [0.0868, 0.0003]  [0.1065, 0.0005]   \n",
       "\n",
       "        Precision@50       R-Precision         Recall@10         Recall@15  \\\n",
       "0   [0.0788, 0.0002]  [0.0913, 0.0003]  [0.0825, 0.0004]  [0.1119, 0.0005]   \n",
       "0   [0.0785, 0.0002]  [0.0909, 0.0003]   [0.082, 0.0004]  [0.1111, 0.0005]   \n",
       "0   [0.0787, 0.0002]  [0.0907, 0.0003]  [0.0818, 0.0004]  [0.1109, 0.0005]   \n",
       "1   [0.0792, 0.0002]   [0.091, 0.0003]  [0.0839, 0.0004]  [0.1141, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0907, 0.0003]  [0.0837, 0.0004]   [0.114, 0.0005]   \n",
       "1   [0.0796, 0.0002]   [0.091, 0.0003]  [0.0831, 0.0004]  [0.1133, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0906, 0.0003]  [0.0835, 0.0004]  [0.1138, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0907, 0.0003]  [0.0826, 0.0004]  [0.1123, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0909, 0.0003]  [0.0821, 0.0004]  [0.1114, 0.0005]   \n",
       "0   [0.0784, 0.0002]  [0.0895, 0.0003]  [0.0816, 0.0004]  [0.1116, 0.0005]   \n",
       "0   [0.0784, 0.0002]  [0.0897, 0.0003]  [0.0814, 0.0004]  [0.1114, 0.0005]   \n",
       "2   [0.0798, 0.0002]   [0.091, 0.0003]  [0.0844, 0.0004]  [0.1149, 0.0005]   \n",
       "3   [0.0773, 0.0002]  [0.0896, 0.0003]  [0.0813, 0.0004]  [0.1096, 0.0005]   \n",
       "0   [0.0785, 0.0002]  [0.0893, 0.0003]  [0.0832, 0.0004]  [0.1133, 0.0005]   \n",
       "2   [0.0794, 0.0002]  [0.0905, 0.0003]  [0.0838, 0.0004]  [0.1142, 0.0005]   \n",
       "0   [0.0779, 0.0002]  [0.0894, 0.0003]  [0.0819, 0.0004]  [0.1114, 0.0005]   \n",
       "2   [0.0778, 0.0002]  [0.0893, 0.0003]  [0.0816, 0.0004]  [0.1109, 0.0005]   \n",
       "2   [0.0796, 0.0002]  [0.0903, 0.0003]  [0.0829, 0.0004]  [0.1132, 0.0005]   \n",
       "1   [0.0768, 0.0002]  [0.0888, 0.0003]  [0.0804, 0.0004]  [0.1085, 0.0005]   \n",
       "1   [0.0771, 0.0002]  [0.0888, 0.0003]   [0.081, 0.0004]  [0.1097, 0.0005]   \n",
       "1   [0.0767, 0.0002]  [0.0888, 0.0003]  [0.0803, 0.0004]  [0.1082, 0.0005]   \n",
       "2   [0.0774, 0.0002]  [0.0886, 0.0003]  [0.0818, 0.0004]  [0.1111, 0.0005]   \n",
       "3   [0.0761, 0.0002]  [0.0887, 0.0003]  [0.0794, 0.0004]  [0.1069, 0.0005]   \n",
       "1   [0.0767, 0.0002]  [0.0888, 0.0003]  [0.0802, 0.0004]  [0.1084, 0.0005]   \n",
       "2   [0.0778, 0.0002]  [0.0886, 0.0003]  [0.0812, 0.0004]  [0.1105, 0.0005]   \n",
       "2   [0.0772, 0.0002]  [0.0884, 0.0003]  [0.0822, 0.0004]  [0.1116, 0.0005]   \n",
       "1   [0.0768, 0.0002]  [0.0885, 0.0003]  [0.0805, 0.0004]  [0.1089, 0.0005]   \n",
       "2   [0.0793, 0.0002]  [0.0901, 0.0003]  [0.0836, 0.0004]  [0.1137, 0.0005]   \n",
       "0    [0.076, 0.0002]  [0.0881, 0.0003]  [0.0792, 0.0004]  [0.1061, 0.0005]   \n",
       "0    [0.076, 0.0002]  [0.0882, 0.0003]  [0.0791, 0.0004]  [0.1065, 0.0005]   \n",
       "..               ...               ...               ...               ...   \n",
       "1   [0.0738, 0.0002]  [0.0834, 0.0003]  [0.0744, 0.0004]  [0.1009, 0.0005]   \n",
       "1   [0.0739, 0.0002]  [0.0846, 0.0003]  [0.0755, 0.0004]   [0.102, 0.0005]   \n",
       "3   [0.0735, 0.0002]  [0.0831, 0.0003]   [0.076, 0.0004]  [0.1036, 0.0005]   \n",
       "1   [0.0738, 0.0002]  [0.0842, 0.0003]  [0.0744, 0.0004]  [0.1003, 0.0005]   \n",
       "1   [0.0731, 0.0002]  [0.0831, 0.0003]  [0.0742, 0.0004]  [0.1002, 0.0004]   \n",
       "1   [0.0739, 0.0002]   [0.083, 0.0003]  [0.0751, 0.0004]  [0.1019, 0.0005]   \n",
       "0   [0.0729, 0.0002]  [0.0828, 0.0003]   [0.075, 0.0004]  [0.1016, 0.0005]   \n",
       "0   [0.0723, 0.0002]  [0.0833, 0.0003]  [0.0742, 0.0004]     [0.1, 0.0004]   \n",
       "2    [0.074, 0.0002]  [0.0826, 0.0003]   [0.076, 0.0004]  [0.1036, 0.0005]   \n",
       "2   [0.0753, 0.0002]  [0.0835, 0.0003]   [0.077, 0.0004]  [0.1061, 0.0005]   \n",
       "1   [0.0737, 0.0002]  [0.0838, 0.0003]  [0.0749, 0.0004]  [0.1016, 0.0005]   \n",
       "2   [0.0736, 0.0002]  [0.0831, 0.0003]  [0.0758, 0.0004]  [0.1027, 0.0005]   \n",
       "1   [0.0732, 0.0002]  [0.0828, 0.0003]  [0.0754, 0.0004]  [0.1022, 0.0005]   \n",
       "0   [0.0712, 0.0002]  [0.0826, 0.0003]  [0.0726, 0.0004]  [0.0968, 0.0004]   \n",
       "0   [0.0741, 0.0002]  [0.0831, 0.0003]  [0.0744, 0.0004]  [0.1015, 0.0005]   \n",
       "0   [0.0732, 0.0002]   [0.083, 0.0003]  [0.0738, 0.0004]  [0.0999, 0.0005]   \n",
       "2   [0.0734, 0.0002]  [0.0829, 0.0003]  [0.0757, 0.0004]  [0.1026, 0.0005]   \n",
       "1   [0.0736, 0.0002]  [0.0833, 0.0003]  [0.0764, 0.0004]  [0.1037, 0.0005]   \n",
       "0   [0.0724, 0.0002]  [0.0824, 0.0003]  [0.0735, 0.0004]  [0.0994, 0.0004]   \n",
       "2   [0.0718, 0.0002]  [0.0818, 0.0003]  [0.0733, 0.0004]  [0.0985, 0.0005]   \n",
       "0   [0.0734, 0.0002]  [0.0824, 0.0003]  [0.0745, 0.0004]  [0.1015, 0.0005]   \n",
       "2   [0.0737, 0.0002]   [0.082, 0.0003]  [0.0751, 0.0004]  [0.1028, 0.0005]   \n",
       "1   [0.0731, 0.0002]  [0.0824, 0.0003]  [0.0741, 0.0004]  [0.1007, 0.0005]   \n",
       "1   [0.0732, 0.0002]  [0.0819, 0.0003]  [0.0753, 0.0004]  [0.1029, 0.0005]   \n",
       "0   [0.0729, 0.0002]  [0.0816, 0.0003]  [0.0745, 0.0004]  [0.1016, 0.0005]   \n",
       "2   [0.0715, 0.0002]  [0.0819, 0.0003]  [0.0723, 0.0004]   [0.097, 0.0004]   \n",
       "2   [0.0722, 0.0002]  [0.0815, 0.0003]  [0.0739, 0.0004]  [0.1002, 0.0005]   \n",
       "0   [0.0731, 0.0002]  [0.0823, 0.0003]  [0.0735, 0.0004]  [0.0997, 0.0004]   \n",
       "2   [0.0724, 0.0002]  [0.0814, 0.0003]  [0.0735, 0.0004]  [0.0999, 0.0005]   \n",
       "0   [0.0708, 0.0002]    [0.08, 0.0003]  [0.0704, 0.0004]   [0.095, 0.0004]   \n",
       "\n",
       "           Recall@20          Recall@5         Recall@50  NDCG_Score  \\\n",
       "0   [0.1372, 0.0005]  [0.0475, 0.0003]  [0.2452, 0.0007]      0.1654   \n",
       "0    [0.136, 0.0005]  [0.0472, 0.0003]  [0.2435, 0.0006]      0.1643   \n",
       "0   [0.1359, 0.0005]  [0.0472, 0.0003]   [0.244, 0.0006]      0.1644   \n",
       "1   [0.1406, 0.0005]  [0.0484, 0.0003]  [0.2525, 0.0007]      0.1676   \n",
       "1   [0.1404, 0.0005]  [0.0482, 0.0003]  [0.2523, 0.0007]      0.1672   \n",
       "1   [0.1398, 0.0005]  [0.0479, 0.0003]  [0.2522, 0.0007]      0.1674   \n",
       "1   [0.1404, 0.0005]   [0.048, 0.0003]  [0.2523, 0.0007]      0.1672   \n",
       "1   [0.1382, 0.0005]  [0.0474, 0.0003]  [0.2486, 0.0007]      0.1657   \n",
       "1   [0.1369, 0.0005]  [0.0473, 0.0003]  [0.2466, 0.0007]      0.1650   \n",
       "0   [0.1375, 0.0005]  [0.0465, 0.0003]  [0.2475, 0.0007]      0.1647   \n",
       "0   [0.1372, 0.0005]  [0.0465, 0.0003]  [0.2474, 0.0007]      0.1643   \n",
       "2   [0.1418, 0.0006]  [0.0492, 0.0003]  [0.2574, 0.0007]      0.1695   \n",
       "3   [0.1341, 0.0005]  [0.0469, 0.0003]  [0.2377, 0.0006]      0.1610   \n",
       "0   [0.1396, 0.0005]  [0.0476, 0.0003]  [0.2514, 0.0007]      0.1660   \n",
       "2   [0.1412, 0.0006]  [0.0489, 0.0003]  [0.2561, 0.0007]      0.1686   \n",
       "0   [0.1369, 0.0005]   [0.047, 0.0003]  [0.2453, 0.0007]      0.1637   \n",
       "2   [0.1362, 0.0005]  [0.0472, 0.0003]  [0.2423, 0.0007]      0.1625   \n",
       "2   [0.1401, 0.0005]  [0.0483, 0.0003]  [0.2549, 0.0007]      0.1680   \n",
       "1   [0.1327, 0.0005]  [0.0466, 0.0003]  [0.2346, 0.0006]      0.1592   \n",
       "1   [0.1344, 0.0005]  [0.0467, 0.0003]  [0.2389, 0.0007]      0.1607   \n",
       "1   [0.1323, 0.0005]  [0.0464, 0.0003]  [0.2334, 0.0006]      0.1587   \n",
       "2   [0.1364, 0.0005]  [0.0473, 0.0003]  [0.2433, 0.0007]      0.1624   \n",
       "3   [0.1302, 0.0005]  [0.0461, 0.0003]   [0.229, 0.0006]      0.1570   \n",
       "1   [0.1324, 0.0005]  [0.0465, 0.0003]  [0.2332, 0.0006]      0.1587   \n",
       "2   [0.1359, 0.0005]  [0.0468, 0.0003]  [0.2437, 0.0007]      0.1624   \n",
       "2   [0.1371, 0.0005]  [0.0474, 0.0003]  [0.2438, 0.0007]      0.1625   \n",
       "1   [0.1332, 0.0005]  [0.0464, 0.0003]  [0.2361, 0.0006]      0.1595   \n",
       "2   [0.1405, 0.0006]  [0.0486, 0.0003]  [0.2552, 0.0007]      0.1679   \n",
       "0   [0.1294, 0.0005]  [0.0459, 0.0003]  [0.2277, 0.0006]      0.1560   \n",
       "0   [0.1298, 0.0005]  [0.0459, 0.0003]  [0.2285, 0.0006]      0.1564   \n",
       "..               ...               ...               ...         ...   \n",
       "1    [0.124, 0.0005]  [0.0432, 0.0003]  [0.2239, 0.0006]      0.1513   \n",
       "1    [0.125, 0.0005]  [0.0439, 0.0003]  [0.2236, 0.0006]      0.1516   \n",
       "3   [0.1274, 0.0005]  [0.0435, 0.0003]  [0.2286, 0.0006]      0.1526   \n",
       "1   [0.1226, 0.0005]  [0.0432, 0.0003]  [0.2198, 0.0006]      0.1496   \n",
       "1   [0.1226, 0.0005]  [0.0427, 0.0003]  [0.2192, 0.0006]      0.1487   \n",
       "1   [0.1253, 0.0005]   [0.043, 0.0003]  [0.2261, 0.0006]      0.1512   \n",
       "0   [0.1247, 0.0005]   [0.043, 0.0003]  [0.2238, 0.0006]      0.1503   \n",
       "0   [0.1217, 0.0005]  [0.0429, 0.0003]   [0.212, 0.0006]      0.1464   \n",
       "2   [0.1274, 0.0005]  [0.0435, 0.0003]  [0.2313, 0.0007]      0.1531   \n",
       "2   [0.1319, 0.0005]  [0.0438, 0.0003]  [0.2441, 0.0007]      0.1580   \n",
       "1   [0.1246, 0.0005]  [0.0433, 0.0003]  [0.2244, 0.0006]      0.1510   \n",
       "2   [0.1263, 0.0005]   [0.044, 0.0003]  [0.2286, 0.0006]      0.1524   \n",
       "1   [0.1251, 0.0005]   [0.043, 0.0003]  [0.2232, 0.0006]      0.1499   \n",
       "0   [0.1173, 0.0005]  [0.0424, 0.0003]  [0.2046, 0.0006]      0.1428   \n",
       "0    [0.125, 0.0005]  [0.0427, 0.0003]  [0.2276, 0.0006]      0.1517   \n",
       "0   [0.1224, 0.0005]  [0.0425, 0.0003]  [0.2198, 0.0006]      0.1487   \n",
       "2   [0.1261, 0.0005]  [0.0438, 0.0003]  [0.2284, 0.0006]      0.1519   \n",
       "1   [0.1274, 0.0005]  [0.0439, 0.0003]  [0.2282, 0.0006]      0.1522   \n",
       "0   [0.1216, 0.0005]  [0.0427, 0.0003]  [0.2181, 0.0006]      0.1479   \n",
       "2   [0.1206, 0.0005]  [0.0429, 0.0003]  [0.2162, 0.0006]      0.1469   \n",
       "0   [0.1249, 0.0005]  [0.0426, 0.0003]   [0.227, 0.0006]      0.1508   \n",
       "2   [0.1271, 0.0005]  [0.0429, 0.0003]  [0.2342, 0.0007]      0.1534   \n",
       "1   [0.1236, 0.0005]  [0.0426, 0.0003]  [0.2243, 0.0006]      0.1497   \n",
       "1   [0.1268, 0.0005]  [0.0428, 0.0003]  [0.2308, 0.0007]      0.1520   \n",
       "0   [0.1254, 0.0005]  [0.0425, 0.0003]  [0.2273, 0.0006]      0.1506   \n",
       "2   [0.1184, 0.0005]  [0.0427, 0.0003]  [0.2112, 0.0006]      0.1448   \n",
       "2   [0.1231, 0.0005]  [0.0429, 0.0003]  [0.2228, 0.0006]      0.1487   \n",
       "0   [0.1225, 0.0005]  [0.0421, 0.0003]   [0.223, 0.0006]      0.1488   \n",
       "2   [0.1232, 0.0005]  [0.0424, 0.0003]  [0.2247, 0.0006]      0.1492   \n",
       "0   [0.1161, 0.0005]  [0.0407, 0.0003]  [0.2092, 0.0006]      0.1424   \n",
       "\n",
       "    Precision@10_Score  \n",
       "0               0.1114  \n",
       "0               0.1111  \n",
       "0               0.1108  \n",
       "1               0.1098  \n",
       "1               0.1095  \n",
       "1               0.1095  \n",
       "1               0.1095  \n",
       "1               0.1094  \n",
       "1               0.1094  \n",
       "0               0.1092  \n",
       "0               0.1089  \n",
       "2               0.1087  \n",
       "3               0.1086  \n",
       "0               0.1085  \n",
       "2               0.1084  \n",
       "0               0.1083  \n",
       "2               0.1083  \n",
       "2               0.1083  \n",
       "1               0.1079  \n",
       "1               0.1078  \n",
       "1               0.1078  \n",
       "2               0.1078  \n",
       "3               0.1077  \n",
       "1               0.1077  \n",
       "2               0.1076  \n",
       "2               0.1076  \n",
       "1               0.1075  \n",
       "2               0.1075  \n",
       "0               0.1074  \n",
       "0               0.1073  \n",
       "..                 ...  \n",
       "1               0.1022  \n",
       "1               0.1020  \n",
       "3               0.1019  \n",
       "1               0.1015  \n",
       "1               0.1014  \n",
       "1               0.1012  \n",
       "0               0.1012  \n",
       "0               0.1012  \n",
       "2               0.1012  \n",
       "2               0.1011  \n",
       "1               0.1010  \n",
       "2               0.1010  \n",
       "1               0.1010  \n",
       "0               0.1009  \n",
       "0               0.1008  \n",
       "0               0.1007  \n",
       "2               0.1004  \n",
       "1               0.1004  \n",
       "0               0.1004  \n",
       "2               0.1001  \n",
       "0               0.0997  \n",
       "2               0.0996  \n",
       "1               0.0996  \n",
       "1               0.0995  \n",
       "0               0.0994  \n",
       "2               0.0992  \n",
       "2               0.0988  \n",
       "0               0.0986  \n",
       "2               0.0983  \n",
       "0               0.0975  \n",
       "\n",
       "[134 rows x 25 columns]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sort_tuning_results(df=df_tuning_results, metric='Precision@10')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>model</th>\n",
       "      <th>alpha</th>\n",
       "      <th>corruption</th>\n",
       "      <th>epoch</th>\n",
       "      <th>iteration</th>\n",
       "      <th>key_dimension</th>\n",
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       "      <th>rank</th>\n",
       "      <th>root</th>\n",
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       "      <th>Precision@10</th>\n",
       "      <th>Precision@15</th>\n",
       "      <th>Precision@20</th>\n",
       "      <th>Precision@5</th>\n",
       "      <th>Precision@50</th>\n",
       "      <th>R-Precision</th>\n",
       "      <th>Recall@10</th>\n",
       "      <th>Recall@15</th>\n",
       "      <th>Recall@20</th>\n",
       "      <th>Recall@5</th>\n",
       "      <th>Recall@50</th>\n",
       "      <th>NDCG_Score</th>\n",
       "      <th>Precision@10_Score</th>\n",
       "      <th>R-Precision_Score</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1654, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0004]</td>\n",
       "      <td>[0.1042, 0.0003]</td>\n",
       "      <td>[0.0985, 0.0003]</td>\n",
       "      <td>[0.1223, 0.0005]</td>\n",
       "      <td>[0.0788, 0.0002]</td>\n",
       "      <td>[0.0913, 0.0003]</td>\n",
       "      <td>[0.0825, 0.0004]</td>\n",
       "      <td>[0.1119, 0.0005]</td>\n",
       "      <td>[0.1372, 0.0005]</td>\n",
       "      <td>[0.0475, 0.0003]</td>\n",
       "      <td>[0.2452, 0.0007]</td>\n",
       "      <td>0.1654</td>\n",
       "      <td>0.1114</td>\n",
       "      <td>0.0913</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1674, 0.0004]</td>\n",
       "      <td>[0.1095, 0.0004]</td>\n",
       "      <td>[0.1033, 0.0003]</td>\n",
       "      <td>[0.0983, 0.0003]</td>\n",
       "      <td>[0.119, 0.0005]</td>\n",
       "      <td>[0.0796, 0.0002]</td>\n",
       "      <td>[0.091, 0.0003]</td>\n",
       "      <td>[0.0831, 0.0004]</td>\n",
       "      <td>[0.1133, 0.0005]</td>\n",
       "      <td>[0.1398, 0.0005]</td>\n",
       "      <td>[0.0479, 0.0003]</td>\n",
       "      <td>[0.2522, 0.0007]</td>\n",
       "      <td>0.1674</td>\n",
       "      <td>0.1095</td>\n",
       "      <td>0.0910</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1676, 0.0004]</td>\n",
       "      <td>[0.1098, 0.0004]</td>\n",
       "      <td>[0.1033, 0.0003]</td>\n",
       "      <td>[0.0982, 0.0003]</td>\n",
       "      <td>[0.1196, 0.0005]</td>\n",
       "      <td>[0.0792, 0.0002]</td>\n",
       "      <td>[0.091, 0.0003]</td>\n",
       "      <td>[0.0839, 0.0004]</td>\n",
       "      <td>[0.1141, 0.0005]</td>\n",
       "      <td>[0.1406, 0.0005]</td>\n",
       "      <td>[0.0484, 0.0003]</td>\n",
       "      <td>[0.2525, 0.0007]</td>\n",
       "      <td>0.1676</td>\n",
       "      <td>0.1098</td>\n",
       "      <td>0.0910</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1695, 0.0004]</td>\n",
       "      <td>[0.1087, 0.0004]</td>\n",
       "      <td>[0.1025, 0.0003]</td>\n",
       "      <td>[0.0977, 0.0003]</td>\n",
       "      <td>[0.1189, 0.0005]</td>\n",
       "      <td>[0.0798, 0.0002]</td>\n",
       "      <td>[0.091, 0.0003]</td>\n",
       "      <td>[0.0844, 0.0004]</td>\n",
       "      <td>[0.1149, 0.0005]</td>\n",
       "      <td>[0.1418, 0.0006]</td>\n",
       "      <td>[0.0492, 0.0003]</td>\n",
       "      <td>[0.2574, 0.0007]</td>\n",
       "      <td>0.1695</td>\n",
       "      <td>0.1087</td>\n",
       "      <td>0.0910</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1643, 0.0004]</td>\n",
       "      <td>[0.1111, 0.0004]</td>\n",
       "      <td>[0.1038, 0.0003]</td>\n",
       "      <td>[0.0982, 0.0003]</td>\n",
       "      <td>[0.1219, 0.0005]</td>\n",
       "      <td>[0.0785, 0.0002]</td>\n",
       "      <td>[0.0909, 0.0003]</td>\n",
       "      <td>[0.082, 0.0004]</td>\n",
       "      <td>[0.1111, 0.0005]</td>\n",
       "      <td>[0.136, 0.0005]</td>\n",
       "      <td>[0.0472, 0.0003]</td>\n",
       "      <td>[0.2435, 0.0006]</td>\n",
       "      <td>0.1643</td>\n",
       "      <td>0.1111</td>\n",
       "      <td>0.0909</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.165, 0.0004]</td>\n",
       "      <td>[0.1094, 0.0004]</td>\n",
       "      <td>[0.1029, 0.0003]</td>\n",
       "      <td>[0.0977, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0909, 0.0003]</td>\n",
       "      <td>[0.0821, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.1369, 0.0005]</td>\n",
       "      <td>[0.0473, 0.0003]</td>\n",
       "      <td>[0.2466, 0.0007]</td>\n",
       "      <td>0.1650</td>\n",
       "      <td>0.1094</td>\n",
       "      <td>0.0909</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1672, 0.0004]</td>\n",
       "      <td>[0.1095, 0.0004]</td>\n",
       "      <td>[0.103, 0.0003]</td>\n",
       "      <td>[0.098, 0.0003]</td>\n",
       "      <td>[0.119, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.0837, 0.0004]</td>\n",
       "      <td>[0.114, 0.0005]</td>\n",
       "      <td>[0.1404, 0.0005]</td>\n",
       "      <td>[0.0482, 0.0003]</td>\n",
       "      <td>[0.2523, 0.0007]</td>\n",
       "      <td>0.1672</td>\n",
       "      <td>0.1095</td>\n",
       "      <td>0.0907</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1657, 0.0004]</td>\n",
       "      <td>[0.1094, 0.0004]</td>\n",
       "      <td>[0.1029, 0.0003]</td>\n",
       "      <td>[0.0978, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.0826, 0.0004]</td>\n",
       "      <td>[0.1123, 0.0005]</td>\n",
       "      <td>[0.1382, 0.0005]</td>\n",
       "      <td>[0.0474, 0.0003]</td>\n",
       "      <td>[0.2486, 0.0007]</td>\n",
       "      <td>0.1657</td>\n",
       "      <td>0.1094</td>\n",
       "      <td>0.0907</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1644, 0.0004]</td>\n",
       "      <td>[0.1108, 0.0004]</td>\n",
       "      <td>[0.1038, 0.0003]</td>\n",
       "      <td>[0.0982, 0.0003]</td>\n",
       "      <td>[0.1213, 0.0005]</td>\n",
       "      <td>[0.0787, 0.0002]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.0818, 0.0004]</td>\n",
       "      <td>[0.1109, 0.0005]</td>\n",
       "      <td>[0.1359, 0.0005]</td>\n",
       "      <td>[0.0472, 0.0003]</td>\n",
       "      <td>[0.244, 0.0006]</td>\n",
       "      <td>0.1644</td>\n",
       "      <td>0.1108</td>\n",
       "      <td>0.0907</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1672, 0.0004]</td>\n",
       "      <td>[0.1095, 0.0004]</td>\n",
       "      <td>[0.103, 0.0003]</td>\n",
       "      <td>[0.0979, 0.0003]</td>\n",
       "      <td>[0.119, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0906, 0.0003]</td>\n",
       "      <td>[0.0835, 0.0004]</td>\n",
       "      <td>[0.1138, 0.0005]</td>\n",
       "      <td>[0.1404, 0.0005]</td>\n",
       "      <td>[0.048, 0.0003]</td>\n",
       "      <td>[0.2523, 0.0007]</td>\n",
       "      <td>0.1672</td>\n",
       "      <td>0.1095</td>\n",
       "      <td>0.0906</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1686, 0.0004]</td>\n",
       "      <td>[0.1084, 0.0004]</td>\n",
       "      <td>[0.1021, 0.0003]</td>\n",
       "      <td>[0.0973, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.0794, 0.0002]</td>\n",
       "      <td>[0.0905, 0.0003]</td>\n",
       "      <td>[0.0838, 0.0004]</td>\n",
       "      <td>[0.1142, 0.0005]</td>\n",
       "      <td>[0.1412, 0.0006]</td>\n",
       "      <td>[0.0489, 0.0003]</td>\n",
       "      <td>[0.2561, 0.0007]</td>\n",
       "      <td>0.1686</td>\n",
       "      <td>0.1084</td>\n",
       "      <td>0.0905</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.168, 0.0004]</td>\n",
       "      <td>[0.1083, 0.0004]</td>\n",
       "      <td>[0.1021, 0.0003]</td>\n",
       "      <td>[0.0974, 0.0003]</td>\n",
       "      <td>[0.1183, 0.0005]</td>\n",
       "      <td>[0.0796, 0.0002]</td>\n",
       "      <td>[0.0903, 0.0003]</td>\n",
       "      <td>[0.0829, 0.0004]</td>\n",
       "      <td>[0.1132, 0.0005]</td>\n",
       "      <td>[0.1401, 0.0005]</td>\n",
       "      <td>[0.0483, 0.0003]</td>\n",
       "      <td>[0.2549, 0.0007]</td>\n",
       "      <td>0.1680</td>\n",
       "      <td>0.1083</td>\n",
       "      <td>0.0903</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1679, 0.0004]</td>\n",
       "      <td>[0.1075, 0.0004]</td>\n",
       "      <td>[0.1015, 0.0003]</td>\n",
       "      <td>[0.0969, 0.0003]</td>\n",
       "      <td>[0.1173, 0.0005]</td>\n",
       "      <td>[0.0793, 0.0002]</td>\n",
       "      <td>[0.0901, 0.0003]</td>\n",
       "      <td>[0.0836, 0.0004]</td>\n",
       "      <td>[0.1137, 0.0005]</td>\n",
       "      <td>[0.1405, 0.0006]</td>\n",
       "      <td>[0.0486, 0.0003]</td>\n",
       "      <td>[0.2552, 0.0007]</td>\n",
       "      <td>0.1679</td>\n",
       "      <td>0.1075</td>\n",
       "      <td>0.0901</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1643, 0.0004]</td>\n",
       "      <td>[0.1089, 0.0004]</td>\n",
       "      <td>[0.1025, 0.0003]</td>\n",
       "      <td>[0.0973, 0.0003]</td>\n",
       "      <td>[0.1182, 0.0005]</td>\n",
       "      <td>[0.0784, 0.0002]</td>\n",
       "      <td>[0.0897, 0.0003]</td>\n",
       "      <td>[0.0814, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.1372, 0.0005]</td>\n",
       "      <td>[0.0465, 0.0003]</td>\n",
       "      <td>[0.2474, 0.0007]</td>\n",
       "      <td>0.1643</td>\n",
       "      <td>0.1089</td>\n",
       "      <td>0.0897</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.161, 0.0004]</td>\n",
       "      <td>[0.1086, 0.0004]</td>\n",
       "      <td>[0.1016, 0.0003]</td>\n",
       "      <td>[0.0962, 0.0003]</td>\n",
       "      <td>[0.1187, 0.0005]</td>\n",
       "      <td>[0.0773, 0.0002]</td>\n",
       "      <td>[0.0896, 0.0003]</td>\n",
       "      <td>[0.0813, 0.0004]</td>\n",
       "      <td>[0.1096, 0.0005]</td>\n",
       "      <td>[0.1341, 0.0005]</td>\n",
       "      <td>[0.0469, 0.0003]</td>\n",
       "      <td>[0.2377, 0.0006]</td>\n",
       "      <td>0.1610</td>\n",
       "      <td>0.1086</td>\n",
       "      <td>0.0896</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1647, 0.0004]</td>\n",
       "      <td>[0.1092, 0.0004]</td>\n",
       "      <td>[0.1026, 0.0003]</td>\n",
       "      <td>[0.0974, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.0784, 0.0002]</td>\n",
       "      <td>[0.0895, 0.0003]</td>\n",
       "      <td>[0.0816, 0.0004]</td>\n",
       "      <td>[0.1116, 0.0005]</td>\n",
       "      <td>[0.1375, 0.0005]</td>\n",
       "      <td>[0.0465, 0.0003]</td>\n",
       "      <td>[0.2475, 0.0007]</td>\n",
       "      <td>0.1647</td>\n",
       "      <td>0.1092</td>\n",
       "      <td>0.0895</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1667, 0.0004]</td>\n",
       "      <td>[0.1069, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0003]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.1168, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0894, 0.0003]</td>\n",
       "      <td>[0.0823, 0.0004]</td>\n",
       "      <td>[0.1121, 0.0005]</td>\n",
       "      <td>[0.1391, 0.0006]</td>\n",
       "      <td>[0.0481, 0.0003]</td>\n",
       "      <td>[0.2541, 0.0007]</td>\n",
       "      <td>0.1667</td>\n",
       "      <td>0.1069</td>\n",
       "      <td>0.0894</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1637, 0.0004]</td>\n",
       "      <td>[0.1083, 0.0004]</td>\n",
       "      <td>[0.1017, 0.0003]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.1177, 0.0005]</td>\n",
       "      <td>[0.0779, 0.0002]</td>\n",
       "      <td>[0.0894, 0.0003]</td>\n",
       "      <td>[0.0819, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.1369, 0.0005]</td>\n",
       "      <td>[0.047, 0.0003]</td>\n",
       "      <td>[0.2453, 0.0007]</td>\n",
       "      <td>0.1637</td>\n",
       "      <td>0.1083</td>\n",
       "      <td>0.0894</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1673, 0.0004]</td>\n",
       "      <td>[0.1073, 0.0004]</td>\n",
       "      <td>[0.1013, 0.0003]</td>\n",
       "      <td>[0.0968, 0.0003]</td>\n",
       "      <td>[0.1172, 0.0005]</td>\n",
       "      <td>[0.0792, 0.0002]</td>\n",
       "      <td>[0.0894, 0.0003]</td>\n",
       "      <td>[0.0823, 0.0004]</td>\n",
       "      <td>[0.1123, 0.0005]</td>\n",
       "      <td>[0.1393, 0.0005]</td>\n",
       "      <td>[0.0479, 0.0003]</td>\n",
       "      <td>[0.2552, 0.0007]</td>\n",
       "      <td>0.1673</td>\n",
       "      <td>0.1073</td>\n",
       "      <td>0.0894</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1625, 0.0004]</td>\n",
       "      <td>[0.1083, 0.0004]</td>\n",
       "      <td>[0.1017, 0.0003]</td>\n",
       "      <td>[0.0966, 0.0003]</td>\n",
       "      <td>[0.1185, 0.0005]</td>\n",
       "      <td>[0.0778, 0.0002]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.0816, 0.0004]</td>\n",
       "      <td>[0.1109, 0.0005]</td>\n",
       "      <td>[0.1362, 0.0005]</td>\n",
       "      <td>[0.0472, 0.0003]</td>\n",
       "      <td>[0.2423, 0.0007]</td>\n",
       "      <td>0.1625</td>\n",
       "      <td>0.1083</td>\n",
       "      <td>0.0893</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.166, 0.0004]</td>\n",
       "      <td>[0.1085, 0.0004]</td>\n",
       "      <td>[0.1021, 0.0003]</td>\n",
       "      <td>[0.0971, 0.0003]</td>\n",
       "      <td>[0.1181, 0.0005]</td>\n",
       "      <td>[0.0785, 0.0002]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.0832, 0.0004]</td>\n",
       "      <td>[0.1133, 0.0005]</td>\n",
       "      <td>[0.1396, 0.0005]</td>\n",
       "      <td>[0.0476, 0.0003]</td>\n",
       "      <td>[0.2514, 0.0007]</td>\n",
       "      <td>0.1660</td>\n",
       "      <td>0.1085</td>\n",
       "      <td>0.0893</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1587, 0.0004]</td>\n",
       "      <td>[0.1078, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0003]</td>\n",
       "      <td>[0.0956, 0.0003]</td>\n",
       "      <td>[0.1181, 0.0005]</td>\n",
       "      <td>[0.0767, 0.0002]</td>\n",
       "      <td>[0.0888, 0.0003]</td>\n",
       "      <td>[0.0803, 0.0004]</td>\n",
       "      <td>[0.1082, 0.0005]</td>\n",
       "      <td>[0.1323, 0.0005]</td>\n",
       "      <td>[0.0464, 0.0003]</td>\n",
       "      <td>[0.2334, 0.0006]</td>\n",
       "      <td>0.1587</td>\n",
       "      <td>0.1078</td>\n",
       "      <td>0.0888</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1607, 0.0004]</td>\n",
       "      <td>[0.1078, 0.0004]</td>\n",
       "      <td>[0.101, 0.0003]</td>\n",
       "      <td>[0.0958, 0.0003]</td>\n",
       "      <td>[0.1179, 0.0005]</td>\n",
       "      <td>[0.0771, 0.0002]</td>\n",
       "      <td>[0.0888, 0.0003]</td>\n",
       "      <td>[0.081, 0.0004]</td>\n",
       "      <td>[0.1097, 0.0005]</td>\n",
       "      <td>[0.1344, 0.0005]</td>\n",
       "      <td>[0.0467, 0.0003]</td>\n",
       "      <td>[0.2389, 0.0007]</td>\n",
       "      <td>0.1607</td>\n",
       "      <td>0.1078</td>\n",
       "      <td>0.0888</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1592, 0.0004]</td>\n",
       "      <td>[0.1079, 0.0004]</td>\n",
       "      <td>[0.101, 0.0003]</td>\n",
       "      <td>[0.0957, 0.0003]</td>\n",
       "      <td>[0.1182, 0.0005]</td>\n",
       "      <td>[0.0768, 0.0002]</td>\n",
       "      <td>[0.0888, 0.0003]</td>\n",
       "      <td>[0.0804, 0.0004]</td>\n",
       "      <td>[0.1085, 0.0005]</td>\n",
       "      <td>[0.1327, 0.0005]</td>\n",
       "      <td>[0.0466, 0.0003]</td>\n",
       "      <td>[0.2346, 0.0006]</td>\n",
       "      <td>0.1592</td>\n",
       "      <td>0.1079</td>\n",
       "      <td>0.0888</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1587, 0.0004]</td>\n",
       "      <td>[0.1077, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0003]</td>\n",
       "      <td>[0.0956, 0.0003]</td>\n",
       "      <td>[0.1177, 0.0005]</td>\n",
       "      <td>[0.0767, 0.0002]</td>\n",
       "      <td>[0.0888, 0.0003]</td>\n",
       "      <td>[0.0802, 0.0004]</td>\n",
       "      <td>[0.1084, 0.0005]</td>\n",
       "      <td>[0.1324, 0.0005]</td>\n",
       "      <td>[0.0465, 0.0003]</td>\n",
       "      <td>[0.2332, 0.0006]</td>\n",
       "      <td>0.1587</td>\n",
       "      <td>0.1077</td>\n",
       "      <td>0.0888</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.157, 0.0004]</td>\n",
       "      <td>[0.1077, 0.0004]</td>\n",
       "      <td>[0.1007, 0.0003]</td>\n",
       "      <td>[0.0952, 0.0003]</td>\n",
       "      <td>[0.1181, 0.0005]</td>\n",
       "      <td>[0.0761, 0.0002]</td>\n",
       "      <td>[0.0887, 0.0003]</td>\n",
       "      <td>[0.0794, 0.0004]</td>\n",
       "      <td>[0.1069, 0.0005]</td>\n",
       "      <td>[0.1302, 0.0005]</td>\n",
       "      <td>[0.0461, 0.0003]</td>\n",
       "      <td>[0.229, 0.0006]</td>\n",
       "      <td>0.1570</td>\n",
       "      <td>0.1077</td>\n",
       "      <td>0.0887</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1624, 0.0004]</td>\n",
       "      <td>[0.1078, 0.0004]</td>\n",
       "      <td>[0.1011, 0.0003]</td>\n",
       "      <td>[0.0959, 0.0003]</td>\n",
       "      <td>[0.1182, 0.0005]</td>\n",
       "      <td>[0.0774, 0.0002]</td>\n",
       "      <td>[0.0886, 0.0003]</td>\n",
       "      <td>[0.0818, 0.0004]</td>\n",
       "      <td>[0.1111, 0.0005]</td>\n",
       "      <td>[0.1364, 0.0005]</td>\n",
       "      <td>[0.0473, 0.0003]</td>\n",
       "      <td>[0.2433, 0.0007]</td>\n",
       "      <td>0.1624</td>\n",
       "      <td>0.1078</td>\n",
       "      <td>0.0886</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1624, 0.0004]</td>\n",
       "      <td>[0.1076, 0.0004]</td>\n",
       "      <td>[0.1011, 0.0003]</td>\n",
       "      <td>[0.0961, 0.0003]</td>\n",
       "      <td>[0.1175, 0.0005]</td>\n",
       "      <td>[0.0778, 0.0002]</td>\n",
       "      <td>[0.0886, 0.0003]</td>\n",
       "      <td>[0.0812, 0.0004]</td>\n",
       "      <td>[0.1105, 0.0005]</td>\n",
       "      <td>[0.1359, 0.0005]</td>\n",
       "      <td>[0.0468, 0.0003]</td>\n",
       "      <td>[0.2437, 0.0007]</td>\n",
       "      <td>0.1624</td>\n",
       "      <td>0.1076</td>\n",
       "      <td>0.0886</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1595, 0.0004]</td>\n",
       "      <td>[0.1075, 0.0004]</td>\n",
       "      <td>[0.1008, 0.0003]</td>\n",
       "      <td>[0.0955, 0.0003]</td>\n",
       "      <td>[0.1176, 0.0005]</td>\n",
       "      <td>[0.0768, 0.0002]</td>\n",
       "      <td>[0.0885, 0.0003]</td>\n",
       "      <td>[0.0805, 0.0004]</td>\n",
       "      <td>[0.1089, 0.0005]</td>\n",
       "      <td>[0.1332, 0.0005]</td>\n",
       "      <td>[0.0464, 0.0003]</td>\n",
       "      <td>[0.2361, 0.0006]</td>\n",
       "      <td>0.1595</td>\n",
       "      <td>0.1075</td>\n",
       "      <td>0.0885</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.163, 0.0004]</td>\n",
       "      <td>[0.1072, 0.0004]</td>\n",
       "      <td>[0.1008, 0.0003]</td>\n",
       "      <td>[0.0959, 0.0003]</td>\n",
       "      <td>[0.1169, 0.0005]</td>\n",
       "      <td>[0.0776, 0.0002]</td>\n",
       "      <td>[0.0885, 0.0003]</td>\n",
       "      <td>[0.0818, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.1372, 0.0005]</td>\n",
       "      <td>[0.047, 0.0003]</td>\n",
       "      <td>[0.2457, 0.0007]</td>\n",
       "      <td>0.1630</td>\n",
       "      <td>0.1072</td>\n",
       "      <td>0.0885</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1529, 0.0004]</td>\n",
       "      <td>[0.1024, 0.0004]</td>\n",
       "      <td>[0.0962, 0.0003]</td>\n",
       "      <td>[0.0914, 0.0003]</td>\n",
       "      <td>[0.1123, 0.0005]</td>\n",
       "      <td>[0.0739, 0.0002]</td>\n",
       "      <td>[0.0835, 0.0003]</td>\n",
       "      <td>[0.0758, 0.0004]</td>\n",
       "      <td>[0.1033, 0.0005]</td>\n",
       "      <td>[0.1271, 0.0005]</td>\n",
       "      <td>[0.0435, 0.0003]</td>\n",
       "      <td>[0.2282, 0.0006]</td>\n",
       "      <td>0.1529</td>\n",
       "      <td>0.1024</td>\n",
       "      <td>0.0835</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.158, 0.0004]</td>\n",
       "      <td>[0.1011, 0.0004]</td>\n",
       "      <td>[0.0956, 0.0003]</td>\n",
       "      <td>[0.0913, 0.0003]</td>\n",
       "      <td>[0.1099, 0.0005]</td>\n",
       "      <td>[0.0753, 0.0002]</td>\n",
       "      <td>[0.0835, 0.0003]</td>\n",
       "      <td>[0.077, 0.0004]</td>\n",
       "      <td>[0.1061, 0.0005]</td>\n",
       "      <td>[0.1319, 0.0005]</td>\n",
       "      <td>[0.0438, 0.0003]</td>\n",
       "      <td>[0.2441, 0.0007]</td>\n",
       "      <td>0.1580</td>\n",
       "      <td>0.1011</td>\n",
       "      <td>0.0835</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1513, 0.0004]</td>\n",
       "      <td>[0.1022, 0.0004]</td>\n",
       "      <td>[0.0958, 0.0003]</td>\n",
       "      <td>[0.0909, 0.0003]</td>\n",
       "      <td>[0.1124, 0.0005]</td>\n",
       "      <td>[0.0738, 0.0002]</td>\n",
       "      <td>[0.0834, 0.0003]</td>\n",
       "      <td>[0.0744, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0005]</td>\n",
       "      <td>[0.124, 0.0005]</td>\n",
       "      <td>[0.0432, 0.0003]</td>\n",
       "      <td>[0.2239, 0.0006]</td>\n",
       "      <td>0.1513</td>\n",
       "      <td>0.1022</td>\n",
       "      <td>0.0834</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1449, 0.0004]</td>\n",
       "      <td>[0.1029, 0.0004]</td>\n",
       "      <td>[0.0959, 0.0003]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.113, 0.0005]</td>\n",
       "      <td>[0.0727, 0.0002]</td>\n",
       "      <td>[0.0834, 0.0003]</td>\n",
       "      <td>[0.0726, 0.0004]</td>\n",
       "      <td>[0.0969, 0.0004]</td>\n",
       "      <td>[0.1178, 0.0005]</td>\n",
       "      <td>[0.0423, 0.0003]</td>\n",
       "      <td>[0.2075, 0.0006]</td>\n",
       "      <td>0.1449</td>\n",
       "      <td>0.1029</td>\n",
       "      <td>0.0834</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1464, 0.0004]</td>\n",
       "      <td>[0.1012, 0.0004]</td>\n",
       "      <td>[0.0949, 0.0003]</td>\n",
       "      <td>[0.0899, 0.0003]</td>\n",
       "      <td>[0.1103, 0.0005]</td>\n",
       "      <td>[0.0723, 0.0002]</td>\n",
       "      <td>[0.0833, 0.0003]</td>\n",
       "      <td>[0.0742, 0.0004]</td>\n",
       "      <td>[0.1, 0.0004]</td>\n",
       "      <td>[0.1217, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.212, 0.0006]</td>\n",
       "      <td>0.1464</td>\n",
       "      <td>0.1012</td>\n",
       "      <td>0.0833</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1522, 0.0004]</td>\n",
       "      <td>[0.1004, 0.0004]</td>\n",
       "      <td>[0.0946, 0.0003]</td>\n",
       "      <td>[0.0901, 0.0003]</td>\n",
       "      <td>[0.109, 0.0005]</td>\n",
       "      <td>[0.0736, 0.0002]</td>\n",
       "      <td>[0.0833, 0.0003]</td>\n",
       "      <td>[0.0764, 0.0004]</td>\n",
       "      <td>[0.1037, 0.0005]</td>\n",
       "      <td>[0.1274, 0.0005]</td>\n",
       "      <td>[0.0439, 0.0003]</td>\n",
       "      <td>[0.2282, 0.0006]</td>\n",
       "      <td>0.1522</td>\n",
       "      <td>0.1004</td>\n",
       "      <td>0.0833</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1526, 0.0004]</td>\n",
       "      <td>[0.1019, 0.0004]</td>\n",
       "      <td>[0.0957, 0.0003]</td>\n",
       "      <td>[0.0909, 0.0003]</td>\n",
       "      <td>[0.1113, 0.0005]</td>\n",
       "      <td>[0.0735, 0.0002]</td>\n",
       "      <td>[0.0831, 0.0003]</td>\n",
       "      <td>[0.076, 0.0004]</td>\n",
       "      <td>[0.1036, 0.0005]</td>\n",
       "      <td>[0.1274, 0.0005]</td>\n",
       "      <td>[0.0435, 0.0003]</td>\n",
       "      <td>[0.2286, 0.0006]</td>\n",
       "      <td>0.1526</td>\n",
       "      <td>0.1019</td>\n",
       "      <td>0.0831</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1487, 0.0004]</td>\n",
       "      <td>[0.1014, 0.0004]</td>\n",
       "      <td>[0.0951, 0.0003]</td>\n",
       "      <td>[0.0903, 0.0003]</td>\n",
       "      <td>[0.1105, 0.0005]</td>\n",
       "      <td>[0.0731, 0.0002]</td>\n",
       "      <td>[0.0831, 0.0003]</td>\n",
       "      <td>[0.0742, 0.0004]</td>\n",
       "      <td>[0.1002, 0.0004]</td>\n",
       "      <td>[0.1226, 0.0005]</td>\n",
       "      <td>[0.0427, 0.0003]</td>\n",
       "      <td>[0.2192, 0.0006]</td>\n",
       "      <td>0.1487</td>\n",
       "      <td>0.1014</td>\n",
       "      <td>0.0831</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1524, 0.0004]</td>\n",
       "      <td>[0.101, 0.0004]</td>\n",
       "      <td>[0.0949, 0.0003]</td>\n",
       "      <td>[0.0903, 0.0003]</td>\n",
       "      <td>[0.1106, 0.0005]</td>\n",
       "      <td>[0.0736, 0.0002]</td>\n",
       "      <td>[0.0831, 0.0003]</td>\n",
       "      <td>[0.0758, 0.0004]</td>\n",
       "      <td>[0.1027, 0.0005]</td>\n",
       "      <td>[0.1263, 0.0005]</td>\n",
       "      <td>[0.044, 0.0003]</td>\n",
       "      <td>[0.2286, 0.0006]</td>\n",
       "      <td>0.1524</td>\n",
       "      <td>0.1010</td>\n",
       "      <td>0.0831</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1517, 0.0004]</td>\n",
       "      <td>[0.1008, 0.0004]</td>\n",
       "      <td>[0.095, 0.0003]</td>\n",
       "      <td>[0.0904, 0.0003]</td>\n",
       "      <td>[0.1096, 0.0005]</td>\n",
       "      <td>[0.0741, 0.0002]</td>\n",
       "      <td>[0.0831, 0.0003]</td>\n",
       "      <td>[0.0744, 0.0004]</td>\n",
       "      <td>[0.1015, 0.0005]</td>\n",
       "      <td>[0.125, 0.0005]</td>\n",
       "      <td>[0.0427, 0.0003]</td>\n",
       "      <td>[0.2276, 0.0006]</td>\n",
       "      <td>0.1517</td>\n",
       "      <td>0.1008</td>\n",
       "      <td>0.0831</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1512, 0.0004]</td>\n",
       "      <td>[0.1012, 0.0004]</td>\n",
       "      <td>[0.0953, 0.0003]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.1098, 0.0005]</td>\n",
       "      <td>[0.0739, 0.0002]</td>\n",
       "      <td>[0.083, 0.0003]</td>\n",
       "      <td>[0.0751, 0.0004]</td>\n",
       "      <td>[0.1019, 0.0005]</td>\n",
       "      <td>[0.1253, 0.0005]</td>\n",
       "      <td>[0.043, 0.0003]</td>\n",
       "      <td>[0.2261, 0.0006]</td>\n",
       "      <td>0.1512</td>\n",
       "      <td>0.1012</td>\n",
       "      <td>0.0830</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1487, 0.0004]</td>\n",
       "      <td>[0.1007, 0.0004]</td>\n",
       "      <td>[0.0947, 0.0003]</td>\n",
       "      <td>[0.0899, 0.0003]</td>\n",
       "      <td>[0.1097, 0.0005]</td>\n",
       "      <td>[0.0732, 0.0002]</td>\n",
       "      <td>[0.083, 0.0003]</td>\n",
       "      <td>[0.0738, 0.0004]</td>\n",
       "      <td>[0.0999, 0.0005]</td>\n",
       "      <td>[0.1224, 0.0005]</td>\n",
       "      <td>[0.0425, 0.0003]</td>\n",
       "      <td>[0.2198, 0.0006]</td>\n",
       "      <td>0.1487</td>\n",
       "      <td>0.1007</td>\n",
       "      <td>0.0830</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1519, 0.0004]</td>\n",
       "      <td>[0.1004, 0.0004]</td>\n",
       "      <td>[0.0944, 0.0003]</td>\n",
       "      <td>[0.0898, 0.0003]</td>\n",
       "      <td>[0.1096, 0.0005]</td>\n",
       "      <td>[0.0734, 0.0002]</td>\n",
       "      <td>[0.0829, 0.0003]</td>\n",
       "      <td>[0.0757, 0.0004]</td>\n",
       "      <td>[0.1026, 0.0005]</td>\n",
       "      <td>[0.1261, 0.0005]</td>\n",
       "      <td>[0.0438, 0.0003]</td>\n",
       "      <td>[0.2284, 0.0006]</td>\n",
       "      <td>0.1519</td>\n",
       "      <td>0.1004</td>\n",
       "      <td>0.0829</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1499, 0.0004]</td>\n",
       "      <td>[0.101, 0.0004]</td>\n",
       "      <td>[0.095, 0.0003]</td>\n",
       "      <td>[0.0901, 0.0003]</td>\n",
       "      <td>[0.1097, 0.0005]</td>\n",
       "      <td>[0.0732, 0.0002]</td>\n",
       "      <td>[0.0828, 0.0003]</td>\n",
       "      <td>[0.0754, 0.0004]</td>\n",
       "      <td>[0.1022, 0.0005]</td>\n",
       "      <td>[0.1251, 0.0005]</td>\n",
       "      <td>[0.043, 0.0003]</td>\n",
       "      <td>[0.2232, 0.0006]</td>\n",
       "      <td>0.1499</td>\n",
       "      <td>0.1010</td>\n",
       "      <td>0.0828</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1503, 0.0004]</td>\n",
       "      <td>[0.1012, 0.0004]</td>\n",
       "      <td>[0.0948, 0.0003]</td>\n",
       "      <td>[0.09, 0.0003]</td>\n",
       "      <td>[0.1106, 0.0005]</td>\n",
       "      <td>[0.0729, 0.0002]</td>\n",
       "      <td>[0.0828, 0.0003]</td>\n",
       "      <td>[0.075, 0.0004]</td>\n",
       "      <td>[0.1016, 0.0005]</td>\n",
       "      <td>[0.1247, 0.0005]</td>\n",
       "      <td>[0.043, 0.0003]</td>\n",
       "      <td>[0.2238, 0.0006]</td>\n",
       "      <td>0.1503</td>\n",
       "      <td>0.1012</td>\n",
       "      <td>0.0828</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1531, 0.0004]</td>\n",
       "      <td>[0.1012, 0.0004]</td>\n",
       "      <td>[0.0953, 0.0003]</td>\n",
       "      <td>[0.0906, 0.0003]</td>\n",
       "      <td>[0.1104, 0.0005]</td>\n",
       "      <td>[0.074, 0.0002]</td>\n",
       "      <td>[0.0826, 0.0003]</td>\n",
       "      <td>[0.076, 0.0004]</td>\n",
       "      <td>[0.1036, 0.0005]</td>\n",
       "      <td>[0.1274, 0.0005]</td>\n",
       "      <td>[0.0435, 0.0003]</td>\n",
       "      <td>[0.2313, 0.0007]</td>\n",
       "      <td>0.1531</td>\n",
       "      <td>0.1012</td>\n",
       "      <td>0.0826</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1428, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0004]</td>\n",
       "      <td>[0.0942, 0.0003]</td>\n",
       "      <td>[0.089, 0.0003]</td>\n",
       "      <td>[0.1107, 0.0005]</td>\n",
       "      <td>[0.0712, 0.0002]</td>\n",
       "      <td>[0.0826, 0.0003]</td>\n",
       "      <td>[0.0726, 0.0004]</td>\n",
       "      <td>[0.0968, 0.0004]</td>\n",
       "      <td>[0.1173, 0.0005]</td>\n",
       "      <td>[0.0424, 0.0003]</td>\n",
       "      <td>[0.2046, 0.0006]</td>\n",
       "      <td>0.1428</td>\n",
       "      <td>0.1009</td>\n",
       "      <td>0.0826</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1419, 0.0004]</td>\n",
       "      <td>[0.1023, 0.0004]</td>\n",
       "      <td>[0.0954, 0.0003]</td>\n",
       "      <td>[0.0901, 0.0003]</td>\n",
       "      <td>[0.1125, 0.0005]</td>\n",
       "      <td>[0.0721, 0.0002]</td>\n",
       "      <td>[0.0825, 0.0003]</td>\n",
       "      <td>[0.0705, 0.0004]</td>\n",
       "      <td>[0.094, 0.0004]</td>\n",
       "      <td>[0.1143, 0.0005]</td>\n",
       "      <td>[0.0412, 0.0003]</td>\n",
       "      <td>[0.2006, 0.0006]</td>\n",
       "      <td>0.1419</td>\n",
       "      <td>0.1023</td>\n",
       "      <td>0.0825</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1508, 0.0004]</td>\n",
       "      <td>[0.0997, 0.0004]</td>\n",
       "      <td>[0.094, 0.0003]</td>\n",
       "      <td>[0.0895, 0.0003]</td>\n",
       "      <td>[0.1081, 0.0005]</td>\n",
       "      <td>[0.0734, 0.0002]</td>\n",
       "      <td>[0.0824, 0.0003]</td>\n",
       "      <td>[0.0745, 0.0004]</td>\n",
       "      <td>[0.1015, 0.0005]</td>\n",
       "      <td>[0.1249, 0.0005]</td>\n",
       "      <td>[0.0426, 0.0003]</td>\n",
       "      <td>[0.227, 0.0006]</td>\n",
       "      <td>0.1508</td>\n",
       "      <td>0.0997</td>\n",
       "      <td>0.0824</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1497, 0.0004]</td>\n",
       "      <td>[0.0996, 0.0004]</td>\n",
       "      <td>[0.0939, 0.0003]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.1083, 0.0005]</td>\n",
       "      <td>[0.0731, 0.0002]</td>\n",
       "      <td>[0.0824, 0.0003]</td>\n",
       "      <td>[0.0741, 0.0004]</td>\n",
       "      <td>[0.1007, 0.0005]</td>\n",
       "      <td>[0.1236, 0.0005]</td>\n",
       "      <td>[0.0426, 0.0003]</td>\n",
       "      <td>[0.2243, 0.0006]</td>\n",
       "      <td>0.1497</td>\n",
       "      <td>0.0996</td>\n",
       "      <td>0.0824</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1479, 0.0004]</td>\n",
       "      <td>[0.1004, 0.0004]</td>\n",
       "      <td>[0.0941, 0.0003]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.1098, 0.0005]</td>\n",
       "      <td>[0.0724, 0.0002]</td>\n",
       "      <td>[0.0824, 0.0003]</td>\n",
       "      <td>[0.0735, 0.0004]</td>\n",
       "      <td>[0.0994, 0.0004]</td>\n",
       "      <td>[0.1216, 0.0005]</td>\n",
       "      <td>[0.0427, 0.0003]</td>\n",
       "      <td>[0.2181, 0.0006]</td>\n",
       "      <td>0.1479</td>\n",
       "      <td>0.1004</td>\n",
       "      <td>0.0824</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1488, 0.0004]</td>\n",
       "      <td>[0.0986, 0.0004]</td>\n",
       "      <td>[0.0931, 0.0003]</td>\n",
       "      <td>[0.0887, 0.0003]</td>\n",
       "      <td>[0.1065, 0.0005]</td>\n",
       "      <td>[0.0731, 0.0002]</td>\n",
       "      <td>[0.0823, 0.0003]</td>\n",
       "      <td>[0.0735, 0.0004]</td>\n",
       "      <td>[0.0997, 0.0004]</td>\n",
       "      <td>[0.1225, 0.0005]</td>\n",
       "      <td>[0.0421, 0.0003]</td>\n",
       "      <td>[0.223, 0.0006]</td>\n",
       "      <td>0.1488</td>\n",
       "      <td>0.0986</td>\n",
       "      <td>0.0823</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1534, 0.0004]</td>\n",
       "      <td>[0.0996, 0.0004]</td>\n",
       "      <td>[0.094, 0.0003]</td>\n",
       "      <td>[0.0896, 0.0003]</td>\n",
       "      <td>[0.1085, 0.0005]</td>\n",
       "      <td>[0.0737, 0.0002]</td>\n",
       "      <td>[0.082, 0.0003]</td>\n",
       "      <td>[0.0751, 0.0004]</td>\n",
       "      <td>[0.1028, 0.0005]</td>\n",
       "      <td>[0.1271, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.2342, 0.0007]</td>\n",
       "      <td>0.1534</td>\n",
       "      <td>0.0996</td>\n",
       "      <td>0.0820</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.152, 0.0004]</td>\n",
       "      <td>[0.0995, 0.0004]</td>\n",
       "      <td>[0.0938, 0.0003]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.108, 0.0005]</td>\n",
       "      <td>[0.0732, 0.0002]</td>\n",
       "      <td>[0.0819, 0.0003]</td>\n",
       "      <td>[0.0753, 0.0004]</td>\n",
       "      <td>[0.1029, 0.0005]</td>\n",
       "      <td>[0.1268, 0.0005]</td>\n",
       "      <td>[0.0428, 0.0003]</td>\n",
       "      <td>[0.2308, 0.0007]</td>\n",
       "      <td>0.1520</td>\n",
       "      <td>0.0995</td>\n",
       "      <td>0.0819</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1448, 0.0004]</td>\n",
       "      <td>[0.0992, 0.0004]</td>\n",
       "      <td>[0.0929, 0.0003]</td>\n",
       "      <td>[0.0882, 0.0003]</td>\n",
       "      <td>[0.1088, 0.0005]</td>\n",
       "      <td>[0.0715, 0.0002]</td>\n",
       "      <td>[0.0819, 0.0003]</td>\n",
       "      <td>[0.0723, 0.0004]</td>\n",
       "      <td>[0.097, 0.0004]</td>\n",
       "      <td>[0.1184, 0.0005]</td>\n",
       "      <td>[0.0427, 0.0003]</td>\n",
       "      <td>[0.2112, 0.0006]</td>\n",
       "      <td>0.1448</td>\n",
       "      <td>0.0992</td>\n",
       "      <td>0.0819</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1469, 0.0004]</td>\n",
       "      <td>[0.1001, 0.0004]</td>\n",
       "      <td>[0.0935, 0.0003]</td>\n",
       "      <td>[0.0887, 0.0003]</td>\n",
       "      <td>[0.1103, 0.0005]</td>\n",
       "      <td>[0.0718, 0.0002]</td>\n",
       "      <td>[0.0818, 0.0003]</td>\n",
       "      <td>[0.0733, 0.0004]</td>\n",
       "      <td>[0.0985, 0.0005]</td>\n",
       "      <td>[0.1206, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.2162, 0.0006]</td>\n",
       "      <td>0.1469</td>\n",
       "      <td>0.1001</td>\n",
       "      <td>0.0818</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1506, 0.0004]</td>\n",
       "      <td>[0.0994, 0.0004]</td>\n",
       "      <td>[0.0937, 0.0003]</td>\n",
       "      <td>[0.0892, 0.0003]</td>\n",
       "      <td>[0.1081, 0.0005]</td>\n",
       "      <td>[0.0729, 0.0002]</td>\n",
       "      <td>[0.0816, 0.0003]</td>\n",
       "      <td>[0.0745, 0.0004]</td>\n",
       "      <td>[0.1016, 0.0005]</td>\n",
       "      <td>[0.1254, 0.0005]</td>\n",
       "      <td>[0.0425, 0.0003]</td>\n",
       "      <td>[0.2273, 0.0006]</td>\n",
       "      <td>0.1506</td>\n",
       "      <td>0.0994</td>\n",
       "      <td>0.0816</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1487, 0.0004]</td>\n",
       "      <td>[0.0988, 0.0004]</td>\n",
       "      <td>[0.0928, 0.0003]</td>\n",
       "      <td>[0.0884, 0.0003]</td>\n",
       "      <td>[0.1077, 0.0005]</td>\n",
       "      <td>[0.0722, 0.0002]</td>\n",
       "      <td>[0.0815, 0.0003]</td>\n",
       "      <td>[0.0739, 0.0004]</td>\n",
       "      <td>[0.1002, 0.0005]</td>\n",
       "      <td>[0.1231, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.2228, 0.0006]</td>\n",
       "      <td>0.1487</td>\n",
       "      <td>0.0988</td>\n",
       "      <td>0.0815</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1492, 0.0004]</td>\n",
       "      <td>[0.0983, 0.0004]</td>\n",
       "      <td>[0.0926, 0.0003]</td>\n",
       "      <td>[0.0882, 0.0003]</td>\n",
       "      <td>[0.107, 0.0005]</td>\n",
       "      <td>[0.0724, 0.0002]</td>\n",
       "      <td>[0.0814, 0.0003]</td>\n",
       "      <td>[0.0735, 0.0004]</td>\n",
       "      <td>[0.0999, 0.0005]</td>\n",
       "      <td>[0.1232, 0.0005]</td>\n",
       "      <td>[0.0424, 0.0003]</td>\n",
       "      <td>[0.2247, 0.0006]</td>\n",
       "      <td>0.1492</td>\n",
       "      <td>0.0983</td>\n",
       "      <td>0.0814</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1424, 0.0004]</td>\n",
       "      <td>[0.0975, 0.0004]</td>\n",
       "      <td>[0.0915, 0.0003]</td>\n",
       "      <td>[0.0868, 0.0003]</td>\n",
       "      <td>[0.1065, 0.0005]</td>\n",
       "      <td>[0.0708, 0.0002]</td>\n",
       "      <td>[0.08, 0.0003]</td>\n",
       "      <td>[0.0704, 0.0004]</td>\n",
       "      <td>[0.095, 0.0004]</td>\n",
       "      <td>[0.1161, 0.0005]</td>\n",
       "      <td>[0.0407, 0.0003]</td>\n",
       "      <td>[0.2092, 0.0006]</td>\n",
       "      <td>0.1424</td>\n",
       "      <td>0.0975</td>\n",
       "      <td>0.0800</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>134 rows × 26 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   model  alpha  corruption  epoch  iteration  key_dimension  lambda  \\\n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "3    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "3    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "..   ...    ...         ...    ...        ...            ...     ...   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "3    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "3    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "\n",
       "    learning_rate  mode_dimension  rank  root              NDCG  \\\n",
       "0         0.00005               1    80   0.9  [0.1654, 0.0004]   \n",
       "1         0.00005               1    80   1.0  [0.1674, 0.0004]   \n",
       "1         0.00005               1    60   1.0  [0.1676, 0.0004]   \n",
       "2         0.00005               1    80   1.1  [0.1695, 0.0004]   \n",
       "0         0.00005               1    80   0.9  [0.1643, 0.0004]   \n",
       "1         0.00005               1    80   1.0   [0.165, 0.0004]   \n",
       "1         0.00005               1    60   1.0  [0.1672, 0.0004]   \n",
       "1         0.00005               1    80   1.0  [0.1657, 0.0004]   \n",
       "0         0.00005               1    80   0.9  [0.1644, 0.0004]   \n",
       "1         0.00005               1    60   1.0  [0.1672, 0.0004]   \n",
       "2         0.00005               1    80   1.1  [0.1686, 0.0004]   \n",
       "2         0.00005               1    80   1.1   [0.168, 0.0004]   \n",
       "2         0.00005               1    60   1.1  [0.1679, 0.0004]   \n",
       "0         0.00005               1    60   0.9  [0.1643, 0.0004]   \n",
       "3         0.00010               2    60   0.9   [0.161, 0.0004]   \n",
       "0         0.00005               1    60   0.9  [0.1647, 0.0004]   \n",
       "2         0.00005               1    60   1.1  [0.1667, 0.0004]   \n",
       "0         0.00005               1    60   0.9  [0.1637, 0.0004]   \n",
       "2         0.00005               1    60   1.1  [0.1673, 0.0004]   \n",
       "2         0.00005               2    80   1.1  [0.1625, 0.0004]   \n",
       "0         0.00005               1    40   0.9   [0.166, 0.0004]   \n",
       "1         0.00005               2    80   1.0  [0.1587, 0.0004]   \n",
       "1         0.00005               2    60   1.0  [0.1607, 0.0004]   \n",
       "1         0.00005               2    80   1.0  [0.1592, 0.0004]   \n",
       "1         0.00005               2    80   1.0  [0.1587, 0.0004]   \n",
       "3         0.00010               2    80   0.9   [0.157, 0.0004]   \n",
       "2         0.00005               2    80   1.1  [0.1624, 0.0004]   \n",
       "2         0.00005               2    60   1.1  [0.1624, 0.0004]   \n",
       "1         0.00005               2    60   1.0  [0.1595, 0.0004]   \n",
       "2         0.00005               2    60   1.1   [0.163, 0.0004]   \n",
       "..            ...             ...   ...   ...               ...   \n",
       "1         0.00005               3    40   1.0  [0.1529, 0.0004]   \n",
       "2         0.00005               3    40   1.1   [0.158, 0.0004]   \n",
       "1         0.00005               2    40   1.0  [0.1513, 0.0004]   \n",
       "0         0.00005               2    60   0.9  [0.1449, 0.0004]   \n",
       "0         0.00005               4    60   0.9  [0.1464, 0.0004]   \n",
       "1         0.00005               5    60   1.0  [0.1522, 0.0004]   \n",
       "3         0.00010               3    40   0.9  [0.1526, 0.0004]   \n",
       "1         0.00005               5    80   1.0  [0.1487, 0.0004]   \n",
       "2         0.00005               4    60   1.1  [0.1524, 0.0004]   \n",
       "0         0.00005               4    40   0.9  [0.1517, 0.0004]   \n",
       "1         0.00005               5    60   1.0  [0.1512, 0.0004]   \n",
       "0         0.00005               3    40   0.9  [0.1487, 0.0004]   \n",
       "2         0.00005               5    60   1.1  [0.1519, 0.0004]   \n",
       "1         0.00005               4    40   1.0  [0.1499, 0.0004]   \n",
       "0         0.00005               3    40   0.9  [0.1503, 0.0004]   \n",
       "2         0.00005               4    60   1.1  [0.1531, 0.0004]   \n",
       "0         0.00005               4    60   0.9  [0.1428, 0.0004]   \n",
       "3         0.00010               2    80   0.9  [0.1419, 0.0004]   \n",
       "0         0.00005               4    40   0.9  [0.1508, 0.0004]   \n",
       "1         0.00005               5    40   1.0  [0.1497, 0.0004]   \n",
       "0         0.00005               4    60   0.9  [0.1479, 0.0004]   \n",
       "0         0.00005               5    40   0.9  [0.1488, 0.0004]   \n",
       "2         0.00005               4    40   1.1  [0.1534, 0.0004]   \n",
       "1         0.00005               4    40   1.0   [0.152, 0.0004]   \n",
       "2         0.00005               4    80   1.1  [0.1448, 0.0004]   \n",
       "2         0.00005               5    80   1.1  [0.1469, 0.0004]   \n",
       "0         0.00005               5    40   0.9  [0.1506, 0.0004]   \n",
       "2         0.00005               5    60   1.1  [0.1487, 0.0004]   \n",
       "2         0.00005               5    40   1.1  [0.1492, 0.0004]   \n",
       "0         0.00005               4    40   0.9  [0.1424, 0.0004]   \n",
       "\n",
       "        Precision@10      Precision@15      Precision@20       Precision@5  \\\n",
       "0   [0.1114, 0.0004]  [0.1042, 0.0003]  [0.0985, 0.0003]  [0.1223, 0.0005]   \n",
       "1   [0.1095, 0.0004]  [0.1033, 0.0003]  [0.0983, 0.0003]   [0.119, 0.0005]   \n",
       "1   [0.1098, 0.0004]  [0.1033, 0.0003]  [0.0982, 0.0003]  [0.1196, 0.0005]   \n",
       "2   [0.1087, 0.0004]  [0.1025, 0.0003]  [0.0977, 0.0003]  [0.1189, 0.0005]   \n",
       "0   [0.1111, 0.0004]  [0.1038, 0.0003]  [0.0982, 0.0003]  [0.1219, 0.0005]   \n",
       "1   [0.1094, 0.0004]  [0.1029, 0.0003]  [0.0977, 0.0003]  [0.1188, 0.0005]   \n",
       "1   [0.1095, 0.0004]   [0.103, 0.0003]   [0.098, 0.0003]   [0.119, 0.0005]   \n",
       "1   [0.1094, 0.0004]  [0.1029, 0.0003]  [0.0978, 0.0003]  [0.1188, 0.0005]   \n",
       "0   [0.1108, 0.0004]  [0.1038, 0.0003]  [0.0982, 0.0003]  [0.1213, 0.0005]   \n",
       "1   [0.1095, 0.0004]   [0.103, 0.0003]  [0.0979, 0.0003]   [0.119, 0.0005]   \n",
       "2   [0.1084, 0.0004]  [0.1021, 0.0003]  [0.0973, 0.0003]  [0.1188, 0.0005]   \n",
       "2   [0.1083, 0.0004]  [0.1021, 0.0003]  [0.0974, 0.0003]  [0.1183, 0.0005]   \n",
       "2   [0.1075, 0.0004]  [0.1015, 0.0003]  [0.0969, 0.0003]  [0.1173, 0.0005]   \n",
       "0   [0.1089, 0.0004]  [0.1025, 0.0003]  [0.0973, 0.0003]  [0.1182, 0.0005]   \n",
       "3   [0.1086, 0.0004]  [0.1016, 0.0003]  [0.0962, 0.0003]  [0.1187, 0.0005]   \n",
       "0   [0.1092, 0.0004]  [0.1026, 0.0003]  [0.0974, 0.0003]  [0.1188, 0.0005]   \n",
       "2   [0.1069, 0.0004]  [0.1009, 0.0003]  [0.0965, 0.0003]  [0.1168, 0.0005]   \n",
       "0   [0.1083, 0.0004]  [0.1017, 0.0003]  [0.0965, 0.0003]  [0.1177, 0.0005]   \n",
       "2   [0.1073, 0.0004]  [0.1013, 0.0003]  [0.0968, 0.0003]  [0.1172, 0.0005]   \n",
       "2   [0.1083, 0.0004]  [0.1017, 0.0003]  [0.0966, 0.0003]  [0.1185, 0.0005]   \n",
       "0   [0.1085, 0.0004]  [0.1021, 0.0003]  [0.0971, 0.0003]  [0.1181, 0.0005]   \n",
       "1   [0.1078, 0.0004]  [0.1009, 0.0003]  [0.0956, 0.0003]  [0.1181, 0.0005]   \n",
       "1   [0.1078, 0.0004]   [0.101, 0.0003]  [0.0958, 0.0003]  [0.1179, 0.0005]   \n",
       "1   [0.1079, 0.0004]   [0.101, 0.0003]  [0.0957, 0.0003]  [0.1182, 0.0005]   \n",
       "1   [0.1077, 0.0004]  [0.1009, 0.0003]  [0.0956, 0.0003]  [0.1177, 0.0005]   \n",
       "3   [0.1077, 0.0004]  [0.1007, 0.0003]  [0.0952, 0.0003]  [0.1181, 0.0005]   \n",
       "2   [0.1078, 0.0004]  [0.1011, 0.0003]  [0.0959, 0.0003]  [0.1182, 0.0005]   \n",
       "2   [0.1076, 0.0004]  [0.1011, 0.0003]  [0.0961, 0.0003]  [0.1175, 0.0005]   \n",
       "1   [0.1075, 0.0004]  [0.1008, 0.0003]  [0.0955, 0.0003]  [0.1176, 0.0005]   \n",
       "2   [0.1072, 0.0004]  [0.1008, 0.0003]  [0.0959, 0.0003]  [0.1169, 0.0005]   \n",
       "..               ...               ...               ...               ...   \n",
       "1   [0.1024, 0.0004]  [0.0962, 0.0003]  [0.0914, 0.0003]  [0.1123, 0.0005]   \n",
       "2   [0.1011, 0.0004]  [0.0956, 0.0003]  [0.0913, 0.0003]  [0.1099, 0.0005]   \n",
       "1   [0.1022, 0.0004]  [0.0958, 0.0003]  [0.0909, 0.0003]  [0.1124, 0.0005]   \n",
       "0   [0.1029, 0.0004]  [0.0959, 0.0003]  [0.0907, 0.0003]   [0.113, 0.0005]   \n",
       "0   [0.1012, 0.0004]  [0.0949, 0.0003]  [0.0899, 0.0003]  [0.1103, 0.0005]   \n",
       "1   [0.1004, 0.0004]  [0.0946, 0.0003]  [0.0901, 0.0003]   [0.109, 0.0005]   \n",
       "3   [0.1019, 0.0004]  [0.0957, 0.0003]  [0.0909, 0.0003]  [0.1113, 0.0005]   \n",
       "1   [0.1014, 0.0004]  [0.0951, 0.0003]  [0.0903, 0.0003]  [0.1105, 0.0005]   \n",
       "2    [0.101, 0.0004]  [0.0949, 0.0003]  [0.0903, 0.0003]  [0.1106, 0.0005]   \n",
       "0   [0.1008, 0.0004]   [0.095, 0.0003]  [0.0904, 0.0003]  [0.1096, 0.0005]   \n",
       "1   [0.1012, 0.0004]  [0.0953, 0.0003]  [0.0907, 0.0003]  [0.1098, 0.0005]   \n",
       "0   [0.1007, 0.0004]  [0.0947, 0.0003]  [0.0899, 0.0003]  [0.1097, 0.0005]   \n",
       "2   [0.1004, 0.0004]  [0.0944, 0.0003]  [0.0898, 0.0003]  [0.1096, 0.0005]   \n",
       "1    [0.101, 0.0004]   [0.095, 0.0003]  [0.0901, 0.0003]  [0.1097, 0.0005]   \n",
       "0   [0.1012, 0.0004]  [0.0948, 0.0003]    [0.09, 0.0003]  [0.1106, 0.0005]   \n",
       "2   [0.1012, 0.0004]  [0.0953, 0.0003]  [0.0906, 0.0003]  [0.1104, 0.0005]   \n",
       "0   [0.1009, 0.0004]  [0.0942, 0.0003]   [0.089, 0.0003]  [0.1107, 0.0005]   \n",
       "3   [0.1023, 0.0004]  [0.0954, 0.0003]  [0.0901, 0.0003]  [0.1125, 0.0005]   \n",
       "0   [0.0997, 0.0004]   [0.094, 0.0003]  [0.0895, 0.0003]  [0.1081, 0.0005]   \n",
       "1   [0.0996, 0.0004]  [0.0939, 0.0003]  [0.0893, 0.0003]  [0.1083, 0.0005]   \n",
       "0   [0.1004, 0.0004]  [0.0941, 0.0003]  [0.0893, 0.0003]  [0.1098, 0.0005]   \n",
       "0   [0.0986, 0.0004]  [0.0931, 0.0003]  [0.0887, 0.0003]  [0.1065, 0.0005]   \n",
       "2   [0.0996, 0.0004]   [0.094, 0.0003]  [0.0896, 0.0003]  [0.1085, 0.0005]   \n",
       "1   [0.0995, 0.0004]  [0.0938, 0.0003]  [0.0893, 0.0003]   [0.108, 0.0005]   \n",
       "2   [0.0992, 0.0004]  [0.0929, 0.0003]  [0.0882, 0.0003]  [0.1088, 0.0005]   \n",
       "2   [0.1001, 0.0004]  [0.0935, 0.0003]  [0.0887, 0.0003]  [0.1103, 0.0005]   \n",
       "0   [0.0994, 0.0004]  [0.0937, 0.0003]  [0.0892, 0.0003]  [0.1081, 0.0005]   \n",
       "2   [0.0988, 0.0004]  [0.0928, 0.0003]  [0.0884, 0.0003]  [0.1077, 0.0005]   \n",
       "2   [0.0983, 0.0004]  [0.0926, 0.0003]  [0.0882, 0.0003]   [0.107, 0.0005]   \n",
       "0   [0.0975, 0.0004]  [0.0915, 0.0003]  [0.0868, 0.0003]  [0.1065, 0.0005]   \n",
       "\n",
       "        Precision@50       R-Precision         Recall@10         Recall@15  \\\n",
       "0   [0.0788, 0.0002]  [0.0913, 0.0003]  [0.0825, 0.0004]  [0.1119, 0.0005]   \n",
       "1   [0.0796, 0.0002]   [0.091, 0.0003]  [0.0831, 0.0004]  [0.1133, 0.0005]   \n",
       "1   [0.0792, 0.0002]   [0.091, 0.0003]  [0.0839, 0.0004]  [0.1141, 0.0005]   \n",
       "2   [0.0798, 0.0002]   [0.091, 0.0003]  [0.0844, 0.0004]  [0.1149, 0.0005]   \n",
       "0   [0.0785, 0.0002]  [0.0909, 0.0003]   [0.082, 0.0004]  [0.1111, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0909, 0.0003]  [0.0821, 0.0004]  [0.1114, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0907, 0.0003]  [0.0837, 0.0004]   [0.114, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0907, 0.0003]  [0.0826, 0.0004]  [0.1123, 0.0005]   \n",
       "0   [0.0787, 0.0002]  [0.0907, 0.0003]  [0.0818, 0.0004]  [0.1109, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0906, 0.0003]  [0.0835, 0.0004]  [0.1138, 0.0005]   \n",
       "2   [0.0794, 0.0002]  [0.0905, 0.0003]  [0.0838, 0.0004]  [0.1142, 0.0005]   \n",
       "2   [0.0796, 0.0002]  [0.0903, 0.0003]  [0.0829, 0.0004]  [0.1132, 0.0005]   \n",
       "2   [0.0793, 0.0002]  [0.0901, 0.0003]  [0.0836, 0.0004]  [0.1137, 0.0005]   \n",
       "0   [0.0784, 0.0002]  [0.0897, 0.0003]  [0.0814, 0.0004]  [0.1114, 0.0005]   \n",
       "3   [0.0773, 0.0002]  [0.0896, 0.0003]  [0.0813, 0.0004]  [0.1096, 0.0005]   \n",
       "0   [0.0784, 0.0002]  [0.0895, 0.0003]  [0.0816, 0.0004]  [0.1116, 0.0005]   \n",
       "2    [0.079, 0.0002]  [0.0894, 0.0003]  [0.0823, 0.0004]  [0.1121, 0.0005]   \n",
       "0   [0.0779, 0.0002]  [0.0894, 0.0003]  [0.0819, 0.0004]  [0.1114, 0.0005]   \n",
       "2   [0.0792, 0.0002]  [0.0894, 0.0003]  [0.0823, 0.0004]  [0.1123, 0.0005]   \n",
       "2   [0.0778, 0.0002]  [0.0893, 0.0003]  [0.0816, 0.0004]  [0.1109, 0.0005]   \n",
       "0   [0.0785, 0.0002]  [0.0893, 0.0003]  [0.0832, 0.0004]  [0.1133, 0.0005]   \n",
       "1   [0.0767, 0.0002]  [0.0888, 0.0003]  [0.0803, 0.0004]  [0.1082, 0.0005]   \n",
       "1   [0.0771, 0.0002]  [0.0888, 0.0003]   [0.081, 0.0004]  [0.1097, 0.0005]   \n",
       "1   [0.0768, 0.0002]  [0.0888, 0.0003]  [0.0804, 0.0004]  [0.1085, 0.0005]   \n",
       "1   [0.0767, 0.0002]  [0.0888, 0.0003]  [0.0802, 0.0004]  [0.1084, 0.0005]   \n",
       "3   [0.0761, 0.0002]  [0.0887, 0.0003]  [0.0794, 0.0004]  [0.1069, 0.0005]   \n",
       "2   [0.0774, 0.0002]  [0.0886, 0.0003]  [0.0818, 0.0004]  [0.1111, 0.0005]   \n",
       "2   [0.0778, 0.0002]  [0.0886, 0.0003]  [0.0812, 0.0004]  [0.1105, 0.0005]   \n",
       "1   [0.0768, 0.0002]  [0.0885, 0.0003]  [0.0805, 0.0004]  [0.1089, 0.0005]   \n",
       "2   [0.0776, 0.0002]  [0.0885, 0.0003]  [0.0818, 0.0004]  [0.1114, 0.0005]   \n",
       "..               ...               ...               ...               ...   \n",
       "1   [0.0739, 0.0002]  [0.0835, 0.0003]  [0.0758, 0.0004]  [0.1033, 0.0005]   \n",
       "2   [0.0753, 0.0002]  [0.0835, 0.0003]   [0.077, 0.0004]  [0.1061, 0.0005]   \n",
       "1   [0.0738, 0.0002]  [0.0834, 0.0003]  [0.0744, 0.0004]  [0.1009, 0.0005]   \n",
       "0   [0.0727, 0.0002]  [0.0834, 0.0003]  [0.0726, 0.0004]  [0.0969, 0.0004]   \n",
       "0   [0.0723, 0.0002]  [0.0833, 0.0003]  [0.0742, 0.0004]     [0.1, 0.0004]   \n",
       "1   [0.0736, 0.0002]  [0.0833, 0.0003]  [0.0764, 0.0004]  [0.1037, 0.0005]   \n",
       "3   [0.0735, 0.0002]  [0.0831, 0.0003]   [0.076, 0.0004]  [0.1036, 0.0005]   \n",
       "1   [0.0731, 0.0002]  [0.0831, 0.0003]  [0.0742, 0.0004]  [0.1002, 0.0004]   \n",
       "2   [0.0736, 0.0002]  [0.0831, 0.0003]  [0.0758, 0.0004]  [0.1027, 0.0005]   \n",
       "0   [0.0741, 0.0002]  [0.0831, 0.0003]  [0.0744, 0.0004]  [0.1015, 0.0005]   \n",
       "1   [0.0739, 0.0002]   [0.083, 0.0003]  [0.0751, 0.0004]  [0.1019, 0.0005]   \n",
       "0   [0.0732, 0.0002]   [0.083, 0.0003]  [0.0738, 0.0004]  [0.0999, 0.0005]   \n",
       "2   [0.0734, 0.0002]  [0.0829, 0.0003]  [0.0757, 0.0004]  [0.1026, 0.0005]   \n",
       "1   [0.0732, 0.0002]  [0.0828, 0.0003]  [0.0754, 0.0004]  [0.1022, 0.0005]   \n",
       "0   [0.0729, 0.0002]  [0.0828, 0.0003]   [0.075, 0.0004]  [0.1016, 0.0005]   \n",
       "2    [0.074, 0.0002]  [0.0826, 0.0003]   [0.076, 0.0004]  [0.1036, 0.0005]   \n",
       "0   [0.0712, 0.0002]  [0.0826, 0.0003]  [0.0726, 0.0004]  [0.0968, 0.0004]   \n",
       "3   [0.0721, 0.0002]  [0.0825, 0.0003]  [0.0705, 0.0004]   [0.094, 0.0004]   \n",
       "0   [0.0734, 0.0002]  [0.0824, 0.0003]  [0.0745, 0.0004]  [0.1015, 0.0005]   \n",
       "1   [0.0731, 0.0002]  [0.0824, 0.0003]  [0.0741, 0.0004]  [0.1007, 0.0005]   \n",
       "0   [0.0724, 0.0002]  [0.0824, 0.0003]  [0.0735, 0.0004]  [0.0994, 0.0004]   \n",
       "0   [0.0731, 0.0002]  [0.0823, 0.0003]  [0.0735, 0.0004]  [0.0997, 0.0004]   \n",
       "2   [0.0737, 0.0002]   [0.082, 0.0003]  [0.0751, 0.0004]  [0.1028, 0.0005]   \n",
       "1   [0.0732, 0.0002]  [0.0819, 0.0003]  [0.0753, 0.0004]  [0.1029, 0.0005]   \n",
       "2   [0.0715, 0.0002]  [0.0819, 0.0003]  [0.0723, 0.0004]   [0.097, 0.0004]   \n",
       "2   [0.0718, 0.0002]  [0.0818, 0.0003]  [0.0733, 0.0004]  [0.0985, 0.0005]   \n",
       "0   [0.0729, 0.0002]  [0.0816, 0.0003]  [0.0745, 0.0004]  [0.1016, 0.0005]   \n",
       "2   [0.0722, 0.0002]  [0.0815, 0.0003]  [0.0739, 0.0004]  [0.1002, 0.0005]   \n",
       "2   [0.0724, 0.0002]  [0.0814, 0.0003]  [0.0735, 0.0004]  [0.0999, 0.0005]   \n",
       "0   [0.0708, 0.0002]    [0.08, 0.0003]  [0.0704, 0.0004]   [0.095, 0.0004]   \n",
       "\n",
       "           Recall@20          Recall@5         Recall@50  NDCG_Score  \\\n",
       "0   [0.1372, 0.0005]  [0.0475, 0.0003]  [0.2452, 0.0007]      0.1654   \n",
       "1   [0.1398, 0.0005]  [0.0479, 0.0003]  [0.2522, 0.0007]      0.1674   \n",
       "1   [0.1406, 0.0005]  [0.0484, 0.0003]  [0.2525, 0.0007]      0.1676   \n",
       "2   [0.1418, 0.0006]  [0.0492, 0.0003]  [0.2574, 0.0007]      0.1695   \n",
       "0    [0.136, 0.0005]  [0.0472, 0.0003]  [0.2435, 0.0006]      0.1643   \n",
       "1   [0.1369, 0.0005]  [0.0473, 0.0003]  [0.2466, 0.0007]      0.1650   \n",
       "1   [0.1404, 0.0005]  [0.0482, 0.0003]  [0.2523, 0.0007]      0.1672   \n",
       "1   [0.1382, 0.0005]  [0.0474, 0.0003]  [0.2486, 0.0007]      0.1657   \n",
       "0   [0.1359, 0.0005]  [0.0472, 0.0003]   [0.244, 0.0006]      0.1644   \n",
       "1   [0.1404, 0.0005]   [0.048, 0.0003]  [0.2523, 0.0007]      0.1672   \n",
       "2   [0.1412, 0.0006]  [0.0489, 0.0003]  [0.2561, 0.0007]      0.1686   \n",
       "2   [0.1401, 0.0005]  [0.0483, 0.0003]  [0.2549, 0.0007]      0.1680   \n",
       "2   [0.1405, 0.0006]  [0.0486, 0.0003]  [0.2552, 0.0007]      0.1679   \n",
       "0   [0.1372, 0.0005]  [0.0465, 0.0003]  [0.2474, 0.0007]      0.1643   \n",
       "3   [0.1341, 0.0005]  [0.0469, 0.0003]  [0.2377, 0.0006]      0.1610   \n",
       "0   [0.1375, 0.0005]  [0.0465, 0.0003]  [0.2475, 0.0007]      0.1647   \n",
       "2   [0.1391, 0.0006]  [0.0481, 0.0003]  [0.2541, 0.0007]      0.1667   \n",
       "0   [0.1369, 0.0005]   [0.047, 0.0003]  [0.2453, 0.0007]      0.1637   \n",
       "2   [0.1393, 0.0005]  [0.0479, 0.0003]  [0.2552, 0.0007]      0.1673   \n",
       "2   [0.1362, 0.0005]  [0.0472, 0.0003]  [0.2423, 0.0007]      0.1625   \n",
       "0   [0.1396, 0.0005]  [0.0476, 0.0003]  [0.2514, 0.0007]      0.1660   \n",
       "1   [0.1323, 0.0005]  [0.0464, 0.0003]  [0.2334, 0.0006]      0.1587   \n",
       "1   [0.1344, 0.0005]  [0.0467, 0.0003]  [0.2389, 0.0007]      0.1607   \n",
       "1   [0.1327, 0.0005]  [0.0466, 0.0003]  [0.2346, 0.0006]      0.1592   \n",
       "1   [0.1324, 0.0005]  [0.0465, 0.0003]  [0.2332, 0.0006]      0.1587   \n",
       "3   [0.1302, 0.0005]  [0.0461, 0.0003]   [0.229, 0.0006]      0.1570   \n",
       "2   [0.1364, 0.0005]  [0.0473, 0.0003]  [0.2433, 0.0007]      0.1624   \n",
       "2   [0.1359, 0.0005]  [0.0468, 0.0003]  [0.2437, 0.0007]      0.1624   \n",
       "1   [0.1332, 0.0005]  [0.0464, 0.0003]  [0.2361, 0.0006]      0.1595   \n",
       "2   [0.1372, 0.0005]   [0.047, 0.0003]  [0.2457, 0.0007]      0.1630   \n",
       "..               ...               ...               ...         ...   \n",
       "1   [0.1271, 0.0005]  [0.0435, 0.0003]  [0.2282, 0.0006]      0.1529   \n",
       "2   [0.1319, 0.0005]  [0.0438, 0.0003]  [0.2441, 0.0007]      0.1580   \n",
       "1    [0.124, 0.0005]  [0.0432, 0.0003]  [0.2239, 0.0006]      0.1513   \n",
       "0   [0.1178, 0.0005]  [0.0423, 0.0003]  [0.2075, 0.0006]      0.1449   \n",
       "0   [0.1217, 0.0005]  [0.0429, 0.0003]   [0.212, 0.0006]      0.1464   \n",
       "1   [0.1274, 0.0005]  [0.0439, 0.0003]  [0.2282, 0.0006]      0.1522   \n",
       "3   [0.1274, 0.0005]  [0.0435, 0.0003]  [0.2286, 0.0006]      0.1526   \n",
       "1   [0.1226, 0.0005]  [0.0427, 0.0003]  [0.2192, 0.0006]      0.1487   \n",
       "2   [0.1263, 0.0005]   [0.044, 0.0003]  [0.2286, 0.0006]      0.1524   \n",
       "0    [0.125, 0.0005]  [0.0427, 0.0003]  [0.2276, 0.0006]      0.1517   \n",
       "1   [0.1253, 0.0005]   [0.043, 0.0003]  [0.2261, 0.0006]      0.1512   \n",
       "0   [0.1224, 0.0005]  [0.0425, 0.0003]  [0.2198, 0.0006]      0.1487   \n",
       "2   [0.1261, 0.0005]  [0.0438, 0.0003]  [0.2284, 0.0006]      0.1519   \n",
       "1   [0.1251, 0.0005]   [0.043, 0.0003]  [0.2232, 0.0006]      0.1499   \n",
       "0   [0.1247, 0.0005]   [0.043, 0.0003]  [0.2238, 0.0006]      0.1503   \n",
       "2   [0.1274, 0.0005]  [0.0435, 0.0003]  [0.2313, 0.0007]      0.1531   \n",
       "0   [0.1173, 0.0005]  [0.0424, 0.0003]  [0.2046, 0.0006]      0.1428   \n",
       "3   [0.1143, 0.0005]  [0.0412, 0.0003]  [0.2006, 0.0006]      0.1419   \n",
       "0   [0.1249, 0.0005]  [0.0426, 0.0003]   [0.227, 0.0006]      0.1508   \n",
       "1   [0.1236, 0.0005]  [0.0426, 0.0003]  [0.2243, 0.0006]      0.1497   \n",
       "0   [0.1216, 0.0005]  [0.0427, 0.0003]  [0.2181, 0.0006]      0.1479   \n",
       "0   [0.1225, 0.0005]  [0.0421, 0.0003]   [0.223, 0.0006]      0.1488   \n",
       "2   [0.1271, 0.0005]  [0.0429, 0.0003]  [0.2342, 0.0007]      0.1534   \n",
       "1   [0.1268, 0.0005]  [0.0428, 0.0003]  [0.2308, 0.0007]      0.1520   \n",
       "2   [0.1184, 0.0005]  [0.0427, 0.0003]  [0.2112, 0.0006]      0.1448   \n",
       "2   [0.1206, 0.0005]  [0.0429, 0.0003]  [0.2162, 0.0006]      0.1469   \n",
       "0   [0.1254, 0.0005]  [0.0425, 0.0003]  [0.2273, 0.0006]      0.1506   \n",
       "2   [0.1231, 0.0005]  [0.0429, 0.0003]  [0.2228, 0.0006]      0.1487   \n",
       "2   [0.1232, 0.0005]  [0.0424, 0.0003]  [0.2247, 0.0006]      0.1492   \n",
       "0   [0.1161, 0.0005]  [0.0407, 0.0003]  [0.2092, 0.0006]      0.1424   \n",
       "\n",
       "    Precision@10_Score  R-Precision_Score  \n",
       "0               0.1114             0.0913  \n",
       "1               0.1095             0.0910  \n",
       "1               0.1098             0.0910  \n",
       "2               0.1087             0.0910  \n",
       "0               0.1111             0.0909  \n",
       "1               0.1094             0.0909  \n",
       "1               0.1095             0.0907  \n",
       "1               0.1094             0.0907  \n",
       "0               0.1108             0.0907  \n",
       "1               0.1095             0.0906  \n",
       "2               0.1084             0.0905  \n",
       "2               0.1083             0.0903  \n",
       "2               0.1075             0.0901  \n",
       "0               0.1089             0.0897  \n",
       "3               0.1086             0.0896  \n",
       "0               0.1092             0.0895  \n",
       "2               0.1069             0.0894  \n",
       "0               0.1083             0.0894  \n",
       "2               0.1073             0.0894  \n",
       "2               0.1083             0.0893  \n",
       "0               0.1085             0.0893  \n",
       "1               0.1078             0.0888  \n",
       "1               0.1078             0.0888  \n",
       "1               0.1079             0.0888  \n",
       "1               0.1077             0.0888  \n",
       "3               0.1077             0.0887  \n",
       "2               0.1078             0.0886  \n",
       "2               0.1076             0.0886  \n",
       "1               0.1075             0.0885  \n",
       "2               0.1072             0.0885  \n",
       "..                 ...                ...  \n",
       "1               0.1024             0.0835  \n",
       "2               0.1011             0.0835  \n",
       "1               0.1022             0.0834  \n",
       "0               0.1029             0.0834  \n",
       "0               0.1012             0.0833  \n",
       "1               0.1004             0.0833  \n",
       "3               0.1019             0.0831  \n",
       "1               0.1014             0.0831  \n",
       "2               0.1010             0.0831  \n",
       "0               0.1008             0.0831  \n",
       "1               0.1012             0.0830  \n",
       "0               0.1007             0.0830  \n",
       "2               0.1004             0.0829  \n",
       "1               0.1010             0.0828  \n",
       "0               0.1012             0.0828  \n",
       "2               0.1012             0.0826  \n",
       "0               0.1009             0.0826  \n",
       "3               0.1023             0.0825  \n",
       "0               0.0997             0.0824  \n",
       "1               0.0996             0.0824  \n",
       "0               0.1004             0.0824  \n",
       "0               0.0986             0.0823  \n",
       "2               0.0996             0.0820  \n",
       "1               0.0995             0.0819  \n",
       "2               0.0992             0.0819  \n",
       "2               0.1001             0.0818  \n",
       "0               0.0994             0.0816  \n",
       "2               0.0988             0.0815  \n",
       "2               0.0983             0.0814  \n",
       "0               0.0975             0.0800  \n",
       "\n",
       "[134 rows x 26 columns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sort_tuning_results(df=df_tuning_results, metric='R-Precision')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>model</th>\n",
       "      <th>alpha</th>\n",
       "      <th>corruption</th>\n",
       "      <th>epoch</th>\n",
       "      <th>iteration</th>\n",
       "      <th>key_dimension</th>\n",
       "      <th>lambda</th>\n",
       "      <th>learning_rate</th>\n",
       "      <th>mode_dimension</th>\n",
       "      <th>rank</th>\n",
       "      <th>root</th>\n",
       "      <th>NDCG</th>\n",
       "      <th>Precision@10</th>\n",
       "      <th>Precision@15</th>\n",
       "      <th>Precision@20</th>\n",
       "      <th>Precision@5</th>\n",
       "      <th>Precision@50</th>\n",
       "      <th>R-Precision</th>\n",
       "      <th>Recall@10</th>\n",
       "      <th>Recall@15</th>\n",
       "      <th>Recall@20</th>\n",
       "      <th>Recall@5</th>\n",
       "      <th>Recall@50</th>\n",
       "      <th>NDCG_Score</th>\n",
       "      <th>Precision@10_Score</th>\n",
       "      <th>R-Precision_Score</th>\n",
       "      <th>Recall@10_Score</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1695, 0.0004]</td>\n",
       "      <td>[0.1087, 0.0004]</td>\n",
       "      <td>[0.1025, 0.0003]</td>\n",
       "      <td>[0.0977, 0.0003]</td>\n",
       "      <td>[0.1189, 0.0005]</td>\n",
       "      <td>[0.0798, 0.0002]</td>\n",
       "      <td>[0.091, 0.0003]</td>\n",
       "      <td>[0.0844, 0.0004]</td>\n",
       "      <td>[0.1149, 0.0005]</td>\n",
       "      <td>[0.1418, 0.0006]</td>\n",
       "      <td>[0.0492, 0.0003]</td>\n",
       "      <td>[0.2574, 0.0007]</td>\n",
       "      <td>0.1695</td>\n",
       "      <td>0.1087</td>\n",
       "      <td>0.0910</td>\n",
       "      <td>0.0844</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1676, 0.0004]</td>\n",
       "      <td>[0.1098, 0.0004]</td>\n",
       "      <td>[0.1033, 0.0003]</td>\n",
       "      <td>[0.0982, 0.0003]</td>\n",
       "      <td>[0.1196, 0.0005]</td>\n",
       "      <td>[0.0792, 0.0002]</td>\n",
       "      <td>[0.091, 0.0003]</td>\n",
       "      <td>[0.0839, 0.0004]</td>\n",
       "      <td>[0.1141, 0.0005]</td>\n",
       "      <td>[0.1406, 0.0005]</td>\n",
       "      <td>[0.0484, 0.0003]</td>\n",
       "      <td>[0.2525, 0.0007]</td>\n",
       "      <td>0.1676</td>\n",
       "      <td>0.1098</td>\n",
       "      <td>0.0910</td>\n",
       "      <td>0.0839</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1686, 0.0004]</td>\n",
       "      <td>[0.1084, 0.0004]</td>\n",
       "      <td>[0.1021, 0.0003]</td>\n",
       "      <td>[0.0973, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.0794, 0.0002]</td>\n",
       "      <td>[0.0905, 0.0003]</td>\n",
       "      <td>[0.0838, 0.0004]</td>\n",
       "      <td>[0.1142, 0.0005]</td>\n",
       "      <td>[0.1412, 0.0006]</td>\n",
       "      <td>[0.0489, 0.0003]</td>\n",
       "      <td>[0.2561, 0.0007]</td>\n",
       "      <td>0.1686</td>\n",
       "      <td>0.1084</td>\n",
       "      <td>0.0905</td>\n",
       "      <td>0.0838</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1672, 0.0004]</td>\n",
       "      <td>[0.1095, 0.0004]</td>\n",
       "      <td>[0.103, 0.0003]</td>\n",
       "      <td>[0.098, 0.0003]</td>\n",
       "      <td>[0.119, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.0837, 0.0004]</td>\n",
       "      <td>[0.114, 0.0005]</td>\n",
       "      <td>[0.1404, 0.0005]</td>\n",
       "      <td>[0.0482, 0.0003]</td>\n",
       "      <td>[0.2523, 0.0007]</td>\n",
       "      <td>0.1672</td>\n",
       "      <td>0.1095</td>\n",
       "      <td>0.0907</td>\n",
       "      <td>0.0837</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1679, 0.0004]</td>\n",
       "      <td>[0.1075, 0.0004]</td>\n",
       "      <td>[0.1015, 0.0003]</td>\n",
       "      <td>[0.0969, 0.0003]</td>\n",
       "      <td>[0.1173, 0.0005]</td>\n",
       "      <td>[0.0793, 0.0002]</td>\n",
       "      <td>[0.0901, 0.0003]</td>\n",
       "      <td>[0.0836, 0.0004]</td>\n",
       "      <td>[0.1137, 0.0005]</td>\n",
       "      <td>[0.1405, 0.0006]</td>\n",
       "      <td>[0.0486, 0.0003]</td>\n",
       "      <td>[0.2552, 0.0007]</td>\n",
       "      <td>0.1679</td>\n",
       "      <td>0.1075</td>\n",
       "      <td>0.0901</td>\n",
       "      <td>0.0836</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1672, 0.0004]</td>\n",
       "      <td>[0.1095, 0.0004]</td>\n",
       "      <td>[0.103, 0.0003]</td>\n",
       "      <td>[0.0979, 0.0003]</td>\n",
       "      <td>[0.119, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0906, 0.0003]</td>\n",
       "      <td>[0.0835, 0.0004]</td>\n",
       "      <td>[0.1138, 0.0005]</td>\n",
       "      <td>[0.1404, 0.0005]</td>\n",
       "      <td>[0.048, 0.0003]</td>\n",
       "      <td>[0.2523, 0.0007]</td>\n",
       "      <td>0.1672</td>\n",
       "      <td>0.1095</td>\n",
       "      <td>0.0906</td>\n",
       "      <td>0.0835</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.166, 0.0004]</td>\n",
       "      <td>[0.1085, 0.0004]</td>\n",
       "      <td>[0.1021, 0.0003]</td>\n",
       "      <td>[0.0971, 0.0003]</td>\n",
       "      <td>[0.1181, 0.0005]</td>\n",
       "      <td>[0.0785, 0.0002]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.0832, 0.0004]</td>\n",
       "      <td>[0.1133, 0.0005]</td>\n",
       "      <td>[0.1396, 0.0005]</td>\n",
       "      <td>[0.0476, 0.0003]</td>\n",
       "      <td>[0.2514, 0.0007]</td>\n",
       "      <td>0.1660</td>\n",
       "      <td>0.1085</td>\n",
       "      <td>0.0893</td>\n",
       "      <td>0.0832</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1674, 0.0004]</td>\n",
       "      <td>[0.1095, 0.0004]</td>\n",
       "      <td>[0.1033, 0.0003]</td>\n",
       "      <td>[0.0983, 0.0003]</td>\n",
       "      <td>[0.119, 0.0005]</td>\n",
       "      <td>[0.0796, 0.0002]</td>\n",
       "      <td>[0.091, 0.0003]</td>\n",
       "      <td>[0.0831, 0.0004]</td>\n",
       "      <td>[0.1133, 0.0005]</td>\n",
       "      <td>[0.1398, 0.0005]</td>\n",
       "      <td>[0.0479, 0.0003]</td>\n",
       "      <td>[0.2522, 0.0007]</td>\n",
       "      <td>0.1674</td>\n",
       "      <td>0.1095</td>\n",
       "      <td>0.0910</td>\n",
       "      <td>0.0831</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.168, 0.0004]</td>\n",
       "      <td>[0.1083, 0.0004]</td>\n",
       "      <td>[0.1021, 0.0003]</td>\n",
       "      <td>[0.0974, 0.0003]</td>\n",
       "      <td>[0.1183, 0.0005]</td>\n",
       "      <td>[0.0796, 0.0002]</td>\n",
       "      <td>[0.0903, 0.0003]</td>\n",
       "      <td>[0.0829, 0.0004]</td>\n",
       "      <td>[0.1132, 0.0005]</td>\n",
       "      <td>[0.1401, 0.0005]</td>\n",
       "      <td>[0.0483, 0.0003]</td>\n",
       "      <td>[0.2549, 0.0007]</td>\n",
       "      <td>0.1680</td>\n",
       "      <td>0.1083</td>\n",
       "      <td>0.0903</td>\n",
       "      <td>0.0829</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1657, 0.0004]</td>\n",
       "      <td>[0.1094, 0.0004]</td>\n",
       "      <td>[0.1029, 0.0003]</td>\n",
       "      <td>[0.0978, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.0826, 0.0004]</td>\n",
       "      <td>[0.1123, 0.0005]</td>\n",
       "      <td>[0.1382, 0.0005]</td>\n",
       "      <td>[0.0474, 0.0003]</td>\n",
       "      <td>[0.2486, 0.0007]</td>\n",
       "      <td>0.1657</td>\n",
       "      <td>0.1094</td>\n",
       "      <td>0.0907</td>\n",
       "      <td>0.0826</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1654, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0004]</td>\n",
       "      <td>[0.1042, 0.0003]</td>\n",
       "      <td>[0.0985, 0.0003]</td>\n",
       "      <td>[0.1223, 0.0005]</td>\n",
       "      <td>[0.0788, 0.0002]</td>\n",
       "      <td>[0.0913, 0.0003]</td>\n",
       "      <td>[0.0825, 0.0004]</td>\n",
       "      <td>[0.1119, 0.0005]</td>\n",
       "      <td>[0.1372, 0.0005]</td>\n",
       "      <td>[0.0475, 0.0003]</td>\n",
       "      <td>[0.2452, 0.0007]</td>\n",
       "      <td>0.1654</td>\n",
       "      <td>0.1114</td>\n",
       "      <td>0.0913</td>\n",
       "      <td>0.0825</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1667, 0.0004]</td>\n",
       "      <td>[0.1069, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0003]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.1168, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0894, 0.0003]</td>\n",
       "      <td>[0.0823, 0.0004]</td>\n",
       "      <td>[0.1121, 0.0005]</td>\n",
       "      <td>[0.1391, 0.0006]</td>\n",
       "      <td>[0.0481, 0.0003]</td>\n",
       "      <td>[0.2541, 0.0007]</td>\n",
       "      <td>0.1667</td>\n",
       "      <td>0.1069</td>\n",
       "      <td>0.0894</td>\n",
       "      <td>0.0823</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1673, 0.0004]</td>\n",
       "      <td>[0.1073, 0.0004]</td>\n",
       "      <td>[0.1013, 0.0003]</td>\n",
       "      <td>[0.0968, 0.0003]</td>\n",
       "      <td>[0.1172, 0.0005]</td>\n",
       "      <td>[0.0792, 0.0002]</td>\n",
       "      <td>[0.0894, 0.0003]</td>\n",
       "      <td>[0.0823, 0.0004]</td>\n",
       "      <td>[0.1123, 0.0005]</td>\n",
       "      <td>[0.1393, 0.0005]</td>\n",
       "      <td>[0.0479, 0.0003]</td>\n",
       "      <td>[0.2552, 0.0007]</td>\n",
       "      <td>0.1673</td>\n",
       "      <td>0.1073</td>\n",
       "      <td>0.0894</td>\n",
       "      <td>0.0823</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1625, 0.0004]</td>\n",
       "      <td>[0.1076, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0003]</td>\n",
       "      <td>[0.0958, 0.0003]</td>\n",
       "      <td>[0.1178, 0.0005]</td>\n",
       "      <td>[0.0772, 0.0002]</td>\n",
       "      <td>[0.0884, 0.0003]</td>\n",
       "      <td>[0.0822, 0.0004]</td>\n",
       "      <td>[0.1116, 0.0005]</td>\n",
       "      <td>[0.1371, 0.0005]</td>\n",
       "      <td>[0.0474, 0.0003]</td>\n",
       "      <td>[0.2438, 0.0007]</td>\n",
       "      <td>0.1625</td>\n",
       "      <td>0.1076</td>\n",
       "      <td>0.0884</td>\n",
       "      <td>0.0822</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.165, 0.0004]</td>\n",
       "      <td>[0.1094, 0.0004]</td>\n",
       "      <td>[0.1029, 0.0003]</td>\n",
       "      <td>[0.0977, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.079, 0.0002]</td>\n",
       "      <td>[0.0909, 0.0003]</td>\n",
       "      <td>[0.0821, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.1369, 0.0005]</td>\n",
       "      <td>[0.0473, 0.0003]</td>\n",
       "      <td>[0.2466, 0.0007]</td>\n",
       "      <td>0.1650</td>\n",
       "      <td>0.1094</td>\n",
       "      <td>0.0909</td>\n",
       "      <td>0.0821</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1643, 0.0004]</td>\n",
       "      <td>[0.1111, 0.0004]</td>\n",
       "      <td>[0.1038, 0.0003]</td>\n",
       "      <td>[0.0982, 0.0003]</td>\n",
       "      <td>[0.1219, 0.0005]</td>\n",
       "      <td>[0.0785, 0.0002]</td>\n",
       "      <td>[0.0909, 0.0003]</td>\n",
       "      <td>[0.082, 0.0004]</td>\n",
       "      <td>[0.1111, 0.0005]</td>\n",
       "      <td>[0.136, 0.0005]</td>\n",
       "      <td>[0.0472, 0.0003]</td>\n",
       "      <td>[0.2435, 0.0006]</td>\n",
       "      <td>0.1643</td>\n",
       "      <td>0.1111</td>\n",
       "      <td>0.0909</td>\n",
       "      <td>0.0820</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1618, 0.0004]</td>\n",
       "      <td>[0.1072, 0.0004]</td>\n",
       "      <td>[0.1006, 0.0003]</td>\n",
       "      <td>[0.0954, 0.0003]</td>\n",
       "      <td>[0.1174, 0.0005]</td>\n",
       "      <td>[0.0769, 0.0002]</td>\n",
       "      <td>[0.0881, 0.0003]</td>\n",
       "      <td>[0.082, 0.0004]</td>\n",
       "      <td>[0.1112, 0.0005]</td>\n",
       "      <td>[0.1363, 0.0005]</td>\n",
       "      <td>[0.0472, 0.0003]</td>\n",
       "      <td>[0.2424, 0.0007]</td>\n",
       "      <td>0.1618</td>\n",
       "      <td>0.1072</td>\n",
       "      <td>0.0881</td>\n",
       "      <td>0.0820</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1637, 0.0004]</td>\n",
       "      <td>[0.1083, 0.0004]</td>\n",
       "      <td>[0.1017, 0.0003]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.1177, 0.0005]</td>\n",
       "      <td>[0.0779, 0.0002]</td>\n",
       "      <td>[0.0894, 0.0003]</td>\n",
       "      <td>[0.0819, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.1369, 0.0005]</td>\n",
       "      <td>[0.047, 0.0003]</td>\n",
       "      <td>[0.2453, 0.0007]</td>\n",
       "      <td>0.1637</td>\n",
       "      <td>0.1083</td>\n",
       "      <td>0.0894</td>\n",
       "      <td>0.0819</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1624, 0.0004]</td>\n",
       "      <td>[0.1078, 0.0004]</td>\n",
       "      <td>[0.1011, 0.0003]</td>\n",
       "      <td>[0.0959, 0.0003]</td>\n",
       "      <td>[0.1182, 0.0005]</td>\n",
       "      <td>[0.0774, 0.0002]</td>\n",
       "      <td>[0.0886, 0.0003]</td>\n",
       "      <td>[0.0818, 0.0004]</td>\n",
       "      <td>[0.1111, 0.0005]</td>\n",
       "      <td>[0.1364, 0.0005]</td>\n",
       "      <td>[0.0473, 0.0003]</td>\n",
       "      <td>[0.2433, 0.0007]</td>\n",
       "      <td>0.1624</td>\n",
       "      <td>0.1078</td>\n",
       "      <td>0.0886</td>\n",
       "      <td>0.0818</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1644, 0.0004]</td>\n",
       "      <td>[0.1108, 0.0004]</td>\n",
       "      <td>[0.1038, 0.0003]</td>\n",
       "      <td>[0.0982, 0.0003]</td>\n",
       "      <td>[0.1213, 0.0005]</td>\n",
       "      <td>[0.0787, 0.0002]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.0818, 0.0004]</td>\n",
       "      <td>[0.1109, 0.0005]</td>\n",
       "      <td>[0.1359, 0.0005]</td>\n",
       "      <td>[0.0472, 0.0003]</td>\n",
       "      <td>[0.244, 0.0006]</td>\n",
       "      <td>0.1644</td>\n",
       "      <td>0.1108</td>\n",
       "      <td>0.0907</td>\n",
       "      <td>0.0818</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.163, 0.0004]</td>\n",
       "      <td>[0.1072, 0.0004]</td>\n",
       "      <td>[0.1008, 0.0003]</td>\n",
       "      <td>[0.0959, 0.0003]</td>\n",
       "      <td>[0.1169, 0.0005]</td>\n",
       "      <td>[0.0776, 0.0002]</td>\n",
       "      <td>[0.0885, 0.0003]</td>\n",
       "      <td>[0.0818, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.1372, 0.0005]</td>\n",
       "      <td>[0.047, 0.0003]</td>\n",
       "      <td>[0.2457, 0.0007]</td>\n",
       "      <td>0.1630</td>\n",
       "      <td>0.1072</td>\n",
       "      <td>0.0885</td>\n",
       "      <td>0.0818</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1625, 0.0004]</td>\n",
       "      <td>[0.1083, 0.0004]</td>\n",
       "      <td>[0.1017, 0.0003]</td>\n",
       "      <td>[0.0966, 0.0003]</td>\n",
       "      <td>[0.1185, 0.0005]</td>\n",
       "      <td>[0.0778, 0.0002]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.0816, 0.0004]</td>\n",
       "      <td>[0.1109, 0.0005]</td>\n",
       "      <td>[0.1362, 0.0005]</td>\n",
       "      <td>[0.0472, 0.0003]</td>\n",
       "      <td>[0.2423, 0.0007]</td>\n",
       "      <td>0.1625</td>\n",
       "      <td>0.1083</td>\n",
       "      <td>0.0893</td>\n",
       "      <td>0.0816</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1647, 0.0004]</td>\n",
       "      <td>[0.1092, 0.0004]</td>\n",
       "      <td>[0.1026, 0.0003]</td>\n",
       "      <td>[0.0974, 0.0003]</td>\n",
       "      <td>[0.1188, 0.0005]</td>\n",
       "      <td>[0.0784, 0.0002]</td>\n",
       "      <td>[0.0895, 0.0003]</td>\n",
       "      <td>[0.0816, 0.0004]</td>\n",
       "      <td>[0.1116, 0.0005]</td>\n",
       "      <td>[0.1375, 0.0005]</td>\n",
       "      <td>[0.0465, 0.0003]</td>\n",
       "      <td>[0.2475, 0.0007]</td>\n",
       "      <td>0.1647</td>\n",
       "      <td>0.1092</td>\n",
       "      <td>0.0895</td>\n",
       "      <td>0.0816</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1638, 0.0004]</td>\n",
       "      <td>[0.1068, 0.0004]</td>\n",
       "      <td>[0.1005, 0.0003]</td>\n",
       "      <td>[0.0957, 0.0003]</td>\n",
       "      <td>[0.1159, 0.0005]</td>\n",
       "      <td>[0.0777, 0.0002]</td>\n",
       "      <td>[0.0883, 0.0003]</td>\n",
       "      <td>[0.0816, 0.0004]</td>\n",
       "      <td>[0.1111, 0.0005]</td>\n",
       "      <td>[0.1373, 0.0005]</td>\n",
       "      <td>[0.047, 0.0003]</td>\n",
       "      <td>[0.2485, 0.0007]</td>\n",
       "      <td>0.1638</td>\n",
       "      <td>0.1068</td>\n",
       "      <td>0.0883</td>\n",
       "      <td>0.0816</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1643, 0.0004]</td>\n",
       "      <td>[0.1068, 0.0004]</td>\n",
       "      <td>[0.1006, 0.0003]</td>\n",
       "      <td>[0.0958, 0.0003]</td>\n",
       "      <td>[0.1164, 0.0005]</td>\n",
       "      <td>[0.078, 0.0002]</td>\n",
       "      <td>[0.0882, 0.0003]</td>\n",
       "      <td>[0.0816, 0.0004]</td>\n",
       "      <td>[0.111, 0.0005]</td>\n",
       "      <td>[0.1371, 0.0005]</td>\n",
       "      <td>[0.0473, 0.0003]</td>\n",
       "      <td>[0.2491, 0.0007]</td>\n",
       "      <td>0.1643</td>\n",
       "      <td>0.1068</td>\n",
       "      <td>0.0882</td>\n",
       "      <td>0.0816</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1643, 0.0004]</td>\n",
       "      <td>[0.1089, 0.0004]</td>\n",
       "      <td>[0.1025, 0.0003]</td>\n",
       "      <td>[0.0973, 0.0003]</td>\n",
       "      <td>[0.1182, 0.0005]</td>\n",
       "      <td>[0.0784, 0.0002]</td>\n",
       "      <td>[0.0897, 0.0003]</td>\n",
       "      <td>[0.0814, 0.0004]</td>\n",
       "      <td>[0.1114, 0.0005]</td>\n",
       "      <td>[0.1372, 0.0005]</td>\n",
       "      <td>[0.0465, 0.0003]</td>\n",
       "      <td>[0.2474, 0.0007]</td>\n",
       "      <td>0.1643</td>\n",
       "      <td>0.1089</td>\n",
       "      <td>0.0897</td>\n",
       "      <td>0.0814</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.161, 0.0004]</td>\n",
       "      <td>[0.1086, 0.0004]</td>\n",
       "      <td>[0.1016, 0.0003]</td>\n",
       "      <td>[0.0962, 0.0003]</td>\n",
       "      <td>[0.1187, 0.0005]</td>\n",
       "      <td>[0.0773, 0.0002]</td>\n",
       "      <td>[0.0896, 0.0003]</td>\n",
       "      <td>[0.0813, 0.0004]</td>\n",
       "      <td>[0.1096, 0.0005]</td>\n",
       "      <td>[0.1341, 0.0005]</td>\n",
       "      <td>[0.0469, 0.0003]</td>\n",
       "      <td>[0.2377, 0.0006]</td>\n",
       "      <td>0.1610</td>\n",
       "      <td>0.1086</td>\n",
       "      <td>0.0896</td>\n",
       "      <td>0.0813</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1624, 0.0004]</td>\n",
       "      <td>[0.1076, 0.0004]</td>\n",
       "      <td>[0.1011, 0.0003]</td>\n",
       "      <td>[0.0961, 0.0003]</td>\n",
       "      <td>[0.1175, 0.0005]</td>\n",
       "      <td>[0.0778, 0.0002]</td>\n",
       "      <td>[0.0886, 0.0003]</td>\n",
       "      <td>[0.0812, 0.0004]</td>\n",
       "      <td>[0.1105, 0.0005]</td>\n",
       "      <td>[0.1359, 0.0005]</td>\n",
       "      <td>[0.0468, 0.0003]</td>\n",
       "      <td>[0.2437, 0.0007]</td>\n",
       "      <td>0.1624</td>\n",
       "      <td>0.1076</td>\n",
       "      <td>0.0886</td>\n",
       "      <td>0.0812</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>1</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1629, 0.0004]</td>\n",
       "      <td>[0.1061, 0.0004]</td>\n",
       "      <td>[0.1001, 0.0003]</td>\n",
       "      <td>[0.0953, 0.0003]</td>\n",
       "      <td>[0.1154, 0.0005]</td>\n",
       "      <td>[0.0772, 0.0002]</td>\n",
       "      <td>[0.0876, 0.0003]</td>\n",
       "      <td>[0.081, 0.0004]</td>\n",
       "      <td>[0.1107, 0.0005]</td>\n",
       "      <td>[0.137, 0.0005]</td>\n",
       "      <td>[0.0465, 0.0003]</td>\n",
       "      <td>[0.2474, 0.0007]</td>\n",
       "      <td>0.1629</td>\n",
       "      <td>0.1061</td>\n",
       "      <td>0.0876</td>\n",
       "      <td>0.0810</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1607, 0.0004]</td>\n",
       "      <td>[0.1078, 0.0004]</td>\n",
       "      <td>[0.101, 0.0003]</td>\n",
       "      <td>[0.0958, 0.0003]</td>\n",
       "      <td>[0.1179, 0.0005]</td>\n",
       "      <td>[0.0771, 0.0002]</td>\n",
       "      <td>[0.0888, 0.0003]</td>\n",
       "      <td>[0.081, 0.0004]</td>\n",
       "      <td>[0.1097, 0.0005]</td>\n",
       "      <td>[0.1344, 0.0005]</td>\n",
       "      <td>[0.0467, 0.0003]</td>\n",
       "      <td>[0.2389, 0.0007]</td>\n",
       "      <td>0.1607</td>\n",
       "      <td>0.1078</td>\n",
       "      <td>0.0888</td>\n",
       "      <td>0.0810</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1534, 0.0004]</td>\n",
       "      <td>[0.0996, 0.0004]</td>\n",
       "      <td>[0.094, 0.0003]</td>\n",
       "      <td>[0.0896, 0.0003]</td>\n",
       "      <td>[0.1085, 0.0005]</td>\n",
       "      <td>[0.0737, 0.0002]</td>\n",
       "      <td>[0.082, 0.0003]</td>\n",
       "      <td>[0.0751, 0.0004]</td>\n",
       "      <td>[0.1028, 0.0005]</td>\n",
       "      <td>[0.1271, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.2342, 0.0007]</td>\n",
       "      <td>0.1534</td>\n",
       "      <td>0.0996</td>\n",
       "      <td>0.0820</td>\n",
       "      <td>0.0751</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1521, 0.0004]</td>\n",
       "      <td>[0.1046, 0.0004]</td>\n",
       "      <td>[0.098, 0.0003]</td>\n",
       "      <td>[0.0929, 0.0003]</td>\n",
       "      <td>[0.1142, 0.0005]</td>\n",
       "      <td>[0.0751, 0.0002]</td>\n",
       "      <td>[0.0854, 0.0003]</td>\n",
       "      <td>[0.075, 0.0004]</td>\n",
       "      <td>[0.1014, 0.0004]</td>\n",
       "      <td>[0.1243, 0.0005]</td>\n",
       "      <td>[0.0432, 0.0003]</td>\n",
       "      <td>[0.223, 0.0006]</td>\n",
       "      <td>0.1521</td>\n",
       "      <td>0.1046</td>\n",
       "      <td>0.0854</td>\n",
       "      <td>0.0750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1503, 0.0004]</td>\n",
       "      <td>[0.1012, 0.0004]</td>\n",
       "      <td>[0.0948, 0.0003]</td>\n",
       "      <td>[0.09, 0.0003]</td>\n",
       "      <td>[0.1106, 0.0005]</td>\n",
       "      <td>[0.0729, 0.0002]</td>\n",
       "      <td>[0.0828, 0.0003]</td>\n",
       "      <td>[0.075, 0.0004]</td>\n",
       "      <td>[0.1016, 0.0005]</td>\n",
       "      <td>[0.1247, 0.0005]</td>\n",
       "      <td>[0.043, 0.0003]</td>\n",
       "      <td>[0.2238, 0.0006]</td>\n",
       "      <td>0.1503</td>\n",
       "      <td>0.1012</td>\n",
       "      <td>0.0828</td>\n",
       "      <td>0.0750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1467, 0.0004]</td>\n",
       "      <td>[0.1035, 0.0004]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.0911, 0.0003]</td>\n",
       "      <td>[0.1132, 0.0005]</td>\n",
       "      <td>[0.0729, 0.0002]</td>\n",
       "      <td>[0.0845, 0.0003]</td>\n",
       "      <td>[0.0749, 0.0004]</td>\n",
       "      <td>[0.0999, 0.0004]</td>\n",
       "      <td>[0.1211, 0.0005]</td>\n",
       "      <td>[0.0436, 0.0003]</td>\n",
       "      <td>[0.2108, 0.0006]</td>\n",
       "      <td>0.1467</td>\n",
       "      <td>0.1035</td>\n",
       "      <td>0.0845</td>\n",
       "      <td>0.0749</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>60</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.151, 0.0004]</td>\n",
       "      <td>[0.101, 0.0004]</td>\n",
       "      <td>[0.095, 0.0003]</td>\n",
       "      <td>[0.0904, 0.0003]</td>\n",
       "      <td>[0.1099, 0.0005]</td>\n",
       "      <td>[0.0737, 0.0002]</td>\n",
       "      <td>[0.0838, 0.0003]</td>\n",
       "      <td>[0.0749, 0.0004]</td>\n",
       "      <td>[0.1016, 0.0005]</td>\n",
       "      <td>[0.1246, 0.0005]</td>\n",
       "      <td>[0.0433, 0.0003]</td>\n",
       "      <td>[0.2244, 0.0006]</td>\n",
       "      <td>0.1510</td>\n",
       "      <td>0.1010</td>\n",
       "      <td>0.0838</td>\n",
       "      <td>0.0749</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.147, 0.0004]</td>\n",
       "      <td>[0.1035, 0.0004]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.0911, 0.0003]</td>\n",
       "      <td>[0.1133, 0.0005]</td>\n",
       "      <td>[0.0728, 0.0002]</td>\n",
       "      <td>[0.0838, 0.0003]</td>\n",
       "      <td>[0.0748, 0.0004]</td>\n",
       "      <td>[0.1003, 0.0004]</td>\n",
       "      <td>[0.1217, 0.0005]</td>\n",
       "      <td>[0.0433, 0.0003]</td>\n",
       "      <td>[0.2117, 0.0006]</td>\n",
       "      <td>0.1470</td>\n",
       "      <td>0.1035</td>\n",
       "      <td>0.0838</td>\n",
       "      <td>0.0748</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1506, 0.0004]</td>\n",
       "      <td>[0.0994, 0.0004]</td>\n",
       "      <td>[0.0937, 0.0003]</td>\n",
       "      <td>[0.0892, 0.0003]</td>\n",
       "      <td>[0.1081, 0.0005]</td>\n",
       "      <td>[0.0729, 0.0002]</td>\n",
       "      <td>[0.0816, 0.0003]</td>\n",
       "      <td>[0.0745, 0.0004]</td>\n",
       "      <td>[0.1016, 0.0005]</td>\n",
       "      <td>[0.1254, 0.0005]</td>\n",
       "      <td>[0.0425, 0.0003]</td>\n",
       "      <td>[0.2273, 0.0006]</td>\n",
       "      <td>0.1506</td>\n",
       "      <td>0.0994</td>\n",
       "      <td>0.0816</td>\n",
       "      <td>0.0745</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1508, 0.0004]</td>\n",
       "      <td>[0.0997, 0.0004]</td>\n",
       "      <td>[0.094, 0.0003]</td>\n",
       "      <td>[0.0895, 0.0003]</td>\n",
       "      <td>[0.1081, 0.0005]</td>\n",
       "      <td>[0.0734, 0.0002]</td>\n",
       "      <td>[0.0824, 0.0003]</td>\n",
       "      <td>[0.0745, 0.0004]</td>\n",
       "      <td>[0.1015, 0.0005]</td>\n",
       "      <td>[0.1249, 0.0005]</td>\n",
       "      <td>[0.0426, 0.0003]</td>\n",
       "      <td>[0.227, 0.0006]</td>\n",
       "      <td>0.1508</td>\n",
       "      <td>0.0997</td>\n",
       "      <td>0.0824</td>\n",
       "      <td>0.0745</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1517, 0.0004]</td>\n",
       "      <td>[0.1008, 0.0004]</td>\n",
       "      <td>[0.095, 0.0003]</td>\n",
       "      <td>[0.0904, 0.0003]</td>\n",
       "      <td>[0.1096, 0.0005]</td>\n",
       "      <td>[0.0741, 0.0002]</td>\n",
       "      <td>[0.0831, 0.0003]</td>\n",
       "      <td>[0.0744, 0.0004]</td>\n",
       "      <td>[0.1015, 0.0005]</td>\n",
       "      <td>[0.125, 0.0005]</td>\n",
       "      <td>[0.0427, 0.0003]</td>\n",
       "      <td>[0.2276, 0.0006]</td>\n",
       "      <td>0.1517</td>\n",
       "      <td>0.1008</td>\n",
       "      <td>0.0831</td>\n",
       "      <td>0.0744</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1513, 0.0004]</td>\n",
       "      <td>[0.1022, 0.0004]</td>\n",
       "      <td>[0.0958, 0.0003]</td>\n",
       "      <td>[0.0909, 0.0003]</td>\n",
       "      <td>[0.1124, 0.0005]</td>\n",
       "      <td>[0.0738, 0.0002]</td>\n",
       "      <td>[0.0834, 0.0003]</td>\n",
       "      <td>[0.0744, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0005]</td>\n",
       "      <td>[0.124, 0.0005]</td>\n",
       "      <td>[0.0432, 0.0003]</td>\n",
       "      <td>[0.2239, 0.0006]</td>\n",
       "      <td>0.1513</td>\n",
       "      <td>0.1022</td>\n",
       "      <td>0.0834</td>\n",
       "      <td>0.0744</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1496, 0.0004]</td>\n",
       "      <td>[0.1015, 0.0004]</td>\n",
       "      <td>[0.0954, 0.0003]</td>\n",
       "      <td>[0.0906, 0.0003]</td>\n",
       "      <td>[0.1107, 0.0005]</td>\n",
       "      <td>[0.0738, 0.0002]</td>\n",
       "      <td>[0.0842, 0.0003]</td>\n",
       "      <td>[0.0744, 0.0004]</td>\n",
       "      <td>[0.1003, 0.0005]</td>\n",
       "      <td>[0.1226, 0.0005]</td>\n",
       "      <td>[0.0432, 0.0003]</td>\n",
       "      <td>[0.2198, 0.0006]</td>\n",
       "      <td>0.1496</td>\n",
       "      <td>0.1015</td>\n",
       "      <td>0.0842</td>\n",
       "      <td>0.0744</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1497, 0.0004]</td>\n",
       "      <td>[0.1043, 0.0004]</td>\n",
       "      <td>[0.0976, 0.0003]</td>\n",
       "      <td>[0.0924, 0.0003]</td>\n",
       "      <td>[0.1145, 0.0005]</td>\n",
       "      <td>[0.0741, 0.0002]</td>\n",
       "      <td>[0.0851, 0.0003]</td>\n",
       "      <td>[0.0743, 0.0004]</td>\n",
       "      <td>[0.1, 0.0004]</td>\n",
       "      <td>[0.1221, 0.0005]</td>\n",
       "      <td>[0.0434, 0.0003]</td>\n",
       "      <td>[0.2165, 0.0006]</td>\n",
       "      <td>0.1497</td>\n",
       "      <td>0.1043</td>\n",
       "      <td>0.0851</td>\n",
       "      <td>0.0743</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.149, 0.0004]</td>\n",
       "      <td>[0.1032, 0.0004]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.0913, 0.0003]</td>\n",
       "      <td>[0.113, 0.0005]</td>\n",
       "      <td>[0.0734, 0.0002]</td>\n",
       "      <td>[0.0841, 0.0003]</td>\n",
       "      <td>[0.0743, 0.0004]</td>\n",
       "      <td>[0.0999, 0.0004]</td>\n",
       "      <td>[0.1221, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.2174, 0.0006]</td>\n",
       "      <td>0.1490</td>\n",
       "      <td>0.1032</td>\n",
       "      <td>0.0841</td>\n",
       "      <td>0.0743</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1487, 0.0004]</td>\n",
       "      <td>[0.1014, 0.0004]</td>\n",
       "      <td>[0.0951, 0.0003]</td>\n",
       "      <td>[0.0903, 0.0003]</td>\n",
       "      <td>[0.1105, 0.0005]</td>\n",
       "      <td>[0.0731, 0.0002]</td>\n",
       "      <td>[0.0831, 0.0003]</td>\n",
       "      <td>[0.0742, 0.0004]</td>\n",
       "      <td>[0.1002, 0.0004]</td>\n",
       "      <td>[0.1226, 0.0005]</td>\n",
       "      <td>[0.0427, 0.0003]</td>\n",
       "      <td>[0.2192, 0.0006]</td>\n",
       "      <td>0.1487</td>\n",
       "      <td>0.1014</td>\n",
       "      <td>0.0831</td>\n",
       "      <td>0.0742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1464, 0.0004]</td>\n",
       "      <td>[0.1012, 0.0004]</td>\n",
       "      <td>[0.0949, 0.0003]</td>\n",
       "      <td>[0.0899, 0.0003]</td>\n",
       "      <td>[0.1103, 0.0005]</td>\n",
       "      <td>[0.0723, 0.0002]</td>\n",
       "      <td>[0.0833, 0.0003]</td>\n",
       "      <td>[0.0742, 0.0004]</td>\n",
       "      <td>[0.1, 0.0004]</td>\n",
       "      <td>[0.1217, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.212, 0.0006]</td>\n",
       "      <td>0.1464</td>\n",
       "      <td>0.1012</td>\n",
       "      <td>0.0833</td>\n",
       "      <td>0.0742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1497, 0.0004]</td>\n",
       "      <td>[0.0996, 0.0004]</td>\n",
       "      <td>[0.0939, 0.0003]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.1083, 0.0005]</td>\n",
       "      <td>[0.0731, 0.0002]</td>\n",
       "      <td>[0.0824, 0.0003]</td>\n",
       "      <td>[0.0741, 0.0004]</td>\n",
       "      <td>[0.1007, 0.0005]</td>\n",
       "      <td>[0.1236, 0.0005]</td>\n",
       "      <td>[0.0426, 0.0003]</td>\n",
       "      <td>[0.2243, 0.0006]</td>\n",
       "      <td>0.1497</td>\n",
       "      <td>0.0996</td>\n",
       "      <td>0.0824</td>\n",
       "      <td>0.0741</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1487, 0.0004]</td>\n",
       "      <td>[0.1033, 0.0004]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.0913, 0.0003]</td>\n",
       "      <td>[0.1133, 0.0005]</td>\n",
       "      <td>[0.0734, 0.0002]</td>\n",
       "      <td>[0.0842, 0.0003]</td>\n",
       "      <td>[0.0741, 0.0004]</td>\n",
       "      <td>[0.0996, 0.0004]</td>\n",
       "      <td>[0.1215, 0.0005]</td>\n",
       "      <td>[0.0432, 0.0003]</td>\n",
       "      <td>[0.216, 0.0006]</td>\n",
       "      <td>0.1487</td>\n",
       "      <td>0.1033</td>\n",
       "      <td>0.0842</td>\n",
       "      <td>0.0741</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>60</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1487, 0.0004]</td>\n",
       "      <td>[0.0988, 0.0004]</td>\n",
       "      <td>[0.0928, 0.0003]</td>\n",
       "      <td>[0.0884, 0.0003]</td>\n",
       "      <td>[0.1077, 0.0005]</td>\n",
       "      <td>[0.0722, 0.0002]</td>\n",
       "      <td>[0.0815, 0.0003]</td>\n",
       "      <td>[0.0739, 0.0004]</td>\n",
       "      <td>[0.1002, 0.0005]</td>\n",
       "      <td>[0.1231, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.2228, 0.0006]</td>\n",
       "      <td>0.1487</td>\n",
       "      <td>0.0988</td>\n",
       "      <td>0.0815</td>\n",
       "      <td>0.0739</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>3</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1487, 0.0004]</td>\n",
       "      <td>[0.1007, 0.0004]</td>\n",
       "      <td>[0.0947, 0.0003]</td>\n",
       "      <td>[0.0899, 0.0003]</td>\n",
       "      <td>[0.1097, 0.0005]</td>\n",
       "      <td>[0.0732, 0.0002]</td>\n",
       "      <td>[0.083, 0.0003]</td>\n",
       "      <td>[0.0738, 0.0004]</td>\n",
       "      <td>[0.0999, 0.0005]</td>\n",
       "      <td>[0.1224, 0.0005]</td>\n",
       "      <td>[0.0425, 0.0003]</td>\n",
       "      <td>[0.2198, 0.0006]</td>\n",
       "      <td>0.1487</td>\n",
       "      <td>0.1007</td>\n",
       "      <td>0.0830</td>\n",
       "      <td>0.0738</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1479, 0.0004]</td>\n",
       "      <td>[0.1004, 0.0004]</td>\n",
       "      <td>[0.0941, 0.0003]</td>\n",
       "      <td>[0.0893, 0.0003]</td>\n",
       "      <td>[0.1098, 0.0005]</td>\n",
       "      <td>[0.0724, 0.0002]</td>\n",
       "      <td>[0.0824, 0.0003]</td>\n",
       "      <td>[0.0735, 0.0004]</td>\n",
       "      <td>[0.0994, 0.0004]</td>\n",
       "      <td>[0.1216, 0.0005]</td>\n",
       "      <td>[0.0427, 0.0003]</td>\n",
       "      <td>[0.2181, 0.0006]</td>\n",
       "      <td>0.1479</td>\n",
       "      <td>0.1004</td>\n",
       "      <td>0.0824</td>\n",
       "      <td>0.0735</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1492, 0.0004]</td>\n",
       "      <td>[0.0983, 0.0004]</td>\n",
       "      <td>[0.0926, 0.0003]</td>\n",
       "      <td>[0.0882, 0.0003]</td>\n",
       "      <td>[0.107, 0.0005]</td>\n",
       "      <td>[0.0724, 0.0002]</td>\n",
       "      <td>[0.0814, 0.0003]</td>\n",
       "      <td>[0.0735, 0.0004]</td>\n",
       "      <td>[0.0999, 0.0005]</td>\n",
       "      <td>[0.1232, 0.0005]</td>\n",
       "      <td>[0.0424, 0.0003]</td>\n",
       "      <td>[0.2247, 0.0006]</td>\n",
       "      <td>0.1492</td>\n",
       "      <td>0.0983</td>\n",
       "      <td>0.0814</td>\n",
       "      <td>0.0735</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1488, 0.0004]</td>\n",
       "      <td>[0.0986, 0.0004]</td>\n",
       "      <td>[0.0931, 0.0003]</td>\n",
       "      <td>[0.0887, 0.0003]</td>\n",
       "      <td>[0.1065, 0.0005]</td>\n",
       "      <td>[0.0731, 0.0002]</td>\n",
       "      <td>[0.0823, 0.0003]</td>\n",
       "      <td>[0.0735, 0.0004]</td>\n",
       "      <td>[0.0997, 0.0004]</td>\n",
       "      <td>[0.1225, 0.0005]</td>\n",
       "      <td>[0.0421, 0.0003]</td>\n",
       "      <td>[0.223, 0.0006]</td>\n",
       "      <td>0.1488</td>\n",
       "      <td>0.0986</td>\n",
       "      <td>0.0823</td>\n",
       "      <td>0.0735</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1469, 0.0004]</td>\n",
       "      <td>[0.1001, 0.0004]</td>\n",
       "      <td>[0.0935, 0.0003]</td>\n",
       "      <td>[0.0887, 0.0003]</td>\n",
       "      <td>[0.1103, 0.0005]</td>\n",
       "      <td>[0.0718, 0.0002]</td>\n",
       "      <td>[0.0818, 0.0003]</td>\n",
       "      <td>[0.0733, 0.0004]</td>\n",
       "      <td>[0.0985, 0.0005]</td>\n",
       "      <td>[0.1206, 0.0005]</td>\n",
       "      <td>[0.0429, 0.0003]</td>\n",
       "      <td>[0.2162, 0.0006]</td>\n",
       "      <td>0.1469</td>\n",
       "      <td>0.1001</td>\n",
       "      <td>0.0818</td>\n",
       "      <td>0.0733</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>3</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>5</td>\n",
       "      <td>80</td>\n",
       "      <td>1.0</td>\n",
       "      <td>[0.1488, 0.0004]</td>\n",
       "      <td>[0.1032, 0.0004]</td>\n",
       "      <td>[0.0965, 0.0003]</td>\n",
       "      <td>[0.0915, 0.0003]</td>\n",
       "      <td>[0.1129, 0.0005]</td>\n",
       "      <td>[0.0738, 0.0002]</td>\n",
       "      <td>[0.0839, 0.0003]</td>\n",
       "      <td>[0.0732, 0.0004]</td>\n",
       "      <td>[0.0989, 0.0004]</td>\n",
       "      <td>[0.1212, 0.0005]</td>\n",
       "      <td>[0.0423, 0.0003]</td>\n",
       "      <td>[0.2176, 0.0006]</td>\n",
       "      <td>0.1488</td>\n",
       "      <td>0.1032</td>\n",
       "      <td>0.0839</td>\n",
       "      <td>0.0732</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>4</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1454, 0.0004]</td>\n",
       "      <td>[0.1036, 0.0004]</td>\n",
       "      <td>[0.0964, 0.0003]</td>\n",
       "      <td>[0.091, 0.0003]</td>\n",
       "      <td>[0.1142, 0.0005]</td>\n",
       "      <td>[0.0728, 0.0002]</td>\n",
       "      <td>[0.0844, 0.0003]</td>\n",
       "      <td>[0.0731, 0.0004]</td>\n",
       "      <td>[0.0973, 0.0004]</td>\n",
       "      <td>[0.1179, 0.0005]</td>\n",
       "      <td>[0.0433, 0.0003]</td>\n",
       "      <td>[0.2065, 0.0006]</td>\n",
       "      <td>0.1454</td>\n",
       "      <td>0.1036</td>\n",
       "      <td>0.0844</td>\n",
       "      <td>0.0731</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1428, 0.0004]</td>\n",
       "      <td>[0.1009, 0.0004]</td>\n",
       "      <td>[0.0942, 0.0003]</td>\n",
       "      <td>[0.089, 0.0003]</td>\n",
       "      <td>[0.1107, 0.0005]</td>\n",
       "      <td>[0.0712, 0.0002]</td>\n",
       "      <td>[0.0826, 0.0003]</td>\n",
       "      <td>[0.0726, 0.0004]</td>\n",
       "      <td>[0.0968, 0.0004]</td>\n",
       "      <td>[0.1173, 0.0005]</td>\n",
       "      <td>[0.0424, 0.0003]</td>\n",
       "      <td>[0.2046, 0.0006]</td>\n",
       "      <td>0.1428</td>\n",
       "      <td>0.1009</td>\n",
       "      <td>0.0826</td>\n",
       "      <td>0.0726</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>2</td>\n",
       "      <td>60</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1449, 0.0004]</td>\n",
       "      <td>[0.1029, 0.0004]</td>\n",
       "      <td>[0.0959, 0.0003]</td>\n",
       "      <td>[0.0907, 0.0003]</td>\n",
       "      <td>[0.113, 0.0005]</td>\n",
       "      <td>[0.0727, 0.0002]</td>\n",
       "      <td>[0.0834, 0.0003]</td>\n",
       "      <td>[0.0726, 0.0004]</td>\n",
       "      <td>[0.0969, 0.0004]</td>\n",
       "      <td>[0.1178, 0.0005]</td>\n",
       "      <td>[0.0423, 0.0003]</td>\n",
       "      <td>[0.2075, 0.0006]</td>\n",
       "      <td>0.1449</td>\n",
       "      <td>0.1029</td>\n",
       "      <td>0.0834</td>\n",
       "      <td>0.0726</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>80</td>\n",
       "      <td>1.1</td>\n",
       "      <td>[0.1448, 0.0004]</td>\n",
       "      <td>[0.0992, 0.0004]</td>\n",
       "      <td>[0.0929, 0.0003]</td>\n",
       "      <td>[0.0882, 0.0003]</td>\n",
       "      <td>[0.1088, 0.0005]</td>\n",
       "      <td>[0.0715, 0.0002]</td>\n",
       "      <td>[0.0819, 0.0003]</td>\n",
       "      <td>[0.0723, 0.0004]</td>\n",
       "      <td>[0.097, 0.0004]</td>\n",
       "      <td>[0.1184, 0.0005]</td>\n",
       "      <td>[0.0427, 0.0003]</td>\n",
       "      <td>[0.2112, 0.0006]</td>\n",
       "      <td>0.1448</td>\n",
       "      <td>0.0992</td>\n",
       "      <td>0.0819</td>\n",
       "      <td>0.0723</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>2</td>\n",
       "      <td>80</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1419, 0.0004]</td>\n",
       "      <td>[0.1023, 0.0004]</td>\n",
       "      <td>[0.0954, 0.0003]</td>\n",
       "      <td>[0.0901, 0.0003]</td>\n",
       "      <td>[0.1125, 0.0005]</td>\n",
       "      <td>[0.0721, 0.0002]</td>\n",
       "      <td>[0.0825, 0.0003]</td>\n",
       "      <td>[0.0705, 0.0004]</td>\n",
       "      <td>[0.094, 0.0004]</td>\n",
       "      <td>[0.1143, 0.0005]</td>\n",
       "      <td>[0.0412, 0.0003]</td>\n",
       "      <td>[0.2006, 0.0006]</td>\n",
       "      <td>0.1419</td>\n",
       "      <td>0.1023</td>\n",
       "      <td>0.0825</td>\n",
       "      <td>0.0705</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>MMP</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>300</td>\n",
       "      <td>10</td>\n",
       "      <td>5</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.00005</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "      <td>0.9</td>\n",
       "      <td>[0.1424, 0.0004]</td>\n",
       "      <td>[0.0975, 0.0004]</td>\n",
       "      <td>[0.0915, 0.0003]</td>\n",
       "      <td>[0.0868, 0.0003]</td>\n",
       "      <td>[0.1065, 0.0005]</td>\n",
       "      <td>[0.0708, 0.0002]</td>\n",
       "      <td>[0.08, 0.0003]</td>\n",
       "      <td>[0.0704, 0.0004]</td>\n",
       "      <td>[0.095, 0.0004]</td>\n",
       "      <td>[0.1161, 0.0005]</td>\n",
       "      <td>[0.0407, 0.0003]</td>\n",
       "      <td>[0.2092, 0.0006]</td>\n",
       "      <td>0.1424</td>\n",
       "      <td>0.0975</td>\n",
       "      <td>0.0800</td>\n",
       "      <td>0.0704</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>134 rows × 27 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   model  alpha  corruption  epoch  iteration  key_dimension  lambda  \\\n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "3    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "..   ...    ...         ...    ...        ...            ...     ...   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "3    MMP      0         0.2    300         10              5   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              3   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              4   0.001   \n",
       "2    MMP      0         0.2    300         10              3   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              4   0.001   \n",
       "1    MMP      0         0.2    300         10              3   0.001   \n",
       "3    MMP      0         0.2    300         10              4   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "2    MMP      0         0.2    300         10              5   0.001   \n",
       "3    MMP      0         0.2    300         10              5   0.001   \n",
       "0    MMP      0         0.2    300         10              5   0.001   \n",
       "\n",
       "    learning_rate  mode_dimension  rank  root              NDCG  \\\n",
       "2         0.00005               1    80   1.1  [0.1695, 0.0004]   \n",
       "1         0.00005               1    60   1.0  [0.1676, 0.0004]   \n",
       "2         0.00005               1    80   1.1  [0.1686, 0.0004]   \n",
       "1         0.00005               1    60   1.0  [0.1672, 0.0004]   \n",
       "2         0.00005               1    60   1.1  [0.1679, 0.0004]   \n",
       "1         0.00005               1    60   1.0  [0.1672, 0.0004]   \n",
       "0         0.00005               1    40   0.9   [0.166, 0.0004]   \n",
       "1         0.00005               1    80   1.0  [0.1674, 0.0004]   \n",
       "2         0.00005               1    80   1.1   [0.168, 0.0004]   \n",
       "1         0.00005               1    80   1.0  [0.1657, 0.0004]   \n",
       "0         0.00005               1    80   0.9  [0.1654, 0.0004]   \n",
       "2         0.00005               1    60   1.1  [0.1667, 0.0004]   \n",
       "2         0.00005               1    60   1.1  [0.1673, 0.0004]   \n",
       "2         0.00005               2    80   1.1  [0.1625, 0.0004]   \n",
       "1         0.00005               1    80   1.0   [0.165, 0.0004]   \n",
       "0         0.00005               1    80   0.9  [0.1643, 0.0004]   \n",
       "1         0.00005               2    60   1.0  [0.1618, 0.0004]   \n",
       "0         0.00005               1    60   0.9  [0.1637, 0.0004]   \n",
       "2         0.00005               2    80   1.1  [0.1624, 0.0004]   \n",
       "0         0.00005               1    80   0.9  [0.1644, 0.0004]   \n",
       "2         0.00005               2    60   1.1   [0.163, 0.0004]   \n",
       "2         0.00005               2    80   1.1  [0.1625, 0.0004]   \n",
       "0         0.00005               1    60   0.9  [0.1647, 0.0004]   \n",
       "1         0.00005               1    40   1.0  [0.1638, 0.0004]   \n",
       "1         0.00005               1    40   1.0  [0.1643, 0.0004]   \n",
       "0         0.00005               1    60   0.9  [0.1643, 0.0004]   \n",
       "3         0.00010               2    60   0.9   [0.161, 0.0004]   \n",
       "2         0.00005               2    60   1.1  [0.1624, 0.0004]   \n",
       "0         0.00005               1    40   0.9  [0.1629, 0.0004]   \n",
       "1         0.00005               2    60   1.0  [0.1607, 0.0004]   \n",
       "..            ...             ...   ...   ...               ...   \n",
       "2         0.00005               4    40   1.1  [0.1534, 0.0004]   \n",
       "1         0.00005               4    60   1.0  [0.1521, 0.0004]   \n",
       "0         0.00005               3    40   0.9  [0.1503, 0.0004]   \n",
       "3         0.00010               2    60   0.9  [0.1467, 0.0004]   \n",
       "1         0.00005               5    60   1.0   [0.151, 0.0004]   \n",
       "0         0.00005               2    60   0.9   [0.147, 0.0004]   \n",
       "0         0.00005               5    40   0.9  [0.1506, 0.0004]   \n",
       "0         0.00005               4    40   0.9  [0.1508, 0.0004]   \n",
       "0         0.00005               4    40   0.9  [0.1517, 0.0004]   \n",
       "1         0.00005               2    40   1.0  [0.1513, 0.0004]   \n",
       "1         0.00005               3    40   1.0  [0.1496, 0.0004]   \n",
       "1         0.00005               3    80   1.0  [0.1497, 0.0004]   \n",
       "0         0.00005               5    80   0.9   [0.149, 0.0004]   \n",
       "1         0.00005               5    80   1.0  [0.1487, 0.0004]   \n",
       "0         0.00005               4    60   0.9  [0.1464, 0.0004]   \n",
       "1         0.00005               5    40   1.0  [0.1497, 0.0004]   \n",
       "0         0.00005               3    60   0.9  [0.1487, 0.0004]   \n",
       "2         0.00005               5    60   1.1  [0.1487, 0.0004]   \n",
       "0         0.00005               3    40   0.9  [0.1487, 0.0004]   \n",
       "0         0.00005               4    60   0.9  [0.1479, 0.0004]   \n",
       "2         0.00005               5    40   1.1  [0.1492, 0.0004]   \n",
       "0         0.00005               5    40   0.9  [0.1488, 0.0004]   \n",
       "2         0.00005               5    80   1.1  [0.1469, 0.0004]   \n",
       "1         0.00005               5    80   1.0  [0.1488, 0.0004]   \n",
       "3         0.00010               2    80   0.9  [0.1454, 0.0004]   \n",
       "0         0.00005               4    60   0.9  [0.1428, 0.0004]   \n",
       "0         0.00005               2    60   0.9  [0.1449, 0.0004]   \n",
       "2         0.00005               4    80   1.1  [0.1448, 0.0004]   \n",
       "3         0.00010               2    80   0.9  [0.1419, 0.0004]   \n",
       "0         0.00005               4    40   0.9  [0.1424, 0.0004]   \n",
       "\n",
       "        Precision@10      Precision@15      Precision@20       Precision@5  \\\n",
       "2   [0.1087, 0.0004]  [0.1025, 0.0003]  [0.0977, 0.0003]  [0.1189, 0.0005]   \n",
       "1   [0.1098, 0.0004]  [0.1033, 0.0003]  [0.0982, 0.0003]  [0.1196, 0.0005]   \n",
       "2   [0.1084, 0.0004]  [0.1021, 0.0003]  [0.0973, 0.0003]  [0.1188, 0.0005]   \n",
       "1   [0.1095, 0.0004]   [0.103, 0.0003]   [0.098, 0.0003]   [0.119, 0.0005]   \n",
       "2   [0.1075, 0.0004]  [0.1015, 0.0003]  [0.0969, 0.0003]  [0.1173, 0.0005]   \n",
       "1   [0.1095, 0.0004]   [0.103, 0.0003]  [0.0979, 0.0003]   [0.119, 0.0005]   \n",
       "0   [0.1085, 0.0004]  [0.1021, 0.0003]  [0.0971, 0.0003]  [0.1181, 0.0005]   \n",
       "1   [0.1095, 0.0004]  [0.1033, 0.0003]  [0.0983, 0.0003]   [0.119, 0.0005]   \n",
       "2   [0.1083, 0.0004]  [0.1021, 0.0003]  [0.0974, 0.0003]  [0.1183, 0.0005]   \n",
       "1   [0.1094, 0.0004]  [0.1029, 0.0003]  [0.0978, 0.0003]  [0.1188, 0.0005]   \n",
       "0   [0.1114, 0.0004]  [0.1042, 0.0003]  [0.0985, 0.0003]  [0.1223, 0.0005]   \n",
       "2   [0.1069, 0.0004]  [0.1009, 0.0003]  [0.0965, 0.0003]  [0.1168, 0.0005]   \n",
       "2   [0.1073, 0.0004]  [0.1013, 0.0003]  [0.0968, 0.0003]  [0.1172, 0.0005]   \n",
       "2   [0.1076, 0.0004]  [0.1009, 0.0003]  [0.0958, 0.0003]  [0.1178, 0.0005]   \n",
       "1   [0.1094, 0.0004]  [0.1029, 0.0003]  [0.0977, 0.0003]  [0.1188, 0.0005]   \n",
       "0   [0.1111, 0.0004]  [0.1038, 0.0003]  [0.0982, 0.0003]  [0.1219, 0.0005]   \n",
       "1   [0.1072, 0.0004]  [0.1006, 0.0003]  [0.0954, 0.0003]  [0.1174, 0.0005]   \n",
       "0   [0.1083, 0.0004]  [0.1017, 0.0003]  [0.0965, 0.0003]  [0.1177, 0.0005]   \n",
       "2   [0.1078, 0.0004]  [0.1011, 0.0003]  [0.0959, 0.0003]  [0.1182, 0.0005]   \n",
       "0   [0.1108, 0.0004]  [0.1038, 0.0003]  [0.0982, 0.0003]  [0.1213, 0.0005]   \n",
       "2   [0.1072, 0.0004]  [0.1008, 0.0003]  [0.0959, 0.0003]  [0.1169, 0.0005]   \n",
       "2   [0.1083, 0.0004]  [0.1017, 0.0003]  [0.0966, 0.0003]  [0.1185, 0.0005]   \n",
       "0   [0.1092, 0.0004]  [0.1026, 0.0003]  [0.0974, 0.0003]  [0.1188, 0.0005]   \n",
       "1   [0.1068, 0.0004]  [0.1005, 0.0003]  [0.0957, 0.0003]  [0.1159, 0.0005]   \n",
       "1   [0.1068, 0.0004]  [0.1006, 0.0003]  [0.0958, 0.0003]  [0.1164, 0.0005]   \n",
       "0   [0.1089, 0.0004]  [0.1025, 0.0003]  [0.0973, 0.0003]  [0.1182, 0.0005]   \n",
       "3   [0.1086, 0.0004]  [0.1016, 0.0003]  [0.0962, 0.0003]  [0.1187, 0.0005]   \n",
       "2   [0.1076, 0.0004]  [0.1011, 0.0003]  [0.0961, 0.0003]  [0.1175, 0.0005]   \n",
       "0   [0.1061, 0.0004]  [0.1001, 0.0003]  [0.0953, 0.0003]  [0.1154, 0.0005]   \n",
       "1   [0.1078, 0.0004]   [0.101, 0.0003]  [0.0958, 0.0003]  [0.1179, 0.0005]   \n",
       "..               ...               ...               ...               ...   \n",
       "2   [0.0996, 0.0004]   [0.094, 0.0003]  [0.0896, 0.0003]  [0.1085, 0.0005]   \n",
       "1   [0.1046, 0.0004]   [0.098, 0.0003]  [0.0929, 0.0003]  [0.1142, 0.0005]   \n",
       "0   [0.1012, 0.0004]  [0.0948, 0.0003]    [0.09, 0.0003]  [0.1106, 0.0005]   \n",
       "3   [0.1035, 0.0004]  [0.0965, 0.0003]  [0.0911, 0.0003]  [0.1132, 0.0005]   \n",
       "1    [0.101, 0.0004]   [0.095, 0.0003]  [0.0904, 0.0003]  [0.1099, 0.0005]   \n",
       "0   [0.1035, 0.0004]  [0.0965, 0.0003]  [0.0911, 0.0003]  [0.1133, 0.0005]   \n",
       "0   [0.0994, 0.0004]  [0.0937, 0.0003]  [0.0892, 0.0003]  [0.1081, 0.0005]   \n",
       "0   [0.0997, 0.0004]   [0.094, 0.0003]  [0.0895, 0.0003]  [0.1081, 0.0005]   \n",
       "0   [0.1008, 0.0004]   [0.095, 0.0003]  [0.0904, 0.0003]  [0.1096, 0.0005]   \n",
       "1   [0.1022, 0.0004]  [0.0958, 0.0003]  [0.0909, 0.0003]  [0.1124, 0.0005]   \n",
       "1   [0.1015, 0.0004]  [0.0954, 0.0003]  [0.0906, 0.0003]  [0.1107, 0.0005]   \n",
       "1   [0.1043, 0.0004]  [0.0976, 0.0003]  [0.0924, 0.0003]  [0.1145, 0.0005]   \n",
       "0   [0.1032, 0.0004]  [0.0965, 0.0003]  [0.0913, 0.0003]   [0.113, 0.0005]   \n",
       "1   [0.1014, 0.0004]  [0.0951, 0.0003]  [0.0903, 0.0003]  [0.1105, 0.0005]   \n",
       "0   [0.1012, 0.0004]  [0.0949, 0.0003]  [0.0899, 0.0003]  [0.1103, 0.0005]   \n",
       "1   [0.0996, 0.0004]  [0.0939, 0.0003]  [0.0893, 0.0003]  [0.1083, 0.0005]   \n",
       "0   [0.1033, 0.0004]  [0.0965, 0.0003]  [0.0913, 0.0003]  [0.1133, 0.0005]   \n",
       "2   [0.0988, 0.0004]  [0.0928, 0.0003]  [0.0884, 0.0003]  [0.1077, 0.0005]   \n",
       "0   [0.1007, 0.0004]  [0.0947, 0.0003]  [0.0899, 0.0003]  [0.1097, 0.0005]   \n",
       "0   [0.1004, 0.0004]  [0.0941, 0.0003]  [0.0893, 0.0003]  [0.1098, 0.0005]   \n",
       "2   [0.0983, 0.0004]  [0.0926, 0.0003]  [0.0882, 0.0003]   [0.107, 0.0005]   \n",
       "0   [0.0986, 0.0004]  [0.0931, 0.0003]  [0.0887, 0.0003]  [0.1065, 0.0005]   \n",
       "2   [0.1001, 0.0004]  [0.0935, 0.0003]  [0.0887, 0.0003]  [0.1103, 0.0005]   \n",
       "1   [0.1032, 0.0004]  [0.0965, 0.0003]  [0.0915, 0.0003]  [0.1129, 0.0005]   \n",
       "3   [0.1036, 0.0004]  [0.0964, 0.0003]   [0.091, 0.0003]  [0.1142, 0.0005]   \n",
       "0   [0.1009, 0.0004]  [0.0942, 0.0003]   [0.089, 0.0003]  [0.1107, 0.0005]   \n",
       "0   [0.1029, 0.0004]  [0.0959, 0.0003]  [0.0907, 0.0003]   [0.113, 0.0005]   \n",
       "2   [0.0992, 0.0004]  [0.0929, 0.0003]  [0.0882, 0.0003]  [0.1088, 0.0005]   \n",
       "3   [0.1023, 0.0004]  [0.0954, 0.0003]  [0.0901, 0.0003]  [0.1125, 0.0005]   \n",
       "0   [0.0975, 0.0004]  [0.0915, 0.0003]  [0.0868, 0.0003]  [0.1065, 0.0005]   \n",
       "\n",
       "        Precision@50       R-Precision         Recall@10         Recall@15  \\\n",
       "2   [0.0798, 0.0002]   [0.091, 0.0003]  [0.0844, 0.0004]  [0.1149, 0.0005]   \n",
       "1   [0.0792, 0.0002]   [0.091, 0.0003]  [0.0839, 0.0004]  [0.1141, 0.0005]   \n",
       "2   [0.0794, 0.0002]  [0.0905, 0.0003]  [0.0838, 0.0004]  [0.1142, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0907, 0.0003]  [0.0837, 0.0004]   [0.114, 0.0005]   \n",
       "2   [0.0793, 0.0002]  [0.0901, 0.0003]  [0.0836, 0.0004]  [0.1137, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0906, 0.0003]  [0.0835, 0.0004]  [0.1138, 0.0005]   \n",
       "0   [0.0785, 0.0002]  [0.0893, 0.0003]  [0.0832, 0.0004]  [0.1133, 0.0005]   \n",
       "1   [0.0796, 0.0002]   [0.091, 0.0003]  [0.0831, 0.0004]  [0.1133, 0.0005]   \n",
       "2   [0.0796, 0.0002]  [0.0903, 0.0003]  [0.0829, 0.0004]  [0.1132, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0907, 0.0003]  [0.0826, 0.0004]  [0.1123, 0.0005]   \n",
       "0   [0.0788, 0.0002]  [0.0913, 0.0003]  [0.0825, 0.0004]  [0.1119, 0.0005]   \n",
       "2    [0.079, 0.0002]  [0.0894, 0.0003]  [0.0823, 0.0004]  [0.1121, 0.0005]   \n",
       "2   [0.0792, 0.0002]  [0.0894, 0.0003]  [0.0823, 0.0004]  [0.1123, 0.0005]   \n",
       "2   [0.0772, 0.0002]  [0.0884, 0.0003]  [0.0822, 0.0004]  [0.1116, 0.0005]   \n",
       "1    [0.079, 0.0002]  [0.0909, 0.0003]  [0.0821, 0.0004]  [0.1114, 0.0005]   \n",
       "0   [0.0785, 0.0002]  [0.0909, 0.0003]   [0.082, 0.0004]  [0.1111, 0.0005]   \n",
       "1   [0.0769, 0.0002]  [0.0881, 0.0003]   [0.082, 0.0004]  [0.1112, 0.0005]   \n",
       "0   [0.0779, 0.0002]  [0.0894, 0.0003]  [0.0819, 0.0004]  [0.1114, 0.0005]   \n",
       "2   [0.0774, 0.0002]  [0.0886, 0.0003]  [0.0818, 0.0004]  [0.1111, 0.0005]   \n",
       "0   [0.0787, 0.0002]  [0.0907, 0.0003]  [0.0818, 0.0004]  [0.1109, 0.0005]   \n",
       "2   [0.0776, 0.0002]  [0.0885, 0.0003]  [0.0818, 0.0004]  [0.1114, 0.0005]   \n",
       "2   [0.0778, 0.0002]  [0.0893, 0.0003]  [0.0816, 0.0004]  [0.1109, 0.0005]   \n",
       "0   [0.0784, 0.0002]  [0.0895, 0.0003]  [0.0816, 0.0004]  [0.1116, 0.0005]   \n",
       "1   [0.0777, 0.0002]  [0.0883, 0.0003]  [0.0816, 0.0004]  [0.1111, 0.0005]   \n",
       "1    [0.078, 0.0002]  [0.0882, 0.0003]  [0.0816, 0.0004]   [0.111, 0.0005]   \n",
       "0   [0.0784, 0.0002]  [0.0897, 0.0003]  [0.0814, 0.0004]  [0.1114, 0.0005]   \n",
       "3   [0.0773, 0.0002]  [0.0896, 0.0003]  [0.0813, 0.0004]  [0.1096, 0.0005]   \n",
       "2   [0.0778, 0.0002]  [0.0886, 0.0003]  [0.0812, 0.0004]  [0.1105, 0.0005]   \n",
       "0   [0.0772, 0.0002]  [0.0876, 0.0003]   [0.081, 0.0004]  [0.1107, 0.0005]   \n",
       "1   [0.0771, 0.0002]  [0.0888, 0.0003]   [0.081, 0.0004]  [0.1097, 0.0005]   \n",
       "..               ...               ...               ...               ...   \n",
       "2   [0.0737, 0.0002]   [0.082, 0.0003]  [0.0751, 0.0004]  [0.1028, 0.0005]   \n",
       "1   [0.0751, 0.0002]  [0.0854, 0.0003]   [0.075, 0.0004]  [0.1014, 0.0004]   \n",
       "0   [0.0729, 0.0002]  [0.0828, 0.0003]   [0.075, 0.0004]  [0.1016, 0.0005]   \n",
       "3   [0.0729, 0.0002]  [0.0845, 0.0003]  [0.0749, 0.0004]  [0.0999, 0.0004]   \n",
       "1   [0.0737, 0.0002]  [0.0838, 0.0003]  [0.0749, 0.0004]  [0.1016, 0.0005]   \n",
       "0   [0.0728, 0.0002]  [0.0838, 0.0003]  [0.0748, 0.0004]  [0.1003, 0.0004]   \n",
       "0   [0.0729, 0.0002]  [0.0816, 0.0003]  [0.0745, 0.0004]  [0.1016, 0.0005]   \n",
       "0   [0.0734, 0.0002]  [0.0824, 0.0003]  [0.0745, 0.0004]  [0.1015, 0.0005]   \n",
       "0   [0.0741, 0.0002]  [0.0831, 0.0003]  [0.0744, 0.0004]  [0.1015, 0.0005]   \n",
       "1   [0.0738, 0.0002]  [0.0834, 0.0003]  [0.0744, 0.0004]  [0.1009, 0.0005]   \n",
       "1   [0.0738, 0.0002]  [0.0842, 0.0003]  [0.0744, 0.0004]  [0.1003, 0.0005]   \n",
       "1   [0.0741, 0.0002]  [0.0851, 0.0003]  [0.0743, 0.0004]     [0.1, 0.0004]   \n",
       "0   [0.0734, 0.0002]  [0.0841, 0.0003]  [0.0743, 0.0004]  [0.0999, 0.0004]   \n",
       "1   [0.0731, 0.0002]  [0.0831, 0.0003]  [0.0742, 0.0004]  [0.1002, 0.0004]   \n",
       "0   [0.0723, 0.0002]  [0.0833, 0.0003]  [0.0742, 0.0004]     [0.1, 0.0004]   \n",
       "1   [0.0731, 0.0002]  [0.0824, 0.0003]  [0.0741, 0.0004]  [0.1007, 0.0005]   \n",
       "0   [0.0734, 0.0002]  [0.0842, 0.0003]  [0.0741, 0.0004]  [0.0996, 0.0004]   \n",
       "2   [0.0722, 0.0002]  [0.0815, 0.0003]  [0.0739, 0.0004]  [0.1002, 0.0005]   \n",
       "0   [0.0732, 0.0002]   [0.083, 0.0003]  [0.0738, 0.0004]  [0.0999, 0.0005]   \n",
       "0   [0.0724, 0.0002]  [0.0824, 0.0003]  [0.0735, 0.0004]  [0.0994, 0.0004]   \n",
       "2   [0.0724, 0.0002]  [0.0814, 0.0003]  [0.0735, 0.0004]  [0.0999, 0.0005]   \n",
       "0   [0.0731, 0.0002]  [0.0823, 0.0003]  [0.0735, 0.0004]  [0.0997, 0.0004]   \n",
       "2   [0.0718, 0.0002]  [0.0818, 0.0003]  [0.0733, 0.0004]  [0.0985, 0.0005]   \n",
       "1   [0.0738, 0.0002]  [0.0839, 0.0003]  [0.0732, 0.0004]  [0.0989, 0.0004]   \n",
       "3   [0.0728, 0.0002]  [0.0844, 0.0003]  [0.0731, 0.0004]  [0.0973, 0.0004]   \n",
       "0   [0.0712, 0.0002]  [0.0826, 0.0003]  [0.0726, 0.0004]  [0.0968, 0.0004]   \n",
       "0   [0.0727, 0.0002]  [0.0834, 0.0003]  [0.0726, 0.0004]  [0.0969, 0.0004]   \n",
       "2   [0.0715, 0.0002]  [0.0819, 0.0003]  [0.0723, 0.0004]   [0.097, 0.0004]   \n",
       "3   [0.0721, 0.0002]  [0.0825, 0.0003]  [0.0705, 0.0004]   [0.094, 0.0004]   \n",
       "0   [0.0708, 0.0002]    [0.08, 0.0003]  [0.0704, 0.0004]   [0.095, 0.0004]   \n",
       "\n",
       "           Recall@20          Recall@5         Recall@50  NDCG_Score  \\\n",
       "2   [0.1418, 0.0006]  [0.0492, 0.0003]  [0.2574, 0.0007]      0.1695   \n",
       "1   [0.1406, 0.0005]  [0.0484, 0.0003]  [0.2525, 0.0007]      0.1676   \n",
       "2   [0.1412, 0.0006]  [0.0489, 0.0003]  [0.2561, 0.0007]      0.1686   \n",
       "1   [0.1404, 0.0005]  [0.0482, 0.0003]  [0.2523, 0.0007]      0.1672   \n",
       "2   [0.1405, 0.0006]  [0.0486, 0.0003]  [0.2552, 0.0007]      0.1679   \n",
       "1   [0.1404, 0.0005]   [0.048, 0.0003]  [0.2523, 0.0007]      0.1672   \n",
       "0   [0.1396, 0.0005]  [0.0476, 0.0003]  [0.2514, 0.0007]      0.1660   \n",
       "1   [0.1398, 0.0005]  [0.0479, 0.0003]  [0.2522, 0.0007]      0.1674   \n",
       "2   [0.1401, 0.0005]  [0.0483, 0.0003]  [0.2549, 0.0007]      0.1680   \n",
       "1   [0.1382, 0.0005]  [0.0474, 0.0003]  [0.2486, 0.0007]      0.1657   \n",
       "0   [0.1372, 0.0005]  [0.0475, 0.0003]  [0.2452, 0.0007]      0.1654   \n",
       "2   [0.1391, 0.0006]  [0.0481, 0.0003]  [0.2541, 0.0007]      0.1667   \n",
       "2   [0.1393, 0.0005]  [0.0479, 0.0003]  [0.2552, 0.0007]      0.1673   \n",
       "2   [0.1371, 0.0005]  [0.0474, 0.0003]  [0.2438, 0.0007]      0.1625   \n",
       "1   [0.1369, 0.0005]  [0.0473, 0.0003]  [0.2466, 0.0007]      0.1650   \n",
       "0    [0.136, 0.0005]  [0.0472, 0.0003]  [0.2435, 0.0006]      0.1643   \n",
       "1   [0.1363, 0.0005]  [0.0472, 0.0003]  [0.2424, 0.0007]      0.1618   \n",
       "0   [0.1369, 0.0005]   [0.047, 0.0003]  [0.2453, 0.0007]      0.1637   \n",
       "2   [0.1364, 0.0005]  [0.0473, 0.0003]  [0.2433, 0.0007]      0.1624   \n",
       "0   [0.1359, 0.0005]  [0.0472, 0.0003]   [0.244, 0.0006]      0.1644   \n",
       "2   [0.1372, 0.0005]   [0.047, 0.0003]  [0.2457, 0.0007]      0.1630   \n",
       "2   [0.1362, 0.0005]  [0.0472, 0.0003]  [0.2423, 0.0007]      0.1625   \n",
       "0   [0.1375, 0.0005]  [0.0465, 0.0003]  [0.2475, 0.0007]      0.1647   \n",
       "1   [0.1373, 0.0005]   [0.047, 0.0003]  [0.2485, 0.0007]      0.1638   \n",
       "1   [0.1371, 0.0005]  [0.0473, 0.0003]  [0.2491, 0.0007]      0.1643   \n",
       "0   [0.1372, 0.0005]  [0.0465, 0.0003]  [0.2474, 0.0007]      0.1643   \n",
       "3   [0.1341, 0.0005]  [0.0469, 0.0003]  [0.2377, 0.0006]      0.1610   \n",
       "2   [0.1359, 0.0005]  [0.0468, 0.0003]  [0.2437, 0.0007]      0.1624   \n",
       "0    [0.137, 0.0005]  [0.0465, 0.0003]  [0.2474, 0.0007]      0.1629   \n",
       "1   [0.1344, 0.0005]  [0.0467, 0.0003]  [0.2389, 0.0007]      0.1607   \n",
       "..               ...               ...               ...         ...   \n",
       "2   [0.1271, 0.0005]  [0.0429, 0.0003]  [0.2342, 0.0007]      0.1534   \n",
       "1   [0.1243, 0.0005]  [0.0432, 0.0003]   [0.223, 0.0006]      0.1521   \n",
       "0   [0.1247, 0.0005]   [0.043, 0.0003]  [0.2238, 0.0006]      0.1503   \n",
       "3   [0.1211, 0.0005]  [0.0436, 0.0003]  [0.2108, 0.0006]      0.1467   \n",
       "1   [0.1246, 0.0005]  [0.0433, 0.0003]  [0.2244, 0.0006]      0.1510   \n",
       "0   [0.1217, 0.0005]  [0.0433, 0.0003]  [0.2117, 0.0006]      0.1470   \n",
       "0   [0.1254, 0.0005]  [0.0425, 0.0003]  [0.2273, 0.0006]      0.1506   \n",
       "0   [0.1249, 0.0005]  [0.0426, 0.0003]   [0.227, 0.0006]      0.1508   \n",
       "0    [0.125, 0.0005]  [0.0427, 0.0003]  [0.2276, 0.0006]      0.1517   \n",
       "1    [0.124, 0.0005]  [0.0432, 0.0003]  [0.2239, 0.0006]      0.1513   \n",
       "1   [0.1226, 0.0005]  [0.0432, 0.0003]  [0.2198, 0.0006]      0.1496   \n",
       "1   [0.1221, 0.0005]  [0.0434, 0.0003]  [0.2165, 0.0006]      0.1497   \n",
       "0   [0.1221, 0.0005]  [0.0429, 0.0003]  [0.2174, 0.0006]      0.1490   \n",
       "1   [0.1226, 0.0005]  [0.0427, 0.0003]  [0.2192, 0.0006]      0.1487   \n",
       "0   [0.1217, 0.0005]  [0.0429, 0.0003]   [0.212, 0.0006]      0.1464   \n",
       "1   [0.1236, 0.0005]  [0.0426, 0.0003]  [0.2243, 0.0006]      0.1497   \n",
       "0   [0.1215, 0.0005]  [0.0432, 0.0003]   [0.216, 0.0006]      0.1487   \n",
       "2   [0.1231, 0.0005]  [0.0429, 0.0003]  [0.2228, 0.0006]      0.1487   \n",
       "0   [0.1224, 0.0005]  [0.0425, 0.0003]  [0.2198, 0.0006]      0.1487   \n",
       "0   [0.1216, 0.0005]  [0.0427, 0.0003]  [0.2181, 0.0006]      0.1479   \n",
       "2   [0.1232, 0.0005]  [0.0424, 0.0003]  [0.2247, 0.0006]      0.1492   \n",
       "0   [0.1225, 0.0005]  [0.0421, 0.0003]   [0.223, 0.0006]      0.1488   \n",
       "2   [0.1206, 0.0005]  [0.0429, 0.0003]  [0.2162, 0.0006]      0.1469   \n",
       "1   [0.1212, 0.0005]  [0.0423, 0.0003]  [0.2176, 0.0006]      0.1488   \n",
       "3   [0.1179, 0.0005]  [0.0433, 0.0003]  [0.2065, 0.0006]      0.1454   \n",
       "0   [0.1173, 0.0005]  [0.0424, 0.0003]  [0.2046, 0.0006]      0.1428   \n",
       "0   [0.1178, 0.0005]  [0.0423, 0.0003]  [0.2075, 0.0006]      0.1449   \n",
       "2   [0.1184, 0.0005]  [0.0427, 0.0003]  [0.2112, 0.0006]      0.1448   \n",
       "3   [0.1143, 0.0005]  [0.0412, 0.0003]  [0.2006, 0.0006]      0.1419   \n",
       "0   [0.1161, 0.0005]  [0.0407, 0.0003]  [0.2092, 0.0006]      0.1424   \n",
       "\n",
       "    Precision@10_Score  R-Precision_Score  Recall@10_Score  \n",
       "2               0.1087             0.0910           0.0844  \n",
       "1               0.1098             0.0910           0.0839  \n",
       "2               0.1084             0.0905           0.0838  \n",
       "1               0.1095             0.0907           0.0837  \n",
       "2               0.1075             0.0901           0.0836  \n",
       "1               0.1095             0.0906           0.0835  \n",
       "0               0.1085             0.0893           0.0832  \n",
       "1               0.1095             0.0910           0.0831  \n",
       "2               0.1083             0.0903           0.0829  \n",
       "1               0.1094             0.0907           0.0826  \n",
       "0               0.1114             0.0913           0.0825  \n",
       "2               0.1069             0.0894           0.0823  \n",
       "2               0.1073             0.0894           0.0823  \n",
       "2               0.1076             0.0884           0.0822  \n",
       "1               0.1094             0.0909           0.0821  \n",
       "0               0.1111             0.0909           0.0820  \n",
       "1               0.1072             0.0881           0.0820  \n",
       "0               0.1083             0.0894           0.0819  \n",
       "2               0.1078             0.0886           0.0818  \n",
       "0               0.1108             0.0907           0.0818  \n",
       "2               0.1072             0.0885           0.0818  \n",
       "2               0.1083             0.0893           0.0816  \n",
       "0               0.1092             0.0895           0.0816  \n",
       "1               0.1068             0.0883           0.0816  \n",
       "1               0.1068             0.0882           0.0816  \n",
       "0               0.1089             0.0897           0.0814  \n",
       "3               0.1086             0.0896           0.0813  \n",
       "2               0.1076             0.0886           0.0812  \n",
       "0               0.1061             0.0876           0.0810  \n",
       "1               0.1078             0.0888           0.0810  \n",
       "..                 ...                ...              ...  \n",
       "2               0.0996             0.0820           0.0751  \n",
       "1               0.1046             0.0854           0.0750  \n",
       "0               0.1012             0.0828           0.0750  \n",
       "3               0.1035             0.0845           0.0749  \n",
       "1               0.1010             0.0838           0.0749  \n",
       "0               0.1035             0.0838           0.0748  \n",
       "0               0.0994             0.0816           0.0745  \n",
       "0               0.0997             0.0824           0.0745  \n",
       "0               0.1008             0.0831           0.0744  \n",
       "1               0.1022             0.0834           0.0744  \n",
       "1               0.1015             0.0842           0.0744  \n",
       "1               0.1043             0.0851           0.0743  \n",
       "0               0.1032             0.0841           0.0743  \n",
       "1               0.1014             0.0831           0.0742  \n",
       "0               0.1012             0.0833           0.0742  \n",
       "1               0.0996             0.0824           0.0741  \n",
       "0               0.1033             0.0842           0.0741  \n",
       "2               0.0988             0.0815           0.0739  \n",
       "0               0.1007             0.0830           0.0738  \n",
       "0               0.1004             0.0824           0.0735  \n",
       "2               0.0983             0.0814           0.0735  \n",
       "0               0.0986             0.0823           0.0735  \n",
       "2               0.1001             0.0818           0.0733  \n",
       "1               0.1032             0.0839           0.0732  \n",
       "3               0.1036             0.0844           0.0731  \n",
       "0               0.1009             0.0826           0.0726  \n",
       "0               0.1029             0.0834           0.0726  \n",
       "2               0.0992             0.0819           0.0723  \n",
       "3               0.1023             0.0825           0.0705  \n",
       "0               0.0975             0.0800           0.0704  \n",
       "\n",
       "[134 rows x 27 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sort_tuning_results(df=df_tuning_results, metric='Recall@10')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# metric = 'NDCG'\n",
    "# df_tuning_results[metric+'_Score'] = df_tuning_results[metric].map(lambda x: ast.literal_eval(x)[0])\n",
    "# df_tuning_results.sort_values(by=metric+'_Score', ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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