From e1bb2b7a37c25d08209e3f1d92781b49ca598057 Mon Sep 17 00:00:00 2001
From: memgonzales <gonzales.markedward@gmail.com>
Date: Mon, 25 Nov 2024 06:34:47 +0800
Subject: [PATCH] Re-generate comparison table

---
 experiments/6.0. Comparison.ipynb | 474 +++++++++++++++---------------
 1 file changed, 237 insertions(+), 237 deletions(-)

diff --git a/experiments/6.0. Comparison.ipynb b/experiments/6.0. Comparison.ipynb
index d2db500..c7e06b3 100644
--- a/experiments/6.0. Comparison.ipynb	
+++ b/experiments/6.0. Comparison.ipynb	
@@ -300,110 +300,110 @@
      "data": {
       "text/html": [
        "<style type=\"text/css\">\n",
-       "#T_22a00_row0_col0, #T_22a00_row0_col8, #T_22a00_row1_col5, #T_22a00_row3_col6, #T_22a00_row3_col7, #T_22a00_row3_col9, #T_22a00_row5_col1, #T_22a00_row5_col2, #T_22a00_row5_col3, #T_22a00_row5_col4 {\n",
+       "#T_7a95e_row0_col0, #T_7a95e_row0_col8, #T_7a95e_row1_col5, #T_7a95e_row3_col6, #T_7a95e_row3_col7, #T_7a95e_row3_col9, #T_7a95e_row5_col1, #T_7a95e_row5_col2, #T_7a95e_row5_col3, #T_7a95e_row5_col4 {\n",
        "  background-color: lightgreen;\n",
        "}\n",
        "</style>\n",
-       "<table id=\"T_22a00\">\n",
+       "<table id=\"T_7a95e\">\n",
        "  <thead>\n",
        "    <tr>\n",
        "      <th class=\"blank level0\" >&nbsp;</th>\n",
-       "      <th id=\"T_22a00_level0_col0\" class=\"col_heading level0 col0\" >0%</th>\n",
-       "      <th id=\"T_22a00_level0_col1\" class=\"col_heading level0 col1\" >10%</th>\n",
-       "      <th id=\"T_22a00_level0_col2\" class=\"col_heading level0 col2\" >20%</th>\n",
-       "      <th id=\"T_22a00_level0_col3\" class=\"col_heading level0 col3\" >30%</th>\n",
-       "      <th id=\"T_22a00_level0_col4\" class=\"col_heading level0 col4\" >40%</th>\n",
-       "      <th id=\"T_22a00_level0_col5\" class=\"col_heading level0 col5\" >50%</th>\n",
-       "      <th id=\"T_22a00_level0_col6\" class=\"col_heading level0 col6\" >60%</th>\n",
-       "      <th id=\"T_22a00_level0_col7\" class=\"col_heading level0 col7\" >70%</th>\n",
-       "      <th id=\"T_22a00_level0_col8\" class=\"col_heading level0 col8\" >80%</th>\n",
-       "      <th id=\"T_22a00_level0_col9\" class=\"col_heading level0 col9\" >90%</th>\n",
+       "      <th id=\"T_7a95e_level0_col0\" class=\"col_heading level0 col0\" >0%</th>\n",
+       "      <th id=\"T_7a95e_level0_col1\" class=\"col_heading level0 col1\" >10%</th>\n",
+       "      <th id=\"T_7a95e_level0_col2\" class=\"col_heading level0 col2\" >20%</th>\n",
+       "      <th id=\"T_7a95e_level0_col3\" class=\"col_heading level0 col3\" >30%</th>\n",
+       "      <th id=\"T_7a95e_level0_col4\" class=\"col_heading level0 col4\" >40%</th>\n",
+       "      <th id=\"T_7a95e_level0_col5\" class=\"col_heading level0 col5\" >50%</th>\n",
+       "      <th id=\"T_7a95e_level0_col6\" class=\"col_heading level0 col6\" >60%</th>\n",
+       "      <th id=\"T_7a95e_level0_col7\" class=\"col_heading level0 col7\" >70%</th>\n",
+       "      <th id=\"T_7a95e_level0_col8\" class=\"col_heading level0 col8\" >80%</th>\n",
+       "      <th id=\"T_7a95e_level0_col9\" class=\"col_heading level0 col9\" >90%</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th id=\"T_22a00_level0_row0\" class=\"row_heading level0 row0\" >boeckaerts-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_22a00_row0_col0\" class=\"data row0 col0\" >64.12%</td>\n",
-       "      <td id=\"T_22a00_row0_col1\" class=\"data row0 col1\" >48.78%</td>\n",
-       "      <td id=\"T_22a00_row0_col2\" class=\"data row0 col2\" >37.91%</td>\n",
-       "      <td id=\"T_22a00_row0_col3\" class=\"data row0 col3\" >32.31%</td>\n",
-       "      <td id=\"T_22a00_row0_col4\" class=\"data row0 col4\" >25.38%</td>\n",
-       "      <td id=\"T_22a00_row0_col5\" class=\"data row0 col5\" >20.86%</td>\n",
-       "      <td id=\"T_22a00_row0_col6\" class=\"data row0 col6\" >16.05%</td>\n",
-       "      <td id=\"T_22a00_row0_col7\" class=\"data row0 col7\" >13.36%</td>\n",
-       "      <td id=\"T_22a00_row0_col8\" class=\"data row0 col8\" >6.53%</td>\n",
-       "      <td id=\"T_22a00_row0_col9\" class=\"data row0 col9\" >2.55%</td>\n",
+       "      <th id=\"T_7a95e_level0_row0\" class=\"row_heading level0 row0\" >boeckaerts-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_7a95e_row0_col0\" class=\"data row0 col0\" >64.12%</td>\n",
+       "      <td id=\"T_7a95e_row0_col1\" class=\"data row0 col1\" >48.78%</td>\n",
+       "      <td id=\"T_7a95e_row0_col2\" class=\"data row0 col2\" >37.91%</td>\n",
+       "      <td id=\"T_7a95e_row0_col3\" class=\"data row0 col3\" >32.31%</td>\n",
+       "      <td id=\"T_7a95e_row0_col4\" class=\"data row0 col4\" >25.38%</td>\n",
+       "      <td id=\"T_7a95e_row0_col5\" class=\"data row0 col5\" >20.86%</td>\n",
+       "      <td id=\"T_7a95e_row0_col6\" class=\"data row0 col6\" >16.05%</td>\n",
+       "      <td id=\"T_7a95e_row0_col7\" class=\"data row0 col7\" >13.36%</td>\n",
+       "      <td id=\"T_7a95e_row0_col8\" class=\"data row0 col8\" >6.53%</td>\n",
+       "      <td id=\"T_7a95e_row0_col9\" class=\"data row0 col9\" >2.55%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_22a00_level0_row1\" class=\"row_heading level0 row1\" >phiembed-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_22a00_row1_col0\" class=\"data row1 col0\" >52.43%</td>\n",
-       "      <td id=\"T_22a00_row1_col1\" class=\"data row1 col1\" >39.69%</td>\n",
-       "      <td id=\"T_22a00_row1_col2\" class=\"data row1 col2\" >29.86%</td>\n",
-       "      <td id=\"T_22a00_row1_col3\" class=\"data row1 col3\" >21.97%</td>\n",
-       "      <td id=\"T_22a00_row1_col4\" class=\"data row1 col4\" >14.23%</td>\n",
-       "      <td id=\"T_22a00_row1_col5\" class=\"data row1 col5\" >8.70%</td>\n",
-       "      <td id=\"T_22a00_row1_col6\" class=\"data row1 col6\" >5.31%</td>\n",
-       "      <td id=\"T_22a00_row1_col7\" class=\"data row1 col7\" >2.54%</td>\n",
-       "      <td id=\"T_22a00_row1_col8\" class=\"data row1 col8\" >1.70%</td>\n",
-       "      <td id=\"T_22a00_row1_col9\" class=\"data row1 col9\" >1.24%</td>\n",
+       "      <th id=\"T_7a95e_level0_row1\" class=\"row_heading level0 row1\" >phiembed-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_7a95e_row1_col0\" class=\"data row1 col0\" >52.43%</td>\n",
+       "      <td id=\"T_7a95e_row1_col1\" class=\"data row1 col1\" >39.69%</td>\n",
+       "      <td id=\"T_7a95e_row1_col2\" class=\"data row1 col2\" >29.86%</td>\n",
+       "      <td id=\"T_7a95e_row1_col3\" class=\"data row1 col3\" >21.97%</td>\n",
+       "      <td id=\"T_7a95e_row1_col4\" class=\"data row1 col4\" >14.23%</td>\n",
+       "      <td id=\"T_7a95e_row1_col5\" class=\"data row1 col5\" >8.70%</td>\n",
+       "      <td id=\"T_7a95e_row1_col6\" class=\"data row1 col6\" >5.31%</td>\n",
+       "      <td id=\"T_7a95e_row1_col7\" class=\"data row1 col7\" >2.54%</td>\n",
+       "      <td id=\"T_7a95e_row1_col8\" class=\"data row1 col8\" >1.70%</td>\n",
+       "      <td id=\"T_7a95e_row1_col9\" class=\"data row1 col9\" >1.24%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_22a00_level0_row2\" class=\"row_heading level0 row2\" >badam-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_22a00_row2_col0\" class=\"data row2 col0\" >59.29%</td>\n",
-       "      <td id=\"T_22a00_row2_col1\" class=\"data row2 col1\" >58.45%</td>\n",
-       "      <td id=\"T_22a00_row2_col2\" class=\"data row2 col2\" >57.24%</td>\n",
-       "      <td id=\"T_22a00_row2_col3\" class=\"data row2 col3\" >56.69%</td>\n",
-       "      <td id=\"T_22a00_row2_col4\" class=\"data row2 col4\" >55.63%</td>\n",
-       "      <td id=\"T_22a00_row2_col5\" class=\"data row2 col5\" >54.87%</td>\n",
-       "      <td id=\"T_22a00_row2_col6\" class=\"data row2 col6\" >54.10%</td>\n",
-       "      <td id=\"T_22a00_row2_col7\" class=\"data row2 col7\" >53.03%</td>\n",
-       "      <td id=\"T_22a00_row2_col8\" class=\"data row2 col8\" >51.67%</td>\n",
-       "      <td id=\"T_22a00_row2_col9\" class=\"data row2 col9\" >49.70%</td>\n",
+       "      <th id=\"T_7a95e_level0_row2\" class=\"row_heading level0 row2\" >badam-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_7a95e_row2_col0\" class=\"data row2 col0\" >59.29%</td>\n",
+       "      <td id=\"T_7a95e_row2_col1\" class=\"data row2 col1\" >58.45%</td>\n",
+       "      <td id=\"T_7a95e_row2_col2\" class=\"data row2 col2\" >57.24%</td>\n",
+       "      <td id=\"T_7a95e_row2_col3\" class=\"data row2 col3\" >56.69%</td>\n",
+       "      <td id=\"T_7a95e_row2_col4\" class=\"data row2 col4\" >55.63%</td>\n",
+       "      <td id=\"T_7a95e_row2_col5\" class=\"data row2 col5\" >54.87%</td>\n",
+       "      <td id=\"T_7a95e_row2_col6\" class=\"data row2 col6\" >54.10%</td>\n",
+       "      <td id=\"T_7a95e_row2_col7\" class=\"data row2 col7\" >53.03%</td>\n",
+       "      <td id=\"T_7a95e_row2_col8\" class=\"data row2 col8\" >51.67%</td>\n",
+       "      <td id=\"T_7a95e_row2_col9\" class=\"data row2 col9\" >49.70%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_22a00_level0_row3\" class=\"row_heading level0 row3\" >blast-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_22a00_row3_col0\" class=\"data row3 col0\" >58.14%</td>\n",
-       "      <td id=\"T_22a00_row3_col1\" class=\"data row3 col1\" >58.14%</td>\n",
-       "      <td id=\"T_22a00_row3_col2\" class=\"data row3 col2\" >58.14%</td>\n",
-       "      <td id=\"T_22a00_row3_col3\" class=\"data row3 col3\" >58.14%</td>\n",
-       "      <td id=\"T_22a00_row3_col4\" class=\"data row3 col4\" >58.14%</td>\n",
-       "      <td id=\"T_22a00_row3_col5\" class=\"data row3 col5\" >58.14%</td>\n",
-       "      <td id=\"T_22a00_row3_col6\" class=\"data row3 col6\" >58.14%</td>\n",
-       "      <td id=\"T_22a00_row3_col7\" class=\"data row3 col7\" >58.14%</td>\n",
-       "      <td id=\"T_22a00_row3_col8\" class=\"data row3 col8\" >58.14%</td>\n",
-       "      <td id=\"T_22a00_row3_col9\" class=\"data row3 col9\" >58.14%</td>\n",
+       "      <th id=\"T_7a95e_level0_row3\" class=\"row_heading level0 row3\" >blast-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_7a95e_row3_col0\" class=\"data row3 col0\" >58.14%</td>\n",
+       "      <td id=\"T_7a95e_row3_col1\" class=\"data row3 col1\" >58.14%</td>\n",
+       "      <td id=\"T_7a95e_row3_col2\" class=\"data row3 col2\" >58.14%</td>\n",
+       "      <td id=\"T_7a95e_row3_col3\" class=\"data row3 col3\" >58.14%</td>\n",
+       "      <td id=\"T_7a95e_row3_col4\" class=\"data row3 col4\" >58.14%</td>\n",
+       "      <td id=\"T_7a95e_row3_col5\" class=\"data row3 col5\" >58.14%</td>\n",
+       "      <td id=\"T_7a95e_row3_col6\" class=\"data row3 col6\" >58.14%</td>\n",
+       "      <td id=\"T_7a95e_row3_col7\" class=\"data row3 col7\" >58.14%</td>\n",
+       "      <td id=\"T_7a95e_row3_col8\" class=\"data row3 col8\" >58.14%</td>\n",
+       "      <td id=\"T_7a95e_row3_col9\" class=\"data row3 col9\" >58.14%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_22a00_level0_row4\" class=\"row_heading level0 row4\" >psiblast-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_22a00_row4_col0\" class=\"data row4 col0\" >46.06%</td>\n",
-       "      <td id=\"T_22a00_row4_col1\" class=\"data row4 col1\" >46.06%</td>\n",
-       "      <td id=\"T_22a00_row4_col2\" class=\"data row4 col2\" >46.06%</td>\n",
-       "      <td id=\"T_22a00_row4_col3\" class=\"data row4 col3\" >46.06%</td>\n",
-       "      <td id=\"T_22a00_row4_col4\" class=\"data row4 col4\" >46.06%</td>\n",
-       "      <td id=\"T_22a00_row4_col5\" class=\"data row4 col5\" >46.06%</td>\n",
-       "      <td id=\"T_22a00_row4_col6\" class=\"data row4 col6\" >46.06%</td>\n",
-       "      <td id=\"T_22a00_row4_col7\" class=\"data row4 col7\" >46.06%</td>\n",
-       "      <td id=\"T_22a00_row4_col8\" class=\"data row4 col8\" >46.06%</td>\n",
-       "      <td id=\"T_22a00_row4_col9\" class=\"data row4 col9\" >46.06%</td>\n",
+       "      <th id=\"T_7a95e_level0_row4\" class=\"row_heading level0 row4\" >psiblast-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_7a95e_row4_col0\" class=\"data row4 col0\" >46.06%</td>\n",
+       "      <td id=\"T_7a95e_row4_col1\" class=\"data row4 col1\" >46.06%</td>\n",
+       "      <td id=\"T_7a95e_row4_col2\" class=\"data row4 col2\" >46.06%</td>\n",
+       "      <td id=\"T_7a95e_row4_col3\" class=\"data row4 col3\" >46.06%</td>\n",
+       "      <td id=\"T_7a95e_row4_col4\" class=\"data row4 col4\" >46.06%</td>\n",
+       "      <td id=\"T_7a95e_row4_col5\" class=\"data row4 col5\" >46.06%</td>\n",
+       "      <td id=\"T_7a95e_row4_col6\" class=\"data row4 col6\" >46.06%</td>\n",
+       "      <td id=\"T_7a95e_row4_col7\" class=\"data row4 col7\" >46.06%</td>\n",
+       "      <td id=\"T_7a95e_row4_col8\" class=\"data row4 col8\" >46.06%</td>\n",
+       "      <td id=\"T_7a95e_row4_col9\" class=\"data row4 col9\" >46.06%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_22a00_level0_row5\" class=\"row_heading level0 row5\" >saprot_relaxed_r3-mlp-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_22a00_row5_col0\" class=\"data row5 col0\" >63.09%</td>\n",
-       "      <td id=\"T_22a00_row5_col1\" class=\"data row5 col1\" >62.60%</td>\n",
-       "      <td id=\"T_22a00_row5_col2\" class=\"data row5 col2\" >61.09%</td>\n",
-       "      <td id=\"T_22a00_row5_col3\" class=\"data row5 col3\" >60.23%</td>\n",
-       "      <td id=\"T_22a00_row5_col4\" class=\"data row5 col4\" >59.30%</td>\n",
-       "      <td id=\"T_22a00_row5_col5\" class=\"data row5 col5\" >58.52%</td>\n",
-       "      <td id=\"T_22a00_row5_col6\" class=\"data row5 col6\" >57.69%</td>\n",
-       "      <td id=\"T_22a00_row5_col7\" class=\"data row5 col7\" >56.35%</td>\n",
-       "      <td id=\"T_22a00_row5_col8\" class=\"data row5 col8\" >55.00%</td>\n",
-       "      <td id=\"T_22a00_row5_col9\" class=\"data row5 col9\" >51.95%</td>\n",
+       "      <th id=\"T_7a95e_level0_row5\" class=\"row_heading level0 row5\" >saprot_relaxed_r3-mlp-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_7a95e_row5_col0\" class=\"data row5 col0\" >63.09%</td>\n",
+       "      <td id=\"T_7a95e_row5_col1\" class=\"data row5 col1\" >62.60%</td>\n",
+       "      <td id=\"T_7a95e_row5_col2\" class=\"data row5 col2\" >61.09%</td>\n",
+       "      <td id=\"T_7a95e_row5_col3\" class=\"data row5 col3\" >60.23%</td>\n",
+       "      <td id=\"T_7a95e_row5_col4\" class=\"data row5 col4\" >59.30%</td>\n",
+       "      <td id=\"T_7a95e_row5_col5\" class=\"data row5 col5\" >58.52%</td>\n",
+       "      <td id=\"T_7a95e_row5_col6\" class=\"data row5 col6\" >57.69%</td>\n",
+       "      <td id=\"T_7a95e_row5_col7\" class=\"data row5 col7\" >56.35%</td>\n",
+       "      <td id=\"T_7a95e_row5_col8\" class=\"data row5 col8\" >55.00%</td>\n",
+       "      <td id=\"T_7a95e_row5_col9\" class=\"data row5 col9\" >51.95%</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n"
       ],
       "text/plain": [
-       "<pandas.io.formats.style.Styler at 0x18166a56b70>"
+       "<pandas.io.formats.style.Styler at 0x1be4c2c0260>"
       ]
      },
      "execution_count": 22,
@@ -445,110 +445,110 @@
      "data": {
       "text/html": [
        "<style type=\"text/css\">\n",
-       "#T_15845_row0_col1, #T_15845_row0_col2, #T_15845_row0_col3, #T_15845_row0_col4, #T_15845_row0_col5, #T_15845_row1_col6, #T_15845_row1_col7, #T_15845_row1_col8, #T_15845_row5_col0, #T_15845_row5_col9 {\n",
+       "#T_8fd80_row0_col1, #T_8fd80_row0_col2, #T_8fd80_row0_col3, #T_8fd80_row0_col4, #T_8fd80_row0_col5, #T_8fd80_row1_col6, #T_8fd80_row1_col7, #T_8fd80_row1_col8, #T_8fd80_row5_col0, #T_8fd80_row5_col9 {\n",
        "  background-color: lightgreen;\n",
        "}\n",
        "</style>\n",
-       "<table id=\"T_15845\">\n",
+       "<table id=\"T_8fd80\">\n",
        "  <thead>\n",
        "    <tr>\n",
        "      <th class=\"blank level0\" >&nbsp;</th>\n",
-       "      <th id=\"T_15845_level0_col0\" class=\"col_heading level0 col0\" >0%</th>\n",
-       "      <th id=\"T_15845_level0_col1\" class=\"col_heading level0 col1\" >10%</th>\n",
-       "      <th id=\"T_15845_level0_col2\" class=\"col_heading level0 col2\" >20%</th>\n",
-       "      <th id=\"T_15845_level0_col3\" class=\"col_heading level0 col3\" >30%</th>\n",
-       "      <th id=\"T_15845_level0_col4\" class=\"col_heading level0 col4\" >40%</th>\n",
-       "      <th id=\"T_15845_level0_col5\" class=\"col_heading level0 col5\" >50%</th>\n",
-       "      <th id=\"T_15845_level0_col6\" class=\"col_heading level0 col6\" >60%</th>\n",
-       "      <th id=\"T_15845_level0_col7\" class=\"col_heading level0 col7\" >70%</th>\n",
-       "      <th id=\"T_15845_level0_col8\" class=\"col_heading level0 col8\" >80%</th>\n",
-       "      <th id=\"T_15845_level0_col9\" class=\"col_heading level0 col9\" >90%</th>\n",
+       "      <th id=\"T_8fd80_level0_col0\" class=\"col_heading level0 col0\" >0%</th>\n",
+       "      <th id=\"T_8fd80_level0_col1\" class=\"col_heading level0 col1\" >10%</th>\n",
+       "      <th id=\"T_8fd80_level0_col2\" class=\"col_heading level0 col2\" >20%</th>\n",
+       "      <th id=\"T_8fd80_level0_col3\" class=\"col_heading level0 col3\" >30%</th>\n",
+       "      <th id=\"T_8fd80_level0_col4\" class=\"col_heading level0 col4\" >40%</th>\n",
+       "      <th id=\"T_8fd80_level0_col5\" class=\"col_heading level0 col5\" >50%</th>\n",
+       "      <th id=\"T_8fd80_level0_col6\" class=\"col_heading level0 col6\" >60%</th>\n",
+       "      <th id=\"T_8fd80_level0_col7\" class=\"col_heading level0 col7\" >70%</th>\n",
+       "      <th id=\"T_8fd80_level0_col8\" class=\"col_heading level0 col8\" >80%</th>\n",
+       "      <th id=\"T_8fd80_level0_col9\" class=\"col_heading level0 col9\" >90%</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th id=\"T_15845_level0_row0\" class=\"row_heading level0 row0\" >boeckaerts-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_15845_row0_col0\" class=\"data row0 col0\" >52.07%</td>\n",
-       "      <td id=\"T_15845_row0_col1\" class=\"data row0 col1\" >63.82%</td>\n",
-       "      <td id=\"T_15845_row0_col2\" class=\"data row0 col2\" >79.03%</td>\n",
-       "      <td id=\"T_15845_row0_col3\" class=\"data row0 col3\" >85.65%</td>\n",
-       "      <td id=\"T_15845_row0_col4\" class=\"data row0 col4\" >89.71%</td>\n",
-       "      <td id=\"T_15845_row0_col5\" class=\"data row0 col5\" >89.68%</td>\n",
-       "      <td id=\"T_15845_row0_col6\" class=\"data row0 col6\" >69.14%</td>\n",
-       "      <td id=\"T_15845_row0_col7\" class=\"data row0 col7\" >70.45%</td>\n",
-       "      <td id=\"T_15845_row0_col8\" class=\"data row0 col8\" >56.88%</td>\n",
-       "      <td id=\"T_15845_row0_col9\" class=\"data row0 col9\" >42.86%</td>\n",
+       "      <th id=\"T_8fd80_level0_row0\" class=\"row_heading level0 row0\" >boeckaerts-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_8fd80_row0_col0\" class=\"data row0 col0\" >52.07%</td>\n",
+       "      <td id=\"T_8fd80_row0_col1\" class=\"data row0 col1\" >63.82%</td>\n",
+       "      <td id=\"T_8fd80_row0_col2\" class=\"data row0 col2\" >79.03%</td>\n",
+       "      <td id=\"T_8fd80_row0_col3\" class=\"data row0 col3\" >85.65%</td>\n",
+       "      <td id=\"T_8fd80_row0_col4\" class=\"data row0 col4\" >89.71%</td>\n",
+       "      <td id=\"T_8fd80_row0_col5\" class=\"data row0 col5\" >89.68%</td>\n",
+       "      <td id=\"T_8fd80_row0_col6\" class=\"data row0 col6\" >69.14%</td>\n",
+       "      <td id=\"T_8fd80_row0_col7\" class=\"data row0 col7\" >70.45%</td>\n",
+       "      <td id=\"T_8fd80_row0_col8\" class=\"data row0 col8\" >56.88%</td>\n",
+       "      <td id=\"T_8fd80_row0_col9\" class=\"data row0 col9\" >42.86%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_15845_level0_row1\" class=\"row_heading level0 row1\" >phiembed-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_15845_row1_col0\" class=\"data row1 col0\" >43.18%</td>\n",
-       "      <td id=\"T_15845_row1_col1\" class=\"data row1 col1\" >53.66%</td>\n",
-       "      <td id=\"T_15845_row1_col2\" class=\"data row1 col2\" >64.31%</td>\n",
-       "      <td id=\"T_15845_row1_col3\" class=\"data row1 col3\" >72.68%</td>\n",
-       "      <td id=\"T_15845_row1_col4\" class=\"data row1 col4\" >79.75%</td>\n",
-       "      <td id=\"T_15845_row1_col5\" class=\"data row1 col5\" >83.93%</td>\n",
-       "      <td id=\"T_15845_row1_col6\" class=\"data row1 col6\" >98.56%</td>\n",
-       "      <td id=\"T_15845_row1_col7\" class=\"data row1 col7\" >85.71%</td>\n",
-       "      <td id=\"T_15845_row1_col8\" class=\"data row1 col8\" >71.43%</td>\n",
-       "      <td id=\"T_15845_row1_col9\" class=\"data row1 col9\" >42.86%</td>\n",
+       "      <th id=\"T_8fd80_level0_row1\" class=\"row_heading level0 row1\" >phiembed-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_8fd80_row1_col0\" class=\"data row1 col0\" >43.18%</td>\n",
+       "      <td id=\"T_8fd80_row1_col1\" class=\"data row1 col1\" >53.66%</td>\n",
+       "      <td id=\"T_8fd80_row1_col2\" class=\"data row1 col2\" >64.31%</td>\n",
+       "      <td id=\"T_8fd80_row1_col3\" class=\"data row1 col3\" >72.68%</td>\n",
+       "      <td id=\"T_8fd80_row1_col4\" class=\"data row1 col4\" >79.75%</td>\n",
+       "      <td id=\"T_8fd80_row1_col5\" class=\"data row1 col5\" >83.93%</td>\n",
+       "      <td id=\"T_8fd80_row1_col6\" class=\"data row1 col6\" >98.56%</td>\n",
+       "      <td id=\"T_8fd80_row1_col7\" class=\"data row1 col7\" >85.71%</td>\n",
+       "      <td id=\"T_8fd80_row1_col8\" class=\"data row1 col8\" >71.43%</td>\n",
+       "      <td id=\"T_8fd80_row1_col9\" class=\"data row1 col9\" >42.86%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_15845_level0_row2\" class=\"row_heading level0 row2\" >badam-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_15845_row2_col0\" class=\"data row2 col0\" >46.83%</td>\n",
-       "      <td id=\"T_15845_row2_col1\" class=\"data row2 col1\" >47.26%</td>\n",
-       "      <td id=\"T_15845_row2_col2\" class=\"data row2 col2\" >47.82%</td>\n",
-       "      <td id=\"T_15845_row2_col3\" class=\"data row2 col3\" >48.60%</td>\n",
-       "      <td id=\"T_15845_row2_col4\" class=\"data row2 col4\" >49.08%</td>\n",
-       "      <td id=\"T_15845_row2_col5\" class=\"data row2 col5\" >50.25%</td>\n",
-       "      <td id=\"T_15845_row2_col6\" class=\"data row2 col6\" >51.62%</td>\n",
-       "      <td id=\"T_15845_row2_col7\" class=\"data row2 col7\" >52.62%</td>\n",
-       "      <td id=\"T_15845_row2_col8\" class=\"data row2 col8\" >54.78%</td>\n",
-       "      <td id=\"T_15845_row2_col9\" class=\"data row2 col9\" >58.35%</td>\n",
+       "      <th id=\"T_8fd80_level0_row2\" class=\"row_heading level0 row2\" >badam-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_8fd80_row2_col0\" class=\"data row2 col0\" >46.83%</td>\n",
+       "      <td id=\"T_8fd80_row2_col1\" class=\"data row2 col1\" >47.26%</td>\n",
+       "      <td id=\"T_8fd80_row2_col2\" class=\"data row2 col2\" >47.82%</td>\n",
+       "      <td id=\"T_8fd80_row2_col3\" class=\"data row2 col3\" >48.60%</td>\n",
+       "      <td id=\"T_8fd80_row2_col4\" class=\"data row2 col4\" >49.08%</td>\n",
+       "      <td id=\"T_8fd80_row2_col5\" class=\"data row2 col5\" >50.25%</td>\n",
+       "      <td id=\"T_8fd80_row2_col6\" class=\"data row2 col6\" >51.62%</td>\n",
+       "      <td id=\"T_8fd80_row2_col7\" class=\"data row2 col7\" >52.62%</td>\n",
+       "      <td id=\"T_8fd80_row2_col8\" class=\"data row2 col8\" >54.78%</td>\n",
+       "      <td id=\"T_8fd80_row2_col9\" class=\"data row2 col9\" >58.35%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_15845_level0_row3\" class=\"row_heading level0 row3\" >blast-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_15845_row3_col0\" class=\"data row3 col0\" >52.97%</td>\n",
-       "      <td id=\"T_15845_row3_col1\" class=\"data row3 col1\" >52.97%</td>\n",
-       "      <td id=\"T_15845_row3_col2\" class=\"data row3 col2\" >52.97%</td>\n",
-       "      <td id=\"T_15845_row3_col3\" class=\"data row3 col3\" >52.97%</td>\n",
-       "      <td id=\"T_15845_row3_col4\" class=\"data row3 col4\" >52.97%</td>\n",
-       "      <td id=\"T_15845_row3_col5\" class=\"data row3 col5\" >52.97%</td>\n",
-       "      <td id=\"T_15845_row3_col6\" class=\"data row3 col6\" >52.97%</td>\n",
-       "      <td id=\"T_15845_row3_col7\" class=\"data row3 col7\" >52.97%</td>\n",
-       "      <td id=\"T_15845_row3_col8\" class=\"data row3 col8\" >52.97%</td>\n",
-       "      <td id=\"T_15845_row3_col9\" class=\"data row3 col9\" >52.97%</td>\n",
+       "      <th id=\"T_8fd80_level0_row3\" class=\"row_heading level0 row3\" >blast-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_8fd80_row3_col0\" class=\"data row3 col0\" >52.97%</td>\n",
+       "      <td id=\"T_8fd80_row3_col1\" class=\"data row3 col1\" >52.97%</td>\n",
+       "      <td id=\"T_8fd80_row3_col2\" class=\"data row3 col2\" >52.97%</td>\n",
+       "      <td id=\"T_8fd80_row3_col3\" class=\"data row3 col3\" >52.97%</td>\n",
+       "      <td id=\"T_8fd80_row3_col4\" class=\"data row3 col4\" >52.97%</td>\n",
+       "      <td id=\"T_8fd80_row3_col5\" class=\"data row3 col5\" >52.97%</td>\n",
+       "      <td id=\"T_8fd80_row3_col6\" class=\"data row3 col6\" >52.97%</td>\n",
+       "      <td id=\"T_8fd80_row3_col7\" class=\"data row3 col7\" >52.97%</td>\n",
+       "      <td id=\"T_8fd80_row3_col8\" class=\"data row3 col8\" >52.97%</td>\n",
+       "      <td id=\"T_8fd80_row3_col9\" class=\"data row3 col9\" >52.97%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_15845_level0_row4\" class=\"row_heading level0 row4\" >psiblast-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_15845_row4_col0\" class=\"data row4 col0\" >43.96%</td>\n",
-       "      <td id=\"T_15845_row4_col1\" class=\"data row4 col1\" >43.96%</td>\n",
-       "      <td id=\"T_15845_row4_col2\" class=\"data row4 col2\" >43.96%</td>\n",
-       "      <td id=\"T_15845_row4_col3\" class=\"data row4 col3\" >43.96%</td>\n",
-       "      <td id=\"T_15845_row4_col4\" class=\"data row4 col4\" >43.96%</td>\n",
-       "      <td id=\"T_15845_row4_col5\" class=\"data row4 col5\" >43.96%</td>\n",
-       "      <td id=\"T_15845_row4_col6\" class=\"data row4 col6\" >43.96%</td>\n",
-       "      <td id=\"T_15845_row4_col7\" class=\"data row4 col7\" >43.96%</td>\n",
-       "      <td id=\"T_15845_row4_col8\" class=\"data row4 col8\" >43.96%</td>\n",
-       "      <td id=\"T_15845_row4_col9\" class=\"data row4 col9\" >43.96%</td>\n",
+       "      <th id=\"T_8fd80_level0_row4\" class=\"row_heading level0 row4\" >psiblast-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_8fd80_row4_col0\" class=\"data row4 col0\" >43.96%</td>\n",
+       "      <td id=\"T_8fd80_row4_col1\" class=\"data row4 col1\" >43.96%</td>\n",
+       "      <td id=\"T_8fd80_row4_col2\" class=\"data row4 col2\" >43.96%</td>\n",
+       "      <td id=\"T_8fd80_row4_col3\" class=\"data row4 col3\" >43.96%</td>\n",
+       "      <td id=\"T_8fd80_row4_col4\" class=\"data row4 col4\" >43.96%</td>\n",
+       "      <td id=\"T_8fd80_row4_col5\" class=\"data row4 col5\" >43.96%</td>\n",
+       "      <td id=\"T_8fd80_row4_col6\" class=\"data row4 col6\" >43.96%</td>\n",
+       "      <td id=\"T_8fd80_row4_col7\" class=\"data row4 col7\" >43.96%</td>\n",
+       "      <td id=\"T_8fd80_row4_col8\" class=\"data row4 col8\" >43.96%</td>\n",
+       "      <td id=\"T_8fd80_row4_col9\" class=\"data row4 col9\" >43.96%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_15845_level0_row5\" class=\"row_heading level0 row5\" >saprot_relaxed_r3-mlp-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_15845_row5_col0\" class=\"data row5 col0\" >56.62%</td>\n",
-       "      <td id=\"T_15845_row5_col1\" class=\"data row5 col1\" >57.98%</td>\n",
-       "      <td id=\"T_15845_row5_col2\" class=\"data row5 col2\" >58.31%</td>\n",
-       "      <td id=\"T_15845_row5_col3\" class=\"data row5 col3\" >59.13%</td>\n",
-       "      <td id=\"T_15845_row5_col4\" class=\"data row5 col4\" >59.90%</td>\n",
-       "      <td id=\"T_15845_row5_col5\" class=\"data row5 col5\" >61.45%</td>\n",
-       "      <td id=\"T_15845_row5_col6\" class=\"data row5 col6\" >62.79%</td>\n",
-       "      <td id=\"T_15845_row5_col7\" class=\"data row5 col7\" >65.12%</td>\n",
-       "      <td id=\"T_15845_row5_col8\" class=\"data row5 col8\" >67.50%</td>\n",
-       "      <td id=\"T_15845_row5_col9\" class=\"data row5 col9\" >69.43%</td>\n",
+       "      <th id=\"T_8fd80_level0_row5\" class=\"row_heading level0 row5\" >saprot_relaxed_r3-mlp-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_8fd80_row5_col0\" class=\"data row5 col0\" >56.62%</td>\n",
+       "      <td id=\"T_8fd80_row5_col1\" class=\"data row5 col1\" >57.98%</td>\n",
+       "      <td id=\"T_8fd80_row5_col2\" class=\"data row5 col2\" >58.31%</td>\n",
+       "      <td id=\"T_8fd80_row5_col3\" class=\"data row5 col3\" >59.13%</td>\n",
+       "      <td id=\"T_8fd80_row5_col4\" class=\"data row5 col4\" >59.90%</td>\n",
+       "      <td id=\"T_8fd80_row5_col5\" class=\"data row5 col5\" >61.45%</td>\n",
+       "      <td id=\"T_8fd80_row5_col6\" class=\"data row5 col6\" >62.79%</td>\n",
+       "      <td id=\"T_8fd80_row5_col7\" class=\"data row5 col7\" >65.12%</td>\n",
+       "      <td id=\"T_8fd80_row5_col8\" class=\"data row5 col8\" >67.50%</td>\n",
+       "      <td id=\"T_8fd80_row5_col9\" class=\"data row5 col9\" >69.43%</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n"
       ],
       "text/plain": [
-       "<pandas.io.formats.style.Styler at 0x18167bdf020>"
+       "<pandas.io.formats.style.Styler at 0x1be4d387d70>"
       ]
      },
      "execution_count": 23,
@@ -590,110 +590,110 @@
      "data": {
       "text/html": [
        "<style type=\"text/css\">\n",
-       "#T_29bed_row1_col6, #T_29bed_row5_col0, #T_29bed_row5_col1, #T_29bed_row5_col2, #T_29bed_row5_col3, #T_29bed_row5_col4, #T_29bed_row5_col5, #T_29bed_row5_col7, #T_29bed_row5_col8, #T_29bed_row5_col9 {\n",
+       "#T_afeee_row1_col6, #T_afeee_row5_col0, #T_afeee_row5_col1, #T_afeee_row5_col2, #T_afeee_row5_col3, #T_afeee_row5_col4, #T_afeee_row5_col5, #T_afeee_row5_col7, #T_afeee_row5_col8, #T_afeee_row5_col9 {\n",
        "  background-color: lightgreen;\n",
        "}\n",
        "</style>\n",
-       "<table id=\"T_29bed\">\n",
+       "<table id=\"T_afeee\">\n",
        "  <thead>\n",
        "    <tr>\n",
        "      <th class=\"blank level0\" >&nbsp;</th>\n",
-       "      <th id=\"T_29bed_level0_col0\" class=\"col_heading level0 col0\" >0%</th>\n",
-       "      <th id=\"T_29bed_level0_col1\" class=\"col_heading level0 col1\" >10%</th>\n",
-       "      <th id=\"T_29bed_level0_col2\" class=\"col_heading level0 col2\" >20%</th>\n",
-       "      <th id=\"T_29bed_level0_col3\" class=\"col_heading level0 col3\" >30%</th>\n",
-       "      <th id=\"T_29bed_level0_col4\" class=\"col_heading level0 col4\" >40%</th>\n",
-       "      <th id=\"T_29bed_level0_col5\" class=\"col_heading level0 col5\" >50%</th>\n",
-       "      <th id=\"T_29bed_level0_col6\" class=\"col_heading level0 col6\" >60%</th>\n",
-       "      <th id=\"T_29bed_level0_col7\" class=\"col_heading level0 col7\" >70%</th>\n",
-       "      <th id=\"T_29bed_level0_col8\" class=\"col_heading level0 col8\" >80%</th>\n",
-       "      <th id=\"T_29bed_level0_col9\" class=\"col_heading level0 col9\" >90%</th>\n",
+       "      <th id=\"T_afeee_level0_col0\" class=\"col_heading level0 col0\" >0%</th>\n",
+       "      <th id=\"T_afeee_level0_col1\" class=\"col_heading level0 col1\" >10%</th>\n",
+       "      <th id=\"T_afeee_level0_col2\" class=\"col_heading level0 col2\" >20%</th>\n",
+       "      <th id=\"T_afeee_level0_col3\" class=\"col_heading level0 col3\" >30%</th>\n",
+       "      <th id=\"T_afeee_level0_col4\" class=\"col_heading level0 col4\" >40%</th>\n",
+       "      <th id=\"T_afeee_level0_col5\" class=\"col_heading level0 col5\" >50%</th>\n",
+       "      <th id=\"T_afeee_level0_col6\" class=\"col_heading level0 col6\" >60%</th>\n",
+       "      <th id=\"T_afeee_level0_col7\" class=\"col_heading level0 col7\" >70%</th>\n",
+       "      <th id=\"T_afeee_level0_col8\" class=\"col_heading level0 col8\" >80%</th>\n",
+       "      <th id=\"T_afeee_level0_col9\" class=\"col_heading level0 col9\" >90%</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th id=\"T_29bed_level0_row0\" class=\"row_heading level0 row0\" >boeckaerts-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_29bed_row0_col0\" class=\"data row0 col0\" >55.55%</td>\n",
-       "      <td id=\"T_29bed_row0_col1\" class=\"data row0 col1\" >52.63%</td>\n",
-       "      <td id=\"T_29bed_row0_col2\" class=\"data row0 col2\" >45.49%</td>\n",
-       "      <td id=\"T_29bed_row0_col3\" class=\"data row0 col3\" >40.69%</td>\n",
-       "      <td id=\"T_29bed_row0_col4\" class=\"data row0 col4\" >33.29%</td>\n",
-       "      <td id=\"T_29bed_row0_col5\" class=\"data row0 col5\" >28.17%</td>\n",
-       "      <td id=\"T_29bed_row0_col6\" class=\"data row0 col6\" >22.70%</td>\n",
-       "      <td id=\"T_29bed_row0_col7\" class=\"data row0 col7\" >19.77%</td>\n",
-       "      <td id=\"T_29bed_row0_col8\" class=\"data row0 col8\" >11.02%</td>\n",
-       "      <td id=\"T_29bed_row0_col9\" class=\"data row0 col9\" >4.65%</td>\n",
+       "      <th id=\"T_afeee_level0_row0\" class=\"row_heading level0 row0\" >boeckaerts-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_afeee_row0_col0\" class=\"data row0 col0\" >55.55%</td>\n",
+       "      <td id=\"T_afeee_row0_col1\" class=\"data row0 col1\" >52.63%</td>\n",
+       "      <td id=\"T_afeee_row0_col2\" class=\"data row0 col2\" >45.49%</td>\n",
+       "      <td id=\"T_afeee_row0_col3\" class=\"data row0 col3\" >40.69%</td>\n",
+       "      <td id=\"T_afeee_row0_col4\" class=\"data row0 col4\" >33.29%</td>\n",
+       "      <td id=\"T_afeee_row0_col5\" class=\"data row0 col5\" >28.17%</td>\n",
+       "      <td id=\"T_afeee_row0_col6\" class=\"data row0 col6\" >22.70%</td>\n",
+       "      <td id=\"T_afeee_row0_col7\" class=\"data row0 col7\" >19.77%</td>\n",
+       "      <td id=\"T_afeee_row0_col8\" class=\"data row0 col8\" >11.02%</td>\n",
+       "      <td id=\"T_afeee_row0_col9\" class=\"data row0 col9\" >4.65%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_29bed_level0_row1\" class=\"row_heading level0 row1\" >phiembed-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_29bed_row1_col0\" class=\"data row1 col0\" >43.60%</td>\n",
-       "      <td id=\"T_29bed_row1_col1\" class=\"data row1 col1\" >42.91%</td>\n",
-       "      <td id=\"T_29bed_row1_col2\" class=\"data row1 col2\" >39.27%</td>\n",
-       "      <td id=\"T_29bed_row1_col3\" class=\"data row1 col3\" >31.87%</td>\n",
-       "      <td id=\"T_29bed_row1_col4\" class=\"data row1 col4\" >23.20%</td>\n",
-       "      <td id=\"T_29bed_row1_col5\" class=\"data row1 col5\" >15.46%</td>\n",
-       "      <td id=\"T_29bed_row1_col6\" class=\"data row1 col6\" >9.90%</td>\n",
-       "      <td id=\"T_29bed_row1_col7\" class=\"data row1 col7\" >4.78%</td>\n",
-       "      <td id=\"T_29bed_row1_col8\" class=\"data row1 col8\" >3.23%</td>\n",
-       "      <td id=\"T_29bed_row1_col9\" class=\"data row1 col9\" >2.33%</td>\n",
+       "      <th id=\"T_afeee_level0_row1\" class=\"row_heading level0 row1\" >phiembed-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_afeee_row1_col0\" class=\"data row1 col0\" >43.60%</td>\n",
+       "      <td id=\"T_afeee_row1_col1\" class=\"data row1 col1\" >42.91%</td>\n",
+       "      <td id=\"T_afeee_row1_col2\" class=\"data row1 col2\" >39.27%</td>\n",
+       "      <td id=\"T_afeee_row1_col3\" class=\"data row1 col3\" >31.87%</td>\n",
+       "      <td id=\"T_afeee_row1_col4\" class=\"data row1 col4\" >23.20%</td>\n",
+       "      <td id=\"T_afeee_row1_col5\" class=\"data row1 col5\" >15.46%</td>\n",
+       "      <td id=\"T_afeee_row1_col6\" class=\"data row1 col6\" >9.90%</td>\n",
+       "      <td id=\"T_afeee_row1_col7\" class=\"data row1 col7\" >4.78%</td>\n",
+       "      <td id=\"T_afeee_row1_col8\" class=\"data row1 col8\" >3.23%</td>\n",
+       "      <td id=\"T_afeee_row1_col9\" class=\"data row1 col9\" >2.33%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_29bed_level0_row2\" class=\"row_heading level0 row2\" >badam-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_29bed_row2_col0\" class=\"data row2 col0\" >48.12%</td>\n",
-       "      <td id=\"T_29bed_row2_col1\" class=\"data row2 col1\" >47.93%</td>\n",
-       "      <td id=\"T_29bed_row2_col2\" class=\"data row2 col2\" >47.78%</td>\n",
-       "      <td id=\"T_29bed_row2_col3\" class=\"data row2 col3\" >47.96%</td>\n",
-       "      <td id=\"T_29bed_row2_col4\" class=\"data row2 col4\" >47.86%</td>\n",
-       "      <td id=\"T_29bed_row2_col5\" class=\"data row2 col5\" >48.18%</td>\n",
-       "      <td id=\"T_29bed_row2_col6\" class=\"data row2 col6\" >48.61%</td>\n",
-       "      <td id=\"T_29bed_row2_col7\" class=\"data row2 col7\" >48.68%</td>\n",
-       "      <td id=\"T_29bed_row2_col8\" class=\"data row2 col8\" >49.03%</td>\n",
-       "      <td id=\"T_29bed_row2_col9\" class=\"data row2 col9\" >49.46%</td>\n",
+       "      <th id=\"T_afeee_level0_row2\" class=\"row_heading level0 row2\" >badam-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_afeee_row2_col0\" class=\"data row2 col0\" >48.12%</td>\n",
+       "      <td id=\"T_afeee_row2_col1\" class=\"data row2 col1\" >47.93%</td>\n",
+       "      <td id=\"T_afeee_row2_col2\" class=\"data row2 col2\" >47.78%</td>\n",
+       "      <td id=\"T_afeee_row2_col3\" class=\"data row2 col3\" >47.96%</td>\n",
+       "      <td id=\"T_afeee_row2_col4\" class=\"data row2 col4\" >47.86%</td>\n",
+       "      <td id=\"T_afeee_row2_col5\" class=\"data row2 col5\" >48.18%</td>\n",
+       "      <td id=\"T_afeee_row2_col6\" class=\"data row2 col6\" >48.61%</td>\n",
+       "      <td id=\"T_afeee_row2_col7\" class=\"data row2 col7\" >48.68%</td>\n",
+       "      <td id=\"T_afeee_row2_col8\" class=\"data row2 col8\" >49.03%</td>\n",
+       "      <td id=\"T_afeee_row2_col9\" class=\"data row2 col9\" >49.46%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_29bed_level0_row3\" class=\"row_heading level0 row3\" >blast-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_29bed_row3_col0\" class=\"data row3 col0\" >51.35%</td>\n",
-       "      <td id=\"T_29bed_row3_col1\" class=\"data row3 col1\" >51.35%</td>\n",
-       "      <td id=\"T_29bed_row3_col2\" class=\"data row3 col2\" >51.35%</td>\n",
-       "      <td id=\"T_29bed_row3_col3\" class=\"data row3 col3\" >51.35%</td>\n",
-       "      <td id=\"T_29bed_row3_col4\" class=\"data row3 col4\" >51.35%</td>\n",
-       "      <td id=\"T_29bed_row3_col5\" class=\"data row3 col5\" >51.35%</td>\n",
-       "      <td id=\"T_29bed_row3_col6\" class=\"data row3 col6\" >51.35%</td>\n",
-       "      <td id=\"T_29bed_row3_col7\" class=\"data row3 col7\" >51.35%</td>\n",
-       "      <td id=\"T_29bed_row3_col8\" class=\"data row3 col8\" >51.35%</td>\n",
-       "      <td id=\"T_29bed_row3_col9\" class=\"data row3 col9\" >51.35%</td>\n",
+       "      <th id=\"T_afeee_level0_row3\" class=\"row_heading level0 row3\" >blast-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_afeee_row3_col0\" class=\"data row3 col0\" >51.35%</td>\n",
+       "      <td id=\"T_afeee_row3_col1\" class=\"data row3 col1\" >51.35%</td>\n",
+       "      <td id=\"T_afeee_row3_col2\" class=\"data row3 col2\" >51.35%</td>\n",
+       "      <td id=\"T_afeee_row3_col3\" class=\"data row3 col3\" >51.35%</td>\n",
+       "      <td id=\"T_afeee_row3_col4\" class=\"data row3 col4\" >51.35%</td>\n",
+       "      <td id=\"T_afeee_row3_col5\" class=\"data row3 col5\" >51.35%</td>\n",
+       "      <td id=\"T_afeee_row3_col6\" class=\"data row3 col6\" >51.35%</td>\n",
+       "      <td id=\"T_afeee_row3_col7\" class=\"data row3 col7\" >51.35%</td>\n",
+       "      <td id=\"T_afeee_row3_col8\" class=\"data row3 col8\" >51.35%</td>\n",
+       "      <td id=\"T_afeee_row3_col9\" class=\"data row3 col9\" >51.35%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_29bed_level0_row4\" class=\"row_heading level0 row4\" >psiblast-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_29bed_row4_col0\" class=\"data row4 col0\" >39.67%</td>\n",
-       "      <td id=\"T_29bed_row4_col1\" class=\"data row4 col1\" >39.67%</td>\n",
-       "      <td id=\"T_29bed_row4_col2\" class=\"data row4 col2\" >39.67%</td>\n",
-       "      <td id=\"T_29bed_row4_col3\" class=\"data row4 col3\" >39.67%</td>\n",
-       "      <td id=\"T_29bed_row4_col4\" class=\"data row4 col4\" >39.67%</td>\n",
-       "      <td id=\"T_29bed_row4_col5\" class=\"data row4 col5\" >39.67%</td>\n",
-       "      <td id=\"T_29bed_row4_col6\" class=\"data row4 col6\" >39.67%</td>\n",
-       "      <td id=\"T_29bed_row4_col7\" class=\"data row4 col7\" >39.67%</td>\n",
-       "      <td id=\"T_29bed_row4_col8\" class=\"data row4 col8\" >39.67%</td>\n",
-       "      <td id=\"T_29bed_row4_col9\" class=\"data row4 col9\" >39.67%</td>\n",
+       "      <th id=\"T_afeee_level0_row4\" class=\"row_heading level0 row4\" >psiblast-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_afeee_row4_col0\" class=\"data row4 col0\" >39.67%</td>\n",
+       "      <td id=\"T_afeee_row4_col1\" class=\"data row4 col1\" >39.67%</td>\n",
+       "      <td id=\"T_afeee_row4_col2\" class=\"data row4 col2\" >39.67%</td>\n",
+       "      <td id=\"T_afeee_row4_col3\" class=\"data row4 col3\" >39.67%</td>\n",
+       "      <td id=\"T_afeee_row4_col4\" class=\"data row4 col4\" >39.67%</td>\n",
+       "      <td id=\"T_afeee_row4_col5\" class=\"data row4 col5\" >39.67%</td>\n",
+       "      <td id=\"T_afeee_row4_col6\" class=\"data row4 col6\" >39.67%</td>\n",
+       "      <td id=\"T_afeee_row4_col7\" class=\"data row4 col7\" >39.67%</td>\n",
+       "      <td id=\"T_afeee_row4_col8\" class=\"data row4 col8\" >39.67%</td>\n",
+       "      <td id=\"T_afeee_row4_col9\" class=\"data row4 col9\" >39.67%</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th id=\"T_29bed_level0_row5\" class=\"row_heading level0 row5\" >saprot_relaxed_r3-mlp-eskapee-smotetomek-40</th>\n",
-       "      <td id=\"T_29bed_row5_col0\" class=\"data row5 col0\" >57.15%</td>\n",
-       "      <td id=\"T_29bed_row5_col1\" class=\"data row5 col1\" >57.61%</td>\n",
-       "      <td id=\"T_29bed_row5_col2\" class=\"data row5 col2\" >57.22%</td>\n",
-       "      <td id=\"T_29bed_row5_col3\" class=\"data row5 col3\" >57.09%</td>\n",
-       "      <td id=\"T_29bed_row5_col4\" class=\"data row5 col4\" >57.09%</td>\n",
-       "      <td id=\"T_29bed_row5_col5\" class=\"data row5 col5\" >57.42%</td>\n",
-       "      <td id=\"T_29bed_row5_col6\" class=\"data row5 col6\" >57.48%</td>\n",
-       "      <td id=\"T_29bed_row5_col7\" class=\"data row5 col7\" >57.67%</td>\n",
-       "      <td id=\"T_29bed_row5_col8\" class=\"data row5 col8\" >57.44%</td>\n",
-       "      <td id=\"T_29bed_row5_col9\" class=\"data row5 col9\" >56.27%</td>\n",
+       "      <th id=\"T_afeee_level0_row5\" class=\"row_heading level0 row5\" >saprot_relaxed_r3-mlp-eskapee-smotetomek-40</th>\n",
+       "      <td id=\"T_afeee_row5_col0\" class=\"data row5 col0\" >57.15%</td>\n",
+       "      <td id=\"T_afeee_row5_col1\" class=\"data row5 col1\" >57.61%</td>\n",
+       "      <td id=\"T_afeee_row5_col2\" class=\"data row5 col2\" >57.22%</td>\n",
+       "      <td id=\"T_afeee_row5_col3\" class=\"data row5 col3\" >57.09%</td>\n",
+       "      <td id=\"T_afeee_row5_col4\" class=\"data row5 col4\" >57.09%</td>\n",
+       "      <td id=\"T_afeee_row5_col5\" class=\"data row5 col5\" >57.42%</td>\n",
+       "      <td id=\"T_afeee_row5_col6\" class=\"data row5 col6\" >57.48%</td>\n",
+       "      <td id=\"T_afeee_row5_col7\" class=\"data row5 col7\" >57.67%</td>\n",
+       "      <td id=\"T_afeee_row5_col8\" class=\"data row5 col8\" >57.44%</td>\n",
+       "      <td id=\"T_afeee_row5_col9\" class=\"data row5 col9\" >56.27%</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n"
       ],
       "text/plain": [
-       "<pandas.io.formats.style.Styler at 0x18167bdefc0>"
+       "<pandas.io.formats.style.Styler at 0x1be4d386630>"
       ]
      },
      "execution_count": 24,