diff --git a/scripts/assembly_stats.ipynb b/scripts/assembly_stats.ipynb index 0a77f1f..a6705bc 100644 --- a/scripts/assembly_stats.ipynb +++ b/scripts/assembly_stats.ipynb @@ -3,7 +3,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "15eb706b", + "id": "9fc5bffd", "metadata": {}, "outputs": [], "source": [ @@ -29,7 +29,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "6c31de95", + "id": "4b863ba8", "metadata": {}, "outputs": [], "source": [ @@ -50,7 +50,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "38cc25ae", + "id": "6e7ada39", "metadata": {}, "outputs": [ { @@ -396,7 +396,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "aa4d1fce", + "id": "854c2ba7", "metadata": {}, "outputs": [ { @@ -594,7 +594,7 @@ }, { "cell_type": "markdown", - "id": "ec527fe7", + "id": "63126ae4", "metadata": {}, "source": [ "## Figure 1.A" @@ -603,7 +603,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "e26614eb", + "id": "0d2c0fcd", "metadata": {}, "outputs": [ { @@ -689,7 +689,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "bf65dda2", + "id": "87fe44a4", "metadata": {}, "outputs": [ { @@ -724,7 +724,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "2567c590", + "id": "e2272b0f", "metadata": {}, "outputs": [], "source": [ @@ -733,7 +733,7 @@ }, { "cell_type": "markdown", - "id": "d6814625", + "id": "0a5d2d6e", "metadata": {}, "source": [ "## Figure 1.D" @@ -742,7 +742,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "96060813", + "id": "dbec6857", "metadata": {}, "outputs": [ { @@ -785,7 +785,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "01da92c1", + "id": "75c2ae48", "metadata": {}, "outputs": [], "source": [ @@ -795,7 +795,7 @@ }, { "cell_type": "markdown", - "id": "215a1284", + "id": "8a925677", "metadata": {}, "source": [ "## Figure 1.E" @@ -804,7 +804,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "81f4dc3b", + "id": "569ccee9", "metadata": {}, "outputs": [ { @@ -969,7 +969,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "d64b0c14", + "id": "bb9708fa", "metadata": {}, "outputs": [ { @@ -1062,7 +1062,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "071112f9", + "id": "4a8fe551", "metadata": {}, "outputs": [ { @@ -1105,7 +1105,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "5d4a6fd5", + "id": "8c1b386f", "metadata": {}, "outputs": [], "source": [ @@ -1114,7 +1114,7 @@ }, { "cell_type": "markdown", - "id": "4858037c", + "id": "782f11b4", "metadata": {}, "source": [ "## Supplemental figures 6" @@ -1123,7 +1123,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "05b97a49", + "id": "a842d305", "metadata": {}, "outputs": [ { @@ -1157,55 +1157,55 @@ " <tbody>\n", " <tr>\n", " <th>0</th>\n", - " <td>bin_39</td>\n", - " <td>312737</td>\n", + " <td>TLL38.bin.5</td>\n", + " <td>383914</td>\n", " <td>Hi-C</td>\n", - " <td>HIGH</td>\n", - " <td>SPMP64</td>\n", + " <td>NC</td>\n", + " <td>SPMP38</td>\n", " </tr>\n", " <tr>\n", " <th>1</th>\n", - " <td>bin_37</td>\n", - " <td>2167246</td>\n", + " <td>TLL38.bin.11</td>\n", + " <td>586506</td>\n", " <td>Hi-C</td>\n", " <td>HIGH</td>\n", - " <td>SPMP64</td>\n", + " <td>SPMP38</td>\n", " </tr>\n", " <tr>\n", " <th>2</th>\n", - " <td>bin_24</td>\n", - " <td>207223</td>\n", + " <td>TLL38.bin.12</td>\n", + " <td>1342576</td>\n", " <td>Hi-C</td>\n", " <td>HIGH</td>\n", - " <td>SPMP64</td>\n", + " <td>SPMP38</td>\n", " </tr>\n", " <tr>\n", " <th>3</th>\n", - " <td>bin_36</td>\n", - " <td>496855</td>\n", + " <td>TLL38.bin.13</td>\n", + " <td>628185</td>\n", " <td>Hi-C</td>\n", - " <td>HIGH</td>\n", - " <td>SPMP64</td>\n", + " <td>NC</td>\n", + " <td>SPMP38</td>\n", " </tr>\n", " <tr>\n", " <th>4</th>\n", - " <td>bin_23</td>\n", - " <td>391310</td>\n", + " <td>TLL38.bin.6</td>\n", + " <td>379375</td>\n", " <td>Hi-C</td>\n", - " <td>HIGH</td>\n", - " <td>SPMP64</td>\n", + " <td>NC</td>\n", + " <td>SPMP38</td>\n", " </tr>\n", " </tbody>\n", "</table>\n", "</div>" ], "text/plain": [ - " MAG_ID Contig_N50 assembly MIMAGExtended Sample\n", - "0 bin_39 312737 Hi-C HIGH SPMP64\n", - "1 bin_37 2167246 Hi-C HIGH SPMP64\n", - "2 bin_24 207223 Hi-C HIGH SPMP64\n", - "3 bin_36 496855 Hi-C HIGH SPMP64\n", - "4 bin_23 391310 Hi-C HIGH SPMP64" + " MAG_ID Contig_N50 assembly MIMAGExtended Sample\n", + "0 TLL38.bin.5 383914 Hi-C NC SPMP38\n", + "1 TLL38.bin.11 586506 Hi-C HIGH SPMP38\n", + "2 TLL38.bin.12 1342576 Hi-C HIGH SPMP38\n", + "3 TLL38.bin.13 628185 Hi-C NC SPMP38\n", + "4 TLL38.bin.6 379375 Hi-C NC SPMP38" ] }, "execution_count": 14, @@ -1226,7 +1226,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "b07dae87", + "id": "8f2db77a", "metadata": {}, "outputs": [ { @@ -1307,48 +1307,48 @@ " <td>...</td>\n", " </tr>\n", " <tr>\n", - " <th>1676</th>\n", - " <td>bin_23</td>\n", - " <td>2219261.0</td>\n", + " <th>1885</th>\n", + " <td>TLL21.bin.15</td>\n", + " <td>31903.0</td>\n", " <td>Hi-C</td>\n", - " <td>HIGH</td>\n", - " <td>SPMP42</td>\n", + " <td>MEDIUM</td>\n", + " <td>SPMP21</td>\n", " </tr>\n", " <tr>\n", - " <th>1677</th>\n", - " <td>bin_13</td>\n", - " <td>24205.0</td>\n", + " <th>1886</th>\n", + " <td>TLL21.bin.18</td>\n", + " <td>22443.0</td>\n", " <td>Hi-C</td>\n", " <td>MEDIUM</td>\n", - " <td>SPMP42</td>\n", + " <td>SPMP21</td>\n", " </tr>\n", " <tr>\n", - " <th>1678</th>\n", - " <td>bin_1</td>\n", - " <td>29527.0</td>\n", + " <th>1887</th>\n", + " <td>TLL21.bin.20</td>\n", + " <td>16440.0</td>\n", " <td>Hi-C</td>\n", " <td>MEDIUM</td>\n", - " <td>SPMP42</td>\n", + " <td>SPMP21</td>\n", " </tr>\n", " <tr>\n", - " <th>1679</th>\n", - " <td>bin_25</td>\n", - " <td>18716.0</td>\n", + " <th>1888</th>\n", + " <td>TLL21.bin.14</td>\n", + " <td>23219.0</td>\n", " <td>Hi-C</td>\n", " <td>MEDIUM</td>\n", - " <td>SPMP42</td>\n", + " <td>SPMP21</td>\n", " </tr>\n", " <tr>\n", - " <th>1680</th>\n", - " <td>bin_27</td>\n", - " <td>18648.0</td>\n", + " <th>1889</th>\n", + " <td>TLL21.bin.41</td>\n", + " <td>25502.0</td>\n", " <td>Hi-C</td>\n", " <td>MEDIUM</td>\n", - " <td>SPMP42</td>\n", + " <td>SPMP21</td>\n", " </tr>\n", " </tbody>\n", "</table>\n", - "<p>2473 rows × 5 columns</p>\n", + "<p>2576 rows × 5 columns</p>\n", "</div>" ], "text/plain": [ @@ -1359,13 +1359,13 @@ "3 SPMP01_bin.16 6701.0 Short-read MEDIUM SPMP01\n", "4 SPMP01_bin.17 13399.0 Short-read NC SPMP01\n", "... ... ... ... ... ...\n", - "1676 bin_23 2219261.0 Hi-C HIGH SPMP42\n", - "1677 bin_13 24205.0 Hi-C MEDIUM SPMP42\n", - "1678 bin_1 29527.0 Hi-C MEDIUM SPMP42\n", - "1679 bin_25 18716.0 Hi-C MEDIUM SPMP42\n", - "1680 bin_27 18648.0 Hi-C MEDIUM SPMP42\n", + "1885 TLL21.bin.15 31903.0 Hi-C MEDIUM SPMP21\n", + "1886 TLL21.bin.18 22443.0 Hi-C MEDIUM SPMP21\n", + "1887 TLL21.bin.20 16440.0 Hi-C MEDIUM SPMP21\n", + "1888 TLL21.bin.14 23219.0 Hi-C MEDIUM SPMP21\n", + "1889 TLL21.bin.41 25502.0 Hi-C MEDIUM SPMP21\n", "\n", - "[2473 rows x 5 columns]" + "[2576 rows x 5 columns]" ] }, "execution_count": 15, @@ -1389,12 +1389,12 @@ { "cell_type": "code", "execution_count": 16, - "id": "fea1c81f", + "id": "43e03919", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 288x360 with 1 Axes>" ] @@ -1433,7 +1433,7 @@ { "cell_type": "code", "execution_count": 17, - "id": "56fb2443", + "id": "17c9d21e", "metadata": {}, "outputs": [], "source": [ @@ -1443,7 +1443,7 @@ { "cell_type": "code", "execution_count": 18, - "id": "aa9dcb02", + "id": "870eb24f", "metadata": {}, "outputs": [ { @@ -1512,23 +1512,23 @@ " <tr>\n", " <th>5</th>\n", " <td>Hi-C</td>\n", - " <td>MEDIUM</td>\n", - " <td>408</td>\n", - " <td>0.434043</td>\n", + " <td>HIGH</td>\n", + " <td>425</td>\n", + " <td>0.407478</td>\n", " </tr>\n", " <tr>\n", " <th>6</th>\n", " <td>Hi-C</td>\n", - " <td>HIGH</td>\n", - " <td>287</td>\n", - " <td>0.305319</td>\n", + " <td>MEDIUM</td>\n", + " <td>406</td>\n", + " <td>0.389262</td>\n", " </tr>\n", " <tr>\n", " <th>7</th>\n", " <td>Hi-C</td>\n", " <td>NC</td>\n", - " <td>245</td>\n", - " <td>0.260638</td>\n", + " <td>212</td>\n", + " <td>0.203260</td>\n", " </tr>\n", " </tbody>\n", "</table>\n", @@ -1541,9 +1541,9 @@ "2 Hybrid MEDIUM 585 0.619703\n", "3 Hybrid HIGH 234 0.247881\n", "4 Hybrid NC 125 0.132415\n", - "5 Hi-C MEDIUM 408 0.434043\n", - "6 Hi-C HIGH 287 0.305319\n", - "7 Hi-C NC 245 0.260638" + "5 Hi-C HIGH 425 0.407478\n", + "6 Hi-C MEDIUM 406 0.389262\n", + "7 Hi-C NC 212 0.203260" ] }, "execution_count": 18, @@ -1560,12 +1560,12 @@ { "cell_type": "code", "execution_count": 19, - "id": "a4e2e800", + "id": "2377ac18", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "<Figure size 216x288 with 1 Axes>" ] @@ -1603,7 +1603,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "a0a13cbc", + "id": "bbf7d736", "metadata": {}, "outputs": [ { @@ -1694,7 +1694,7 @@ }, { "cell_type": "markdown", - "id": "2458a321", + "id": "1e1c610b", "metadata": {}, "source": [ "### Supplemental Figure 5.A" @@ -1703,7 +1703,7 @@ { "cell_type": "code", "execution_count": 21, - "id": "eae78349", + "id": "0e5bfb72", "metadata": {}, "outputs": [ { @@ -1877,7 +1877,7 @@ { "cell_type": "code", "execution_count": 22, - "id": "ba0e8bec", + "id": "b10bac5f", "metadata": {}, "outputs": [ { @@ -1922,7 +1922,7 @@ { "cell_type": "code", "execution_count": 23, - "id": "cbffbcec", + "id": "b8da0bcb", "metadata": {}, "outputs": [ { @@ -2095,12 +2095,12 @@ { "cell_type": "code", "execution_count": 24, - "id": "0ada502c", + "id": "de688de2", "metadata": {}, "outputs": [ { "data": { - "image/png": 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bucyHSSWdCnwOeH066Y/AhRFxZdGBWWdNnTqVF8ZvGrMPk07dc/fhF2wg62HSU4B5wBeAZSQ3PQ8FviGJbkwi/xGM7I/ARi7rRupZwAcj4paIGIiIDRHxK5Jufs/qTHhm3S0rgSZFxIP1E9Npma8ymI0VWQn07AjnmY0ZWRcR3iBpRYPpAg4oKB6zSslMoI5FYVZRWQk0AXhFRNxeO1HS2/AT02ZA9jnQfODpBtOfZfgHSc3GhKwEmpY+ELqDiOgjqVZnNuZlJdCuGfN2a3cgZlWUlUC/TXsi3YGkM0jKPZqNeVkXEeYB10j6GNsTphd4CUmH82ZjXtbT2I8Db5X0DmCwM5Dr08d5zIzm+sbu2tcXrL02b1xfyqsgW55JLvbuOrGcqjmbN66Hdj+NbWNLT89O3fF1TP/mAQBeXtbT5HvuPuLf3wlkACMui9IOg2VN5s6dW1oMIzXqEqiswxAo91Akz2GIjdyoSqAyD0Og5EORHIchNnKjKoHKPAyBah+K2Mi4XL1ZDk4gsxycQGY5OIHMcigsgSTtL+kWSX+U9HtJn2+wzDGSBiQtTz/nFxWPWRGKvAq3FfibiFiWVnRYKunmiPhD3XK3RcTsAuMwK0yRNVIfG6y4HRFPk/Rq6hsVNqp05BxI0jSSUif1NVIBjpB0t6QbJL1piPVdI9W6UuEJJGl34GpgXkRsrJu9DHhNRBwMLAB+3mgbrpFq3aroKt0TSJLnhxGxqH5+RGyMiE3p8GJggqSpRcZk1k5FXoUTcCnwx4j41hDLvDJdDkkz0nieLComs3Yr8irckcDHgXskLU+n/QPwanix1OOJwGckbSXpLuuktOyjWSUUlkAR8WuSboCzlrkIuKioGMyK5icRzHJwApnl4AQyy8EJZJaDE8gsByeQWQ5OILMcnEBmOTiBzHJwApnl4AQyy8EJZJaDE8gsByeQWQ5OILMcnEBmOTiBzHJwApnl4AQyy8EJZJaDE8gsByeQWQ5OILMcnEBWulWrVrFq1SrmzZtXdigtcwKZ5TCqytxbeRYtWkR/f3/L661atWqH8Xnz5jF9+vSWt9PT08OcOXNaXi+vsks8StKFku6XtELSoUXFY1aEsks8zgIOTD8zgYvTn1YxI/3v3+i8Z+7cuTmj6ZyySzyeAFwZiTuAKZL2LSoms3Yru8RjD/BIzfgaKlxHtcpXk2xkyi7x2Kj8yU71gVwj1bpVoVfhhivxSNLi7F8zvh/waP1CEXEJcAlAb29vYQW4RnolCdpzNamsK0k2cqWWeASuBU5Jr8YdDgxExGNFxWTWbmWXeFwMHAfcD2wGTi8wnmHl+e9f9atJNjJll3gM4OyiYjArmh/lMcvBCWSWgxPILAcnkFkOTiCzHJxAZjk4gcxycAKZ5eAEMsvBCWSWgxPILAcnkFkOTiCzHJxAbTJ//vzMcWus6vvNCWSWg5JXcqqjt7c3+vr6yg7DxhhJSyOit366WyCzHJxAZjk4gcxycAKZ5eAEMsvBCWSWQ+UuY0taCzxUdhwZpgLryg6igrp9v70mIvapn1i5BOp2kvoa3S+wbFXdbz6EM8vBCWSWgxOo/S4pO4CKquR+8zmQWQ5ugcxycAKZ5eAEqiNpU934aZIuGmadJZKGvQQrqVfShUPMe1DS1Nai7QxJX5L0e0krJC2XNDOdnitmSYdIOq59kWZ+1xWSTmz3dgst8WjbSdolIvqASr3MJOkIYDZwaEQ8lybMS9qw3V2AQ4BekkJrmctGxNa831kEJ1CTJO0BrABeGxF/kjQpHT8wXeTktHWZBHwiIu6SdAHwKmAasE7SJcAXI2K2pL2Bq4B9gLsYphhZifYF1kXEcwARUf+0wFxJxwMTgA9HxEpJewGXAQeQVB48MyJW1O8P4ChgN0lHAV+LiJ8MblTSacD7gV2Biel3LAAOIvm7vSAifpFWgP8+MDFd9bMR8Zu0xOgC4J3AAxS1fyPCn5oPsA1YXvN5GLgonXc58Jfp8JnAN9PhJcB30+GjgXvT4QuApcBu6fgxwHXp8IXA+enw+0mqk08t+/dvsD92T/fD/wD/Aby9Zt6DwNx0+Czge+nwAuDL6fA7geVD7I/TBvdtg+89jaQI9V7p+L8AJ6fDU9J4JgIvA3ZNpx8I9KXDc4CbgfEkSbsBOLHd+8fnQDt7NiIOGfwA59fM+x7b67ieTpJQg64CiIhbgUmSpqTTr42IZxt8z9HAD9J1rgeeattv0EYRsQk4jOQfxlrgJ2nrMGiw+vpSkpYFkpbl++n6vwL2ljQ5nTfU/mjk5ohYnw4fC5yb1ttdQtIyvZqk5fuupHuAnwFvTJc/GrgqIrZFxKPAr5r8zpb4EK4FEXG7pGmS3g6Mj4h7a2fXL57+fCZrk20NsCARsY3kj3ZJ+od6KnBFOvu59Oc2tv89NTpcamZ/1KtdVsCHIuK+2gXSw8LHgYNJLoptafCdhXEL1LorSVqby+umfxQgPZ4fiIiBYbZzK/CxdJ1ZwJ5tjrMtJL1O0oE1kw5h+Kfha3+3Y0jOoTY2WO5pYI8mQ7mR5HxL6Xbfkk6fDDwWES+QVIUfXxPDSZLGS9oXeEeT39MSJ1Drfkjyx35V3fSnJP0G+A5wRhPb+QpwtKRlJIcnD7c1yvbZHVgo6Q+SVpAcIl0wzDoXAL3p8l8nabEauQV4Y3pp/KPDbPOfSA7XVki6Nx2H5LzsVEl3AK9le6t1DfC/wD3AxcB/D7P9EfGjPC1K7yWcEBEfLzsWK5/PgVogaQEwC+jIzT/rfm6BzHLwOZBZDk4gsxycQGY5OIHMcnACmeXw/28IQ10yK8BQAAAAAElFTkSuQmCC\n", + "image/png": 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\n", "text/plain": [ "<Figure size 216x288 with 1 Axes>" ] @@ -2124,15 +2124,16 @@ "graph.sns.boxplot(x='library', y='cdslen', color=cdef)\n", "graph.ax.set_xlabel('')\n", "graph.ax.set_ylabel('CDS length (log10)', size=10)\n", + "graph.add_xticks_ncount('library')\n", "\n", "graph.set_size_inches(3, 4)\n", "graph.tight_layout()\n", - "sc.save('../img/sf5b.svg')" + "graph.save('../img/sf5b.svg')" ] }, { "cell_type": "markdown", - "id": "3cbef304", + "id": "9d6ba42a", "metadata": {}, "source": [ "I will not directly save the dataframe as in because of the size" @@ -2141,7 +2142,7 @@ { "cell_type": "code", "execution_count": 25, - "id": "33058010", + "id": "5944b08b", "metadata": {}, "outputs": [ { @@ -2229,7 +2230,7 @@ }, { "cell_type": "markdown", - "id": "756b6e84", + "id": "044dd60d", "metadata": {}, "source": [ "## Figure 2.B" @@ -2238,7 +2239,7 @@ { "cell_type": "code", "execution_count": 26, - "id": "4ff76420", + "id": "fcd5d413", "metadata": {}, "outputs": [ { @@ -2309,7 +2310,7 @@ { "cell_type": "code", "execution_count": 27, - "id": "8bc146ad", + "id": "1e24c8bc", "metadata": {}, "outputs": [ { @@ -2517,7 +2518,7 @@ { "cell_type": "code", "execution_count": 28, - "id": "539a6cdf", + "id": "eb697bb0", "metadata": {}, "outputs": [ { @@ -2541,7 +2542,7 @@ { "cell_type": "code", "execution_count": 29, - "id": "9f9d3448", + "id": "e8f3e934", "metadata": {}, "outputs": [ { @@ -2608,7 +2609,7 @@ }, { "cell_type": "markdown", - "id": "67a114df", + "id": "e85f2f55", "metadata": {}, "source": [ "## Supplementary figure 10\n", @@ -2621,7 +2622,7 @@ { "cell_type": "code", "execution_count": 30, - "id": "03729fa7", + "id": "3b81e721", "metadata": {}, "outputs": [], "source": [ @@ -2664,7 +2665,7 @@ { "cell_type": "code", "execution_count": 31, - "id": "07d6afbc", + "id": "aa75f216", "metadata": {}, "outputs": [ { @@ -2795,7 +2796,7 @@ { "cell_type": "code", "execution_count": 32, - "id": "80091253", + "id": "c15cec3c", "metadata": {}, "outputs": [ { @@ -2888,7 +2889,7 @@ { "cell_type": "code", "execution_count": 33, - "id": "377f0e94", + "id": "1a62c494", "metadata": {}, "outputs": [ { @@ -3017,7 +3018,7 @@ }, { "cell_type": "markdown", - "id": "295aad3a", + "id": "954a6414", "metadata": {}, "source": [ "For Supplementary Figure 10.B, the tree has been produced independantly and added later" @@ -3026,7 +3027,7 @@ { "cell_type": "code", "execution_count": 34, - "id": "aecf9a0c", + "id": "a607a24c", "metadata": {}, "outputs": [ { @@ -3257,7 +3258,7 @@ { "cell_type": "code", "execution_count": 35, - "id": "f73c8296", + "id": "ceef33af", "metadata": {}, "outputs": [ { @@ -3299,7 +3300,7 @@ { "cell_type": "code", "execution_count": 36, - "id": "76218b65", + "id": "b49ef846", "metadata": {}, "outputs": [ { @@ -3390,7 +3391,7 @@ }, { "cell_type": "markdown", - "id": "4cbcc18c", + "id": "c0830e21", "metadata": {}, "source": [ "The tree linked to this figure has been built with Affinity designer based on results you can find in `htree.ipynb`" @@ -3399,7 +3400,7 @@ { "cell_type": "code", "execution_count": null, - "id": "a63b5398", + "id": "bf0cacb9", "metadata": {}, "outputs": [], "source": [] diff --git a/scripts/bracken_self_combine.ipynb b/scripts/bracken_self_combine.ipynb index 946b359..ca01235 100644 --- a/scripts/bracken_self_combine.ipynb +++ b/scripts/bracken_self_combine.ipynb @@ -2,8 +2,8 @@ "cells": [ { "cell_type": "code", - "execution_count": 44, - "id": "c5001f97", + "execution_count": 1, + "id": "31811c76", "metadata": {}, "outputs": [], "source": [ @@ -28,8 +28,8 @@ }, { "cell_type": "code", - "execution_count": 45, - "id": "66ff452f", + "execution_count": 2, + "id": "802b79c4", "metadata": {}, "outputs": [], "source": [ @@ -49,8 +49,8 @@ }, { "cell_type": "code", - "execution_count": 46, - "id": "c016ffae", + "execution_count": 3, + "id": "45c9ecf9", "metadata": {}, "outputs": [ { @@ -147,7 +147,7 @@ "4 7.27 1856540 1856540 S 2820142 SPMP41_bin.4.fasta SPMP16" ] }, - "execution_count": 46, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -160,7 +160,7 @@ }, { "cell_type": "markdown", - "id": "e956df82", + "id": "65eea64a", "metadata": {}, "source": [ "Don't get confused here, it's normal that the SPMP label in the name is not the same than the sample name\n", @@ -170,8 +170,8 @@ }, { "cell_type": "code", - "execution_count": 47, - "id": "0ebe8e3a", + "execution_count": 4, + "id": "c6201214", "metadata": {}, "outputs": [ { @@ -250,7 +250,7 @@ "4 SPMP01_bin.20.fasta Akkermansia Akkermansia muciniphila 260" ] }, - "execution_count": 47, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -264,8 +264,8 @@ }, { "cell_type": "code", - "execution_count": 48, - "id": "e05fe53e", + "execution_count": 5, + "id": "755d1be9", "metadata": {}, "outputs": [ { @@ -344,7 +344,7 @@ "23 SPMP05 54 F Malay" ] }, - "execution_count": 48, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -361,8 +361,8 @@ }, { "cell_type": "code", - "execution_count": 49, - "id": "2f10fa51", + "execution_count": 6, + "id": "57e5d736", "metadata": {}, "outputs": [ { @@ -626,7 +626,7 @@ "[74429 rows x 13 columns]" ] }, - "execution_count": 49, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -640,7 +640,7 @@ }, { "cell_type": "markdown", - "id": "0ab9cf7f", + "id": "c5e88d43", "metadata": {}, "source": [ "## MaAsLin2\n", @@ -651,9 +651,17 @@ { "cell_type": "code", "execution_count": 7, - "id": "b4688cf1", + "id": "2c209d87", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "mkdir: cannot create directory ‘/tmp/maaslin2’: File exists\n" + ] + } + ], "source": [ "!mkdir /tmp/maaslin2" ] @@ -661,7 +669,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "8e604a70", + "id": "38398960", "metadata": {}, "outputs": [ { @@ -1078,7 +1086,7 @@ }, { "cell_type": "markdown", - "id": "fcaf0cdc", + "id": "e6b38988", "metadata": {}, "source": [ "**MaAsLin2 is run in `maaslin3_run.ipynb`**\n", @@ -1089,7 +1097,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "61f36edc", + "id": "1c450b3e", "metadata": {}, "outputs": [ { @@ -1233,7 +1241,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "fea27a54", + "id": "b999ea4a", "metadata": {}, "outputs": [ { @@ -1268,7 +1276,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "8ae1c9a6", + "id": "2ecf45d6", "metadata": {}, "outputs": [ { @@ -1299,8 +1307,8 @@ }, { "cell_type": "code", - "execution_count": 14, - "id": "e28dcb32", + "execution_count": 12, + "id": "aa80ce0d", "metadata": {}, "outputs": [], "source": [ @@ -1349,8 +1357,8 @@ }, { "cell_type": "code", - "execution_count": 19, - "id": "36f56849", + "execution_count": 13, + "id": "573de365", "metadata": {}, "outputs": [ { @@ -1409,8 +1417,8 @@ }, { "cell_type": "code", - "execution_count": 20, - "id": "ff5c0e36", + "execution_count": 14, + "id": "3fa17de6", "metadata": {}, "outputs": [], "source": [ @@ -1420,7 +1428,7 @@ }, { "cell_type": "markdown", - "id": "85bd7355", + "id": "72ee9a17", "metadata": {}, "source": [ "## Supplementary figure 11.A" @@ -1428,8 +1436,8 @@ }, { "cell_type": "code", - "execution_count": 21, - "id": "6827a3de", + "execution_count": 15, + "id": "1dcd3b81", "metadata": {}, "outputs": [ { @@ -1449,7 +1457,7 @@ "Name: abundance, dtype: float64" ] }, - "execution_count": 21, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -1472,8 +1480,8 @@ }, { "cell_type": "code", - "execution_count": 22, - "id": "49a7147f", + "execution_count": 16, + "id": "63578781", "metadata": {}, "outputs": [ { @@ -1522,8 +1530,8 @@ }, { "cell_type": "code", - "execution_count": 39, - "id": "46301246", + "execution_count": 17, + "id": "8dbcd8ee", "metadata": {}, "outputs": [ { @@ -1664,7 +1672,7 @@ "4 Blautia_A massiliensis " ] }, - "execution_count": 39, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -1680,7 +1688,7 @@ { "cell_type": "code", "execution_count": null, - "id": "382edefe", + "id": "ffce3792", "metadata": {}, "outputs": [], "source": [] diff --git a/scripts/gtdb_improvement.ipynb b/scripts/gtdb_improvement.ipynb index 82030c2..c333734 100644 --- a/scripts/gtdb_improvement.ipynb +++ b/scripts/gtdb_improvement.ipynb @@ -3,7 +3,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "8b9746ff", + "id": "21064974", "metadata": {}, "outputs": [], "source": [ @@ -29,7 +29,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "13cef0a8", + "id": "e47a0dd2", "metadata": {}, "outputs": [], "source": [ @@ -49,7 +49,7 @@ }, { "cell_type": "markdown", - "id": "ce21e2c8", + "id": "2159c584", "metadata": {}, "source": [ "## Load and work with GTDB metadata" @@ -58,7 +58,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "8c5b962a", + "id": "be9d1eeb", "metadata": {}, "outputs": [ { @@ -182,7 +182,7 @@ }, { "cell_type": "markdown", - "id": "a0e7f086", + "id": "332b3c30", "metadata": {}, "source": [ "## Comparison with SPMP genomes based on MASH results" @@ -191,7 +191,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "b2e54220", + "id": "99b89ae2", "metadata": {}, "outputs": [ { @@ -296,7 +296,7 @@ }, { "cell_type": "markdown", - "id": "a939fed5", + "id": "3e4fe0f2", "metadata": {}, "source": [ "## Merge all together" @@ -305,7 +305,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "85a8bad6", + "id": "bcf45f8f", "metadata": {}, "outputs": [ { @@ -413,7 +413,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "8d41b02a", + "id": "c3dc6bf0", "metadata": {}, "outputs": [ { @@ -666,7 +666,7 @@ }, { "cell_type": "markdown", - "id": "8a8d9870", + "id": "b6df7625", "metadata": {}, "source": [ "## Figure 1.F" @@ -675,7 +675,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "ce6c228f", + "id": "9153d210", "metadata": {}, "outputs": [ { @@ -842,7 +842,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "3b66fb7c", + "id": "c534c6b4", "metadata": {}, "outputs": [ { @@ -889,13 +889,13 @@ "\n", "graph.set_size_inches(3, 5)\n", "graph.tight_layout()\n", - "graph.save('../img/f1f.pdf')" + "graph.save('../img/f1f.svg')" ] }, { "cell_type": "code", "execution_count": 9, - "id": "21d9b3b8", + "id": "57dadc34", "metadata": {}, "outputs": [ { @@ -1025,7 +1025,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "275ec2fa", + "id": "32020d8a", "metadata": {}, "outputs": [ { @@ -1054,7 +1054,7 @@ }, { "cell_type": "markdown", - "id": "8107e804", + "id": "c80730e8", "metadata": {}, "source": [ "## Figure 1.G" @@ -1063,7 +1063,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "bdba0aa7", + "id": "ed08ab9f", "metadata": {}, "outputs": [ { @@ -1217,7 +1217,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "534c73cf", + "id": "d3a277d4", "metadata": {}, "outputs": [ { @@ -1329,7 +1329,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "e1147033", + "id": "5a9d8a1a", "metadata": {}, "outputs": [ { @@ -1363,13 +1363,13 @@ "\n", "graph.set_size_inches(3, 5)\n", "graph.tight_layout()\n", - "graph.save('../img/f1g.pdf')" + "graph.save('../img/f1g.svg')" ] }, { "cell_type": "code", "execution_count": 14, - "id": "3015f301", + "id": "c0f3aade", "metadata": {}, "outputs": [ { @@ -1466,7 +1466,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "d4f0f5d7", + "id": "14da8e60", "metadata": {}, "outputs": [ { @@ -1557,7 +1557,7 @@ }, { "cell_type": "markdown", - "id": "611e965c", + "id": "dbdae924", "metadata": {}, "source": [ "### NCBI GTDB origin check\n", @@ -1568,7 +1568,7 @@ { "cell_type": "code", "execution_count": 16, - "id": "1013051e", + "id": "b9425605", "metadata": {}, "outputs": [ { @@ -1736,7 +1736,15 @@ { "cell_type": "code", "execution_count": null, - "id": "350693aa", + "id": "c899fb22", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f95e2c33", "metadata": {}, "outputs": [], "source": [] diff --git a/scripts/kraken_self_single_analysis.ipynb b/scripts/kraken_self_single_analysis.ipynb index 8cdd78b..2d89c17 100644 --- a/scripts/kraken_self_single_analysis.ipynb +++ b/scripts/kraken_self_single_analysis.ipynb @@ -3,7 +3,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "b32943b3", + "id": "06d412da", "metadata": {}, "outputs": [], "source": [ @@ -29,7 +29,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "6109ee12", + "id": "fb4ddd2e", "metadata": {}, "outputs": [], "source": [ @@ -50,7 +50,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "e859bd43", + "id": "0333d0e0", "metadata": {}, "outputs": [ { @@ -174,7 +174,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "0073b2ee", + "id": "d330bc27", "metadata": {}, "outputs": [ { @@ -375,7 +375,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "647f0697", + "id": "cdcd3b6a", "metadata": {}, "outputs": [ { @@ -522,7 +522,7 @@ }, { "cell_type": "markdown", - "id": "6f12e321", + "id": "cde74e9c", "metadata": {}, "source": [ "## Supplemental figure 4" @@ -531,7 +531,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "0712b459", + "id": "34893230", "metadata": {}, "outputs": [ { @@ -569,7 +569,7 @@ " <td>1</td>\n", " <td>1</td>\n", " <td>0.620705</td>\n", - " <td>0.853331</td>\n", + " <td>1.000000</td>\n", " </tr>\n", " <tr>\n", " <th>1</th>\n", @@ -577,7 +577,7 @@ " <td>5</td>\n", " <td>2</td>\n", " <td>1.551763</td>\n", - " <td>0.457602</td>\n", + " <td>0.714933</td>\n", " </tr>\n", " <tr>\n", " <th>2</th>\n", @@ -585,7 +585,7 @@ " <td>33</td>\n", " <td>17</td>\n", " <td>1.204898</td>\n", - " <td>0.319981</td>\n", + " <td>0.563192</td>\n", " </tr>\n", " <tr>\n", " <th>3</th>\n", @@ -593,7 +593,7 @@ " <td>40</td>\n", " <td>30</td>\n", " <td>0.827607</td>\n", - " <td>0.817482</td>\n", + " <td>0.459624</td>\n", " </tr>\n", " <tr>\n", " <th>4</th>\n", @@ -601,7 +601,7 @@ " <td>7</td>\n", " <td>6</td>\n", " <td>0.724156</td>\n", - " <td>0.808412</td>\n", + " <td>0.577650</td>\n", " </tr>\n", " </tbody>\n", "</table>\n", @@ -609,11 +609,11 @@ ], "text/plain": [ " genus_first Hybrid Short-read odd pvalue\n", - "0 51-20 1 1 0.620705 0.853331\n", - "1 AM51-8 5 2 1.551763 0.457602\n", - "2 Acetatifactor 33 17 1.204898 0.319981\n", - "3 Acidaminococcus 40 30 0.827607 0.817482\n", - "4 Acutalibacter 7 6 0.724156 0.808412" + "0 51-20 1 1 0.620705 1.000000\n", + "1 AM51-8 5 2 1.551763 0.714933\n", + "2 Acetatifactor 33 17 1.204898 0.563192\n", + "3 Acidaminococcus 40 30 0.827607 0.459624\n", + "4 Acutalibacter 7 6 0.724156 0.577650" ] }, "execution_count": 6, @@ -638,7 +638,7 @@ " [sh, si]\n", " ])\n", " \n", - " odd, pvalue = fisher_exact(a, 'greater')\n", + " odd, pvalue = fisher_exact(a, 'two-sided')\n", " return pd.Series({'odd': odd, 'pvalue': pvalue})\n", "\n", "sdf = pd.concat((sdf, sdf.apply(apply_fe, axis=1)), axis=1)\n", @@ -648,7 +648,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "96f73328", + "id": "5f0fbc2e", "metadata": {}, "outputs": [ { @@ -698,7 +698,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "166e5d19", + "id": "99d85898", "metadata": {}, "outputs": [ { @@ -727,6 +727,69 @@ " <th>Short-read</th>\n", " <th>odd</th>\n", " <th>pvalue</th>\n", + " <th>pass_mt</th>\n", + " <th>pvalue_mt</th>\n", + " </tr>\n", + " </thead>\n", + " <tbody>\n", + " </tbody>\n", + "</table>\n", + "</div>" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [genus_first, Hybrid, Short-read, odd, pvalue, pass_mt, pvalue_mt]\n", + "Index: []" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from statsmodels.stats.multitest import multipletests\n", + "\n", + "mt = multipletests(sdf['pvalue'], method='bonferroni')\n", + "sdf['pass_mt'] = mt[0]\n", + "sdf['pvalue_mt'] = mt[1]\n", + "sdf[sdf['pass_mt']]" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "272bf622", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<div>\n", + "<style scoped>\n", + " .dataframe tbody tr th:only-of-type {\n", + " vertical-align: middle;\n", + " }\n", + "\n", + " .dataframe tbody tr th {\n", + " vertical-align: top;\n", + " }\n", + "\n", + " .dataframe thead th {\n", + " text-align: right;\n", + " }\n", + "</style>\n", + "<table border=\"1\" class=\"dataframe\">\n", + " <thead>\n", + " <tr style=\"text-align: right;\">\n", + " <th></th>\n", + " <th>genus_first</th>\n", + " <th>Hybrid</th>\n", + " <th>Short-read</th>\n", + " <th>odd</th>\n", + " <th>pvalue</th>\n", + " <th>pass_mt</th>\n", + " <th>pvalue_mt</th>\n", " </tr>\n", " </thead>\n", " <tbody>\n", @@ -736,7 +799,9 @@ " <td>1</td>\n", " <td>1</td>\n", " <td>0.620705</td>\n", - " <td>0.853331</td>\n", + " <td>1.000000</td>\n", + " <td>False</td>\n", + " <td>1.0</td>\n", " </tr>\n", " <tr>\n", " <th>1</th>\n", @@ -744,7 +809,9 @@ " <td>5</td>\n", " <td>2</td>\n", " <td>1.551763</td>\n", - " <td>0.457602</td>\n", + " <td>0.714933</td>\n", + " <td>False</td>\n", + " <td>1.0</td>\n", " </tr>\n", " <tr>\n", " <th>2</th>\n", @@ -752,7 +819,9 @@ " <td>33</td>\n", " <td>17</td>\n", " <td>1.204898</td>\n", - " <td>0.319981</td>\n", + " <td>0.563192</td>\n", + " <td>False</td>\n", + " <td>1.0</td>\n", " </tr>\n", " <tr>\n", " <th>3</th>\n", @@ -760,7 +829,9 @@ " <td>40</td>\n", " <td>30</td>\n", " <td>0.827607</td>\n", - " <td>0.817482</td>\n", + " <td>0.459624</td>\n", + " <td>False</td>\n", + " <td>1.0</td>\n", " </tr>\n", " <tr>\n", " <th>4</th>\n", @@ -768,22 +839,24 @@ " <td>7</td>\n", " <td>6</td>\n", " <td>0.724156</td>\n", - " <td>0.808412</td>\n", + " <td>0.577650</td>\n", + " <td>False</td>\n", + " <td>1.0</td>\n", " </tr>\n", " </tbody>\n", "</table>\n", "</div>" ], "text/plain": [ - " genus_first Hybrid Short-read odd pvalue\n", - "0 51-20 1 1 0.620705 0.853331\n", - "1 AM51-8 5 2 1.551763 0.457602\n", - "2 Acetatifactor 33 17 1.204898 0.319981\n", - "3 Acidaminococcus 40 30 0.827607 0.817482\n", - "4 Acutalibacter 7 6 0.724156 0.808412" + " genus_first Hybrid Short-read odd pvalue pass_mt pvalue_mt\n", + "0 51-20 1 1 0.620705 1.000000 False 1.0\n", + "1 AM51-8 5 2 1.551763 0.714933 False 1.0\n", + "2 Acetatifactor 33 17 1.204898 0.563192 False 1.0\n", + "3 Acidaminococcus 40 30 0.827607 0.459624 False 1.0\n", + "4 Acutalibacter 7 6 0.724156 0.577650 False 1.0" ] }, - "execution_count": 8, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -795,7 +868,7 @@ }, { "cell_type": "markdown", - "id": "b208249c", + "id": "9d14c16e", "metadata": {}, "source": [ "## Figure 1.B" @@ -803,8 +876,8 @@ }, { "cell_type": "code", - "execution_count": 9, - "id": "f6ddc4fe", + "execution_count": 10, + "id": "caaf0bc5", "metadata": {}, "outputs": [ { @@ -889,7 +962,7 @@ "84 Dorea 105 50 55 0.523810" ] }, - "execution_count": 9, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -911,8 +984,8 @@ }, { "cell_type": "code", - "execution_count": 10, - "id": "1648e2c3", + "execution_count": 11, + "id": "0b38fca6", "metadata": {}, "outputs": [ { @@ -985,7 +1058,7 @@ "21 Ruminococcus Total 231" ] }, - "execution_count": 10, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -1008,8 +1081,8 @@ }, { "cell_type": "code", - "execution_count": 11, - "id": "c052ce67", + "execution_count": 12, + "id": "ab5b745c", "metadata": {}, "outputs": [ { @@ -1164,7 +1237,7 @@ "[733 rows x 5 columns]" ] }, - "execution_count": 11, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -1184,8 +1257,8 @@ }, { "cell_type": "code", - "execution_count": 12, - "id": "22f97a8e", + "execution_count": 13, + "id": "d01b9998", "metadata": {}, "outputs": [ { @@ -1245,13 +1318,13 @@ "\n", "sc.set_size_inches(6, 4)\n", "sc.tight_layout()\n", - "graph.save('../img/f1B.pdf')" + "graph.save('../img/f1B.svg')" ] }, { "cell_type": "code", - "execution_count": 13, - "id": "117e87d0", + "execution_count": 14, + "id": "49813a5f", "metadata": {}, "outputs": [ { @@ -1324,7 +1397,7 @@ "21 Ruminococcus Total 231" ] }, - "execution_count": 13, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -1336,8 +1409,8 @@ }, { "cell_type": "code", - "execution_count": 14, - "id": "a3f3c5cb", + "execution_count": 15, + "id": "74eb6b45", "metadata": {}, "outputs": [ { @@ -1429,7 +1502,7 @@ "3610 0.0 " ] }, - "execution_count": 14, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -1439,9 +1512,40 @@ "abu.head()" ] }, + { + "cell_type": "code", + "execution_count": 16, + "id": "9a0d7c19", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Blautia 138\n", + "Faecalibacterium 117\n", + "Bifidobacterium 115\n", + "Ruminococcus 82\n", + "Bacteroides 58\n", + "Dorea 55\n", + "Anaerobutyricum 49\n", + "Phocaeicola 44\n", + "Agathobacter 39\n", + "Clostridium 36\n", + "Name: genus_first, dtype: int64" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "abu['genus_first'].value_counts()" + ] + }, { "cell_type": "markdown", - "id": "640aaa18", + "id": "99ba5fbb", "metadata": {}, "source": [ "## Figure 1.C" @@ -1449,8 +1553,8 @@ }, { "cell_type": "code", - "execution_count": 15, - "id": "29d601e4", + "execution_count": 17, + "id": "83b16643", "metadata": {}, "outputs": [ { @@ -1560,7 +1664,7 @@ "15 Blautia " ] }, - "execution_count": 15, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -1576,8 +1680,8 @@ }, { "cell_type": "code", - "execution_count": 16, - "id": "056a99c0", + "execution_count": 18, + "id": "cb7f8fa0", "metadata": {}, "outputs": [ { @@ -1593,7 +1697,7 @@ " 'Bifidobacterium pseudocatenulatum'}" ] }, - "execution_count": 16, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -1608,8 +1712,8 @@ }, { "cell_type": "code", - "execution_count": 17, - "id": "a26461fb", + "execution_count": 19, + "id": "c68b66d1", "metadata": {}, "outputs": [ { @@ -1707,7 +1811,7 @@ "4 0.92 " ] }, - "execution_count": 17, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -1729,8 +1833,8 @@ }, { "cell_type": "code", - "execution_count": 18, - "id": "aadf2dd3", + "execution_count": 20, + "id": "9683d669", "metadata": {}, "outputs": [ { @@ -1775,13 +1879,13 @@ "graph.ax.set_title(\"Bifidobacterium genomes\")\n", "graph.set_size_inches(4, 4)\n", "graph.tight_layout()\n", - "graph.save('../img/f1C.pdf')" + "graph.save('../img/f1C.svg')" ] }, { "cell_type": "code", - "execution_count": 19, - "id": "debb73d5", + "execution_count": 21, + "id": "3b24a040", "metadata": {}, "outputs": [ { @@ -1879,7 +1983,7 @@ "4 0.92 " ] }, - "execution_count": 19, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -1891,7 +1995,7 @@ }, { "cell_type": "markdown", - "id": "21113847", + "id": "0533584e", "metadata": {}, "source": [ "## Supplementary figure 3" @@ -1899,8 +2003,8 @@ }, { "cell_type": "code", - "execution_count": 20, - "id": "73f491d7", + "execution_count": 22, + "id": "c9ecc307", "metadata": {}, "outputs": [ { @@ -1985,7 +2089,7 @@ "4 SPMP04 Bifidobacterium longum 0.95 1.25 0.92" ] }, - "execution_count": 20, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -2007,8 +2111,8 @@ }, { "cell_type": "code", - "execution_count": 21, - "id": "6c45448f", + "execution_count": 23, + "id": "22032aec", "metadata": {}, "outputs": [ { @@ -2138,7 +2242,7 @@ "max 38.13 9.69 41.79 41.79 40.66 100.00 100.00" ] }, - "execution_count": 21, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -2158,8 +2262,8 @@ }, { "cell_type": "code", - "execution_count": 22, - "id": "2493c7d2", + "execution_count": 24, + "id": "671fdcd6", "metadata": {}, "outputs": [ { @@ -2208,8 +2312,8 @@ }, { "cell_type": "code", - "execution_count": 23, - "id": "9ce05278", + "execution_count": 25, + "id": "750aa849", "metadata": {}, "outputs": [ { @@ -2218,7 +2322,7 @@ "WilcoxonResult(statistic=233.0, pvalue=8.705433675211284e-16)" ] }, - "execution_count": 23, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -2231,8 +2335,8 @@ }, { "cell_type": "code", - "execution_count": 24, - "id": "0eed101b", + "execution_count": 26, + "id": "a693d34b", "metadata": {}, "outputs": [ { @@ -2342,7 +2446,7 @@ "4 14.864865 " ] }, - "execution_count": 24, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -2354,8 +2458,8 @@ }, { "cell_type": "code", - "execution_count": 25, - "id": "c30ba016", + "execution_count": 27, + "id": "4905cff2", "metadata": {}, "outputs": [ { @@ -2458,7 +2562,7 @@ "2 SPMP03 0.0 0.00 0.04 0.04 0.04 100.000000 100.0" ] }, - "execution_count": 25, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -2469,8 +2573,8 @@ }, { "cell_type": "code", - "execution_count": 26, - "id": "6ab04fae", + "execution_count": 28, + "id": "93b58af0", "metadata": {}, "outputs": [ { @@ -2582,7 +2686,7 @@ "620 SPMP19 Bifidobacterium animalis 0.0 0.0 0.02" ] }, - "execution_count": 26, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -2594,7 +2698,7 @@ { "cell_type": "code", "execution_count": null, - "id": "05a509b1", + "id": "734c013d", "metadata": {}, "outputs": [], "source": [] diff --git a/scripts/rarefaction_inext_run.ipynb b/scripts/rarefaction_inext_run.ipynb index 950c97a..c63878e 100644 --- a/scripts/rarefaction_inext_run.ipynb +++ b/scripts/rarefaction_inext_run.ipynb @@ -3,7 +3,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "7315bac7-d8e5-4b45-bbf9-18fafaaf821f", + "id": "40925550", "metadata": {}, "outputs": [], "source": [ @@ -15,7 +15,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "fb94aa0a-4b00-4413-96bf-cb88e0ec601e", + "id": "349056d2", "metadata": {}, "outputs": [ { @@ -132,7 +132,7 @@ { "cell_type": "code", "execution_count": null, - "id": "96e07eff-01ec-4378-a560-785280139838", + "id": "882918f2", "metadata": {}, "outputs": [], "source": [] @@ -140,17 +140,21 @@ ], "metadata": { "kernelspec": { - "display_name": "R", - "language": "R", - "name": "ir" + "display_name": "Python 3", + "language": "python", + "name": "python3" }, "language_info": { - "codemirror_mode": "r", - "file_extension": ".r", - "mimetype": "text/x-r-source", - "name": "R", - "pygments_lexer": "r", - "version": "4.1.0" + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.9" } }, "nbformat": 4, diff --git a/tables/mags_info_hic.tsv b/tables/mags_info_hic.tsv index 228ca30..3096287 100644 --- a/tables/mags_info_hic.tsv +++ b/tables/mags_info_hic.tsv @@ -1,941 +1,1044 @@ - MAG_ID Completness Contamination Size #_contigs Contig_N50 Longest_contig MIMAG Sample 5S_rRNA 23S_rRNA 16S_rRNA UniqueTRNA MIMAGExtended -0 bin_39 100.0 0.81 2252697 19 312737 399474 HIGH SPMP64 5.0 5.0 5.0 20 HIGH -1 bin_37 99.72 0.08 2287106 7 2167246 2167246 HIGH SPMP64 4.0 3.0 3.0 20 HIGH -2 bin_24 99.33 1.01 2877277 47 207223 793451 HIGH SPMP64 2.0 3.0 3.0 19 HIGH -3 bin_36 99.05 0.63 2473341 32 496855 916663 HIGH SPMP64 4.0 3.0 4.0 20 HIGH -4 bin_23 98.64 0.68 2892943 24 391310 892959 HIGH SPMP64 6.0 6.0 6.0 20 HIGH -5 bin_18 98.05 0.0 3356712 75 257383 431600 HIGH SPMP64 5.0 5.0 5.0 20 HIGH -6 bin_12 98.01 2.66 4003008 204 82448 240882 HIGH SPMP64 5.0 5.0 20 NC -7 bin_34 98.01 1.13 2554615 27 237810 519763 HIGH SPMP64 2.0 3.0 3.0 20 HIGH -8 bin_22 97.65 2.68 2932483 24 797138 1105993 HIGH SPMP64 2.0 2.0 2.0 20 HIGH -9 bin_29 97.47 0.63 2725700 44 164857 279410 HIGH SPMP64 1.0 1.0 18 NC -10 bin_16 97.09 0.95 3539339 27 492382 954409 HIGH SPMP64 4.0 4.0 4.0 20 HIGH -11 bin_11 96.93 0.0 4239147 57 168997 486707 HIGH SPMP64 3.0 3.0 3.0 20 HIGH -12 bin_17 96.9 2.87 3483078 42 458097 706617 HIGH SPMP64 1.0 1.0 19 NC -13 bin_27 96.7 0.0 2831007 65 104392 293888 HIGH SPMP64 5.0 5.0 20 NC -14 bin_14 96.64 0.83 3769292 55 272251 393465 HIGH SPMP64 8.0 8.0 9.0 20 HIGH -15 bin_32 96.31 0.34 2620772 34 417774 505794 HIGH SPMP64 5.0 5.0 20 NC -16 bin_2 96.25 0.89 6070600 80 201453 467103 HIGH SPMP64 2.0 2.0 2.0 20 HIGH -17 bin_41 95.57 1.91 2081250 22 172558 341070 HIGH SPMP64 2.0 1.0 1.0 14 NC -18 bin_30 95.53 0.67 2721668 53 86849 228899 HIGH SPMP64 2.0 2.0 17 NC -19 bin_7 94.53 2.63 5257312 122 276293 462891 HIGH SPMP64 5.0 5.0 5.0 20 HIGH -20 bin_38 93.96 0.51 2265776 48 135606 331998 HIGH SPMP64 20 NC -21 bin_20 93.31 0.35 3079956 40 220055 410639 HIGH SPMP64 8.0 8.0 8.0 18 HIGH -23 bin_9 91.75 0.62 4540679 51 161510 372257 HIGH SPMP64 2.0 2.0 2.0 20 HIGH -24 bin_19 89.83 0.63 3288695 114 86144 224360 MEDIUM SPMP64 3.0 4.0 4.0 17 MEDIUM -25 bin_4 88.84 9.3 5914192 113 336238 1174647 MEDIUM SPMP64 7.0 6.0 6.0 18 MEDIUM -26 bin_26 88.78 0.6 2849278 110 53922 155763 MEDIUM SPMP64 2.0 2.0 20 MEDIUM -27 bin_31 88.75 0.34 2709013 86 79038 273730 MEDIUM SPMP64 2.0 5.0 5.0 18 MEDIUM -28 bin_15 88.31 1.82 3611125 41 178164 376708 MEDIUM SPMP64 4.0 4.0 19 MEDIUM -29 bin_13 87.22 0.51 3847390 143 46966 168998 MEDIUM SPMP64 2.0 2.0 2.0 19 MEDIUM -30 bin_10 83.38 3.04 4480683 55 332539 494420 MEDIUM SPMP64 2.0 3.0 3.0 20 MEDIUM -31 bin_28 82.65 3.36 2728972 102 63948 186991 MEDIUM SPMP64 2.0 2.0 2.0 14 MEDIUM -32 bin_1 79.78 5.17 6939994 245 52573 226681 MEDIUM SPMP64 6.0 5.0 6.0 18 MEDIUM -34 bin_33 71.22 4.7 2589302 115 341116 612776 MEDIUM SPMP64 2.0 2.0 2.0 10 MEDIUM -36 bin_43 67.4 0.64 1515697 76 30910 102277 MEDIUM SPMP64 1.0 1.0 20 MEDIUM -37 bin_35 63.61 1.27 2483085 124 28092 115864 MEDIUM SPMP64 1.0 1.0 1.0 13 MEDIUM -38 bin_3 54.31 6.03 6026307 529 17433 88105 MEDIUM SPMP64 1.0 1.0 1.0 14 MEDIUM -39 bin_25 52.95 0.0 2862615 152 28337 147799 MEDIUM SPMP64 4.0 4.0 4.0 17 MEDIUM -40 bin_21 52.63 8.77 3029018 85 115652 202329 MEDIUM SPMP64 1.0 2.0 2.0 12 MEDIUM -69 bin_3 99.21 1.79 3876897 59 201524 954639 HIGH SPMP71 3.0 7.0 7.0 19 HIGH -70 bin_40 99.19 3.02 2316950 48 115148 244014 HIGH SPMP71 4.0 4.0 19 NC -71 bin_5 99.01 8.67 3558982 39 658741 1771133 MEDIUM SPMP71 6.0 6.0 6.0 20 MEDIUM -72 bin_17 98.83 2.63 3119688 54 174151 279430 HIGH SPMP71 3.0 5.0 5.0 20 HIGH -73 bin_44 98.82 0.0 2129567 3 2119432 2119432 HIGH SPMP71 7.0 6.0 6.0 20 HIGH -74 bin_22 98.73 0.0 2895913 26 332892 413018 HIGH SPMP71 6.0 5.0 5.0 20 HIGH -75 bin_13 98.51 3.64 3248290 59 196695 587903 HIGH SPMP71 5.0 5.0 20 NC -76 bin_8 98.22 1.21 3438506 35 821251 1290007 HIGH SPMP71 3.0 2.0 20 NC -77 bin_27 98.09 3.44 2728790 41 174928 398738 HIGH SPMP71 4.0 4.0 4.0 20 HIGH -78 bin_18 97.95 0.0 3048698 61 234715 404132 HIGH SPMP71 3.0 3.0 2.0 20 HIGH -79 bin_16 97.94 0.68 3127281 36 330899 631693 HIGH SPMP71 4.0 4.0 4.0 20 HIGH -80 bin_15 97.79 0.79 3156638 66 101437 428308 HIGH SPMP71 4.0 4.0 4.0 20 HIGH -81 bin_19 97.71 1.34 3015632 31 475899 1084707 HIGH SPMP71 5.0 7.0 7.0 20 HIGH -82 bin_30 97.63 9.38 2594062 63 457947 1011672 MEDIUM SPMP71 4.0 3.0 3.0 20 MEDIUM -83 bin_39 97.32 0.0 2335658 36 266150 383144 HIGH SPMP71 2.0 1.0 1.0 20 HIGH -84 bin_28 97.17 0.0 2671081 29 171427 336629 HIGH SPMP71 8.0 8.0 20 NC -85 bin_14 97.15 1.34 3230407 43 218802 659506 HIGH SPMP71 3.0 3.0 3.0 20 HIGH -86 bin_2 96.94 6.48 4355689 39 401374 958956 MEDIUM SPMP71 2.0 2.0 18 MEDIUM -87 bin_12 96.49 0.02 3298649 67 171441 412131 HIGH SPMP71 2.0 3.0 3.0 20 HIGH -88 bin_21 96.47 0.0 2921394 19 1600210 1600210 HIGH SPMP71 6.0 6.0 6.0 20 HIGH -89 bin_32 96.01 0.0 2533143 74 51233 209227 HIGH SPMP71 19 NC -90 bin_6 95.69 3.61 3460292 92 80973 368849 HIGH SPMP71 6.0 7.0 7.0 19 HIGH -91 bin_24 94.78 0.59 2829211 108 39707 158054 HIGH SPMP71 1.0 1.0 19 NC -92 bin_36 94.02 0.67 2474662 43 130311 445411 HIGH SPMP71 4.0 4.0 4.0 20 HIGH -93 bin_35 93.96 0.0 2483281 27 134428 264836 HIGH SPMP71 1.0 1.0 18 NC -94 bin_25 93.96 1.57 2775819 55 147092 556840 HIGH SPMP71 6.0 6.0 6.0 20 HIGH -95 bin_33 93.51 0.69 2521956 142 62252 148061 HIGH SPMP71 2.0 2.0 20 NC -96 bin_9 93.18 0.95 3389370 65 160498 506830 HIGH SPMP71 3.0 6.0 6.0 19 HIGH -97 bin_38 92.17 2.02 2346448 243 25684 80690 HIGH SPMP71 3.0 2.0 2.0 18 HIGH -98 bin_43 90.85 5.17 2194463 59 94960 229410 MEDIUM SPMP71 1.0 4.0 4.0 20 MEDIUM -99 bin_4 90.59 4.93 3717201 81 347841 685048 HIGH SPMP71 5.0 5.0 5.0 19 HIGH -100 bin_29 90.38 3.8 2642110 66 166730 585898 HIGH SPMP71 2.0 2.0 2.0 20 HIGH -101 bin_34 90.27 3.23 2498228 91 40386 86287 HIGH SPMP71 19 NC -102 bin_42 89.6 0.0 2234905 21 233111 493090 MEDIUM SPMP71 18 MEDIUM -103 bin_7 89.24 5.1 3445580 109 69340 175072 MEDIUM SPMP71 3.0 3.0 3.0 20 MEDIUM -105 bin_45 84.38 1.61 2037276 52 75744 192895 MEDIUM SPMP71 1.0 1.0 16 MEDIUM -106 bin_10 83.22 1.64 3344964 25 424580 511913 MEDIUM SPMP71 8.0 8.0 8.0 20 MEDIUM -107 bin_11 80.32 7.28 3305295 118 69498 225032 MEDIUM SPMP71 5.0 4.0 4.0 19 MEDIUM -109 bin_37 77.52 0.0 2378375 19 200370 430848 MEDIUM SPMP71 1.0 1.0 16 MEDIUM -110 bin_46 76.04 0.0 1940396 18 131609 272755 MEDIUM SPMP71 1.0 18 MEDIUM -111 bin_48 73.62 1.34 1787216 170 18002 111802 MEDIUM SPMP71 17 MEDIUM -112 bin_20 69.75 2.16 2927436 95 51419 302410 MEDIUM SPMP71 1.0 1.0 1.0 17 MEDIUM -113 bin_50 69.56 0.67 1541622 112 20740 81462 MEDIUM SPMP71 16 MEDIUM -114 bin_49 65.15 0.0 1607457 16 100964 278968 MEDIUM SPMP71 17 MEDIUM -115 bin_26 61.78 0.02 2732463 144 31132 75933 MEDIUM SPMP71 1.0 2.0 17 MEDIUM -116 bin_23 58.39 2.06 2875275 220 20958 80861 MEDIUM SPMP71 3.0 4.0 4.0 17 MEDIUM -117 bin_31 58.35 0.84 2564175 179 23291 62989 MEDIUM SPMP71 2.0 3.0 3.0 16 MEDIUM -149 bin_4 100.0 0.63 3126397 148 39296 187123 HIGH SPMP38 17 NC -150 bin_16 100.0 0.47 2314052 171 26109 92559 HIGH SPMP38 1.0 1.0 20 NC -151 bin_15 100.0 0.0 2423049 103 39545 99422 HIGH SPMP38 3.0 1.0 20 NC -152 bin_23 99.48 0.0 2073582 110 27575 133288 HIGH SPMP38 4.0 1.0 1.0 18 HIGH -153 bin_2 99.21 3.0 3332998 103 131271 350666 HIGH SPMP38 19 NC -154 bin_10 98.4 0.68 2604948 117 37568 135694 HIGH SPMP38 1.0 17 NC -155 bin_6 97.99 0.67 2881415 170 32563 144825 HIGH SPMP38 2.0 1.0 20 NC -156 bin_5 97.84 8.46 2986648 187 31277 118742 MEDIUM SPMP38 6.0 1.0 1.0 20 MEDIUM -157 bin_18 97.47 0.63 2205489 141 27142 197110 HIGH SPMP38 2.0 1.0 1.0 19 HIGH -158 bin_21 97.32 0.34 2150732 62 56973 229016 HIGH SPMP38 4.0 19 NC -159 bin_20 97.27 0.0 2166791 60 60461 153032 HIGH SPMP38 2.0 17 NC -160 bin_22 97.12 1.44 2084235 44 66132 191060 HIGH SPMP38 1.0 1.0 18 NC -161 bin_38 94.94 2.25 1148052 27 64420 179489 HIGH SPMP38 1.0 1.0 20 NC -162 bin_9 91.81 1.95 2729673 210 23785 90355 HIGH SPMP38 14 NC -163 bin_14 89.87 2.59 2460743 314 12018 57340 MEDIUM SPMP38 17 MEDIUM -164 bin_3 89.6 5.38 3220184 547 7762 34142 MEDIUM SPMP38 9 MEDIUM -165 bin_13 89.19 4.42 2466024 166 31858 117539 MEDIUM SPMP38 2.0 18 MEDIUM -166 bin_17 88.63 3.63 2292465 140 43132 186281 MEDIUM SPMP38 3.0 19 MEDIUM -167 bin_24 86.41 2.01 1995494 68 45890 138954 MEDIUM SPMP38 2.0 15 MEDIUM -168 bin_27 85.92 0.71 1801433 201 12673 62795 MEDIUM SPMP38 1.0 18 MEDIUM -169 bin_25 84.58 1.44 1949787 334 7753 32786 MEDIUM SPMP38 2.0 15 MEDIUM -170 bin_29 84.5 1.24 1670256 227 9862 50196 MEDIUM SPMP38 14 MEDIUM -171 bin_8 80.7 1.75 2793306 234 14752 77042 MEDIUM SPMP38 13 MEDIUM -172 bin_7 74.43 6.33 2800889 315 14160 74501 MEDIUM SPMP38 13 MEDIUM -173 bin_26 71.95 0.0 1866608 154 19693 63594 MEDIUM SPMP38 1.0 15 MEDIUM -174 bin_1 66.61 6.44 4412477 1085 5230 75798 MEDIUM SPMP38 15 MEDIUM -175 bin_32 62.31 1.46 1475287 297 6176 25664 MEDIUM SPMP38 1.0 9 MEDIUM -176 bin_12 57.48 2.63 2500732 480 6344 39782 MEDIUM SPMP38 12 MEDIUM -177 bin_28 56.61 0.0 1685512 245 9924 42199 MEDIUM SPMP38 2.0 13 MEDIUM -178 bin_11 56.03 0.0 2588222 224 18126 45818 MEDIUM SPMP38 16 MEDIUM -179 bin_33 55.05 2.01 1368243 306 5219 18268 MEDIUM SPMP38 4 MEDIUM -180 bin_36 50.88 0.0 1198451 278 4467 15146 MEDIUM SPMP38 7 MEDIUM -181 bin_19 50.0 0.0 2177522 386 5968 20543 MEDIUM SPMP38 11 MEDIUM -224 bin_36 99.42 0.97 3210183 29 599183 1035028 HIGH SPMP40 3.0 6.0 6.0 20 HIGH -225 bin_67 99.4 0.0 2242039 5 2227139 2227139 HIGH SPMP40 3.0 3.0 3.0 20 HIGH -226 bin_31 99.33 2.03 3296189 38 490741 832291 HIGH SPMP40 6.0 7.0 7.0 20 HIGH -227 bin_72 99.19 0.0 2099309 15 329561 726584 HIGH SPMP40 3.0 2.0 19 NC -228 bin_44 99.04 2.64 2845358 28 491753 886746 HIGH SPMP40 2.0 2.0 2.0 20 HIGH -229 bin_4 99.04 1.09 5082025 41 488781 1106170 HIGH SPMP40 5.0 6.0 6.0 20 HIGH -230 bin_53 98.92 1.23 2579925 19 1006294 1229089 HIGH SPMP40 4.0 4.0 20 NC -231 bin_65 98.86 0.09 2308496 5 2197707 2197707 HIGH SPMP40 5.0 4.0 4.0 20 HIGH -232 bin_8 98.82 1.78 4372584 14 1087044 1249558 HIGH SPMP40 4.0 4.0 4.0 20 HIGH -233 bin_62 98.81 4.03 2403076 28 155978 374632 HIGH SPMP40 3.0 5.0 5.0 20 HIGH -234 bin_66 98.68 5.09 2263545 15 1290723 1290723 MEDIUM SPMP40 5.0 5.0 5.0 20 MEDIUM -235 bin_70 98.66 0.0 2144104 11 735155 824393 HIGH SPMP40 3.0 2.0 2.0 20 HIGH -236 bin_6 98.52 0.38 4407863 34 233887 557860 HIGH SPMP40 6.0 5.0 5.0 20 HIGH -237 bin_22 98.29 1.49 3523936 66 156598 305567 HIGH SPMP40 5.0 5.0 5.0 20 HIGH -238 bin_69 98.27 0.0 2147216 1 2147216 2147216 HIGH SPMP40 3.0 3.0 20 NC -239 bin_2 98.19 7.62 5379972 42 431688 789818 MEDIUM SPMP40 4.0 3.0 3.0 20 MEDIUM -240 bin_49 98.12 0.0 2723309 58 288403 1223394 HIGH SPMP40 6.0 6.0 6.0 20 HIGH -241 bin_13 98.1 1.58 3817208 30 204452 604544 HIGH SPMP40 7.0 7.0 20 NC -242 bin_50 98.1 0.0 2678340 20 323203 446681 HIGH SPMP40 3.0 3.0 3.0 20 HIGH -243 bin_1 98.09 4.38 6451672 81 270773 896733 HIGH SPMP40 5.0 5.0 5.0 20 HIGH -244 bin_39 97.99 0.0 2986943 16 575559 796963 HIGH SPMP40 3.0 3.0 3.0 19 HIGH -245 bin_26 97.94 0.0 3458604 38 1129037 1383835 HIGH SPMP40 6.0 5.0 5.0 20 HIGH -246 bin_15 97.88 0.93 3756344 23 337651 592715 HIGH SPMP40 4.0 4.0 4.0 20 HIGH -247 bin_37 97.79 1.53 3194848 47 358628 576087 HIGH SPMP40 5.0 5.0 5.0 20 HIGH -248 bin_11 97.73 0.84 3892340 66 265835 998617 HIGH SPMP40 5.0 5.0 4.0 20 HIGH -249 bin_28 97.65 3.36 3406597 31 538532 901694 HIGH SPMP40 8.0 8.0 8.0 20 HIGH -250 bin_16 97.44 0.16 3747047 17 533609 1377626 HIGH SPMP40 1.0 2.0 2.0 20 HIGH -251 bin_48 97.32 0.0 2750043 24 679063 1013591 HIGH SPMP40 2.0 4.0 5.0 20 HIGH -252 bin_30 96.98 3.02 3359853 78 309923 484214 HIGH SPMP40 3.0 3.0 3.0 20 HIGH -253 bin_61 96.64 4.03 2421308 9 1223124 1223124 HIGH SPMP40 3.0 3.0 3.0 20 HIGH -254 bin_59 96.64 1.34 2450865 8 1642002 1642002 HIGH SPMP40 3.0 4.0 4.0 20 HIGH -255 bin_32 96.52 0.63 3281961 34 267416 762340 HIGH SPMP40 3.0 3.0 3.0 19 HIGH -256 bin_27 96.51 0.27 3450335 5 2236393 2236393 HIGH SPMP40 3.0 3.0 3.0 19 HIGH -257 bin_42 96.31 0.67 2867605 27 273980 570888 HIGH SPMP40 4.0 5.0 7.0 20 HIGH -258 bin_12 96.26 0.34 3825327 25 523683 965168 HIGH SPMP40 4.0 4.0 4.0 20 HIGH -259 bin_7 95.5 0.85 4387983 62 149174 583022 HIGH SPMP40 2.0 2.0 2.0 20 HIGH -260 bin_38 95.21 1.37 3043475 39 222032 304632 HIGH SPMP40 2.0 2.0 2.0 19 HIGH -261 bin_34 95.11 3.61 3223576 49 91064 266605 HIGH SPMP40 18 NC -262 bin_54 95.08 0.34 2547898 37 114151 591844 HIGH SPMP40 1.0 1.0 18 NC -263 bin_29 94.97 0.0 3396765 66 140667 451750 HIGH SPMP40 1.0 1.0 2.0 20 HIGH -264 bin_43 94.34 1.67 2846722 73 130993 315180 HIGH SPMP40 3.0 3.0 3.0 16 NC -265 bin_20 93.29 1.23 3602303 49 163689 338558 HIGH SPMP40 2.0 2.0 2.0 20 HIGH -266 bin_40 92.06 0.0 2966779 62 86283 338564 HIGH SPMP40 2.0 4.0 4.0 20 HIGH -267 bin_25 91.84 4.83 3462856 48 299434 650103 HIGH SPMP40 4.0 4.0 4.0 19 HIGH -268 bin_46 89.82 2.01 2761967 46 115042 221108 MEDIUM SPMP40 5.0 4.0 4.0 20 MEDIUM -269 bin_71 88.53 0.32 2102802 37 125828 176511 MEDIUM SPMP40 3.0 2.0 2.0 16 MEDIUM -270 bin_17 88.41 7.44 3694603 98 174073 765059 MEDIUM SPMP40 3.0 3.0 3.0 19 MEDIUM -271 bin_19 87.55 3.31 3631655 75 257355 719416 MEDIUM SPMP40 2.0 5.0 5.0 19 MEDIUM -272 bin_5 87.33 5.8 4522349 28 270882 726096 MEDIUM SPMP40 6.0 6.0 6.0 20 MEDIUM -273 bin_21 86.64 6.84 3570833 89 89169 245460 MEDIUM SPMP40 2.0 5.0 5.0 17 MEDIUM -274 bin_52 86.22 3.22 2622059 97 66288 167527 MEDIUM SPMP40 17 MEDIUM -275 bin_47 86.16 0.67 2761475 48 124357 243996 MEDIUM SPMP40 1.0 1.0 17 MEDIUM -276 bin_45 85.49 0.0 2803612 90 88214 305838 MEDIUM SPMP40 3.0 3.0 3.0 20 MEDIUM -277 bin_3 84.36 4.45 5123945 104 165193 408582 MEDIUM SPMP40 4.0 4.0 4.0 19 MEDIUM -278 bin_23 83.43 6.65 3485260 72 152592 432545 MEDIUM SPMP40 6.0 6.0 6.0 18 MEDIUM -279 bin_57 82.44 0.0 2463050 40 82569 251222 MEDIUM SPMP40 2.0 2.0 2.0 17 MEDIUM -280 bin_41 82.42 6.73 2951473 31 204387 881918 MEDIUM SPMP40 6.0 5.0 19 MEDIUM -281 bin_63 81.77 0.0 2361413 98 42437 139366 MEDIUM SPMP40 1.0 17 MEDIUM -282 bin_18 80.54 4.64 3659607 88 167772 453570 MEDIUM SPMP40 5.0 5.0 5.0 18 MEDIUM -283 bin_56 80.54 1.68 2468416 56 74859 218925 MEDIUM SPMP40 2.0 3.0 3.0 20 MEDIUM -284 bin_35 79.07 0.7 3216444 113 81753 251569 MEDIUM SPMP40 3.0 5.0 19 MEDIUM -285 bin_14 77.56 6.33 3786075 120 55460 137711 MEDIUM SPMP40 3.0 3.0 13 MEDIUM -286 bin_58 75.32 3.37 2457093 115 51618 140262 MEDIUM SPMP40 15 MEDIUM -287 bin_24 72.63 3.69 3485173 104 108342 239086 MEDIUM SPMP40 3.0 4.0 4.0 19 MEDIUM -288 bin_74 71.72 1.04 1766270 3 991678 991678 MEDIUM SPMP40 1.0 1.0 14 MEDIUM -289 bin_55 71.71 0.0 2502613 90 48613 114645 MEDIUM SPMP40 1.0 1.0 1.0 16 MEDIUM -290 bin_33 69.81 1.27 3251360 63 81758 247833 MEDIUM SPMP40 2.0 2.0 2.0 17 MEDIUM -291 bin_60 68.34 0.67 2430525 90 48326 235868 MEDIUM SPMP40 2.0 17 MEDIUM -292 bin_10 65.92 3.35 4042654 127 70252 180583 MEDIUM SPMP40 4.0 4.0 4.0 16 MEDIUM -293 bin_73 63.53 0.0 1926089 30 86668 208621 MEDIUM SPMP40 15 MEDIUM -294 bin_75 62.6 0.58 1570425 83 39102 123267 MEDIUM SPMP40 1.0 2.0 2.0 16 MEDIUM -295 bin_64 59.18 7.62 2335296 39 414955 551910 MEDIUM SPMP40 4.0 3.0 5.0 15 MEDIUM -339 bin_26 100.0 0.27 2837214 8 1553248 1553248 HIGH SPMP74 1.0 1.0 20 NC -340 bin_50 99.45 0.0 2140340 7 933917 1031071 HIGH SPMP74 2.0 2.0 20 NC -341 bin_8 99.37 1.27 3486578 30 274200 548692 HIGH SPMP74 5.0 5.0 5.0 20 HIGH -342 bin_11 98.99 0.67 3395120 45 270459 1025355 HIGH SPMP74 8.0 8.0 8.0 20 HIGH -343 bin_33 98.64 0.68 2672601 46 155832 404847 HIGH SPMP74 3.0 3.0 5.0 19 HIGH -344 bin_3 98.42 5.43 4176122 148 148151 539448 MEDIUM SPMP74 3.0 3.0 3.0 18 MEDIUM -345 bin_42 98.32 0.96 2497388 28 197425 567967 HIGH SPMP74 2.0 2.0 2.0 19 HIGH -346 bin_45 98.23 0.81 2393615 30 132572 321592 HIGH SPMP74 3.0 4.0 4.0 20 HIGH -347 bin_6 98.1 3.16 3663283 41 799093 1105083 HIGH SPMP74 4.0 10.0 12.0 20 HIGH -348 bin_39 98.05 0.15 2544301 29 190082 529898 HIGH SPMP74 1.0 1.0 1.0 19 HIGH -349 bin_14 98.02 1.17 3190579 79 120203 631064 HIGH SPMP74 4.0 4.0 4.0 20 HIGH -350 bin_25 97.97 2.01 2839203 19 589455 1003895 HIGH SPMP74 3.0 6.0 6.0 20 HIGH -351 bin_4 97.94 2.05 3766028 63 178666 489674 HIGH SPMP74 6.0 6.0 6.0 20 HIGH -352 bin_41 97.94 0.0 2501726 31 171628 593659 HIGH SPMP74 1.0 4.0 4.0 20 HIGH -353 bin_10 97.85 1.21 3402241 36 278727 496681 HIGH SPMP74 3.0 3.0 20 NC -354 bin_29 97.69 0.63 2755849 16 791724 1115477 HIGH SPMP74 4.0 4.0 4.0 20 HIGH -355 bin_24 97.66 0.0 2862076 43 157986 337118 HIGH SPMP74 1.0 2.0 3.0 19 HIGH -356 bin_27 97.39 2.67 2799825 99 67762 246170 HIGH SPMP74 4.0 4.0 20 NC -357 bin_20 97.37 7.34 2993467 64 175488 520449 MEDIUM SPMP74 5.0 5.0 5.0 20 MEDIUM -358 bin_7 97.34 2.42 3579181 49 202539 637557 HIGH SPMP74 3.0 3.0 20 NC -359 bin_13 97.11 2.38 3287633 104 85009 223849 HIGH SPMP74 3.0 3.0 3.0 20 HIGH -360 bin_17 97.05 1.5 3023472 55 147062 335862 HIGH SPMP74 2.0 2.0 2.0 20 HIGH -361 bin_5 96.69 2.82 3757709 90 98288 248146 HIGH SPMP74 2.0 4.0 5.0 20 HIGH -362 bin_18 96.64 0.0 3021699 58 171307 349018 HIGH SPMP74 3.0 2.0 3.0 20 HIGH -363 bin_9 96.23 0.77 3417909 93 104766 241715 HIGH SPMP74 3.0 3.0 20 NC -364 bin_31 96.23 5.15 2709437 31 563179 929911 MEDIUM SPMP74 5.0 5.0 5.0 20 MEDIUM -366 bin_23 95.86 0.67 2864965 10 739264 1045439 HIGH SPMP74 4.0 4.0 4.0 20 HIGH -367 bin_28 95.3 0.0 2796631 108 260975 802224 HIGH SPMP74 3.0 3.0 3.0 20 HIGH -368 bin_22 95.13 0.63 2930207 92 65962 168844 HIGH SPMP74 1.0 2.0 2.0 19 HIGH -369 bin_49 94.68 0.44 2180529 43 94000 247257 HIGH SPMP74 3.0 2.0 2.0 19 HIGH -370 bin_47 94.29 1.9 2273648 20 238871 344866 HIGH SPMP74 2.0 2.0 18 NC -371 bin_46 94.17 2.57 2298094 146 34702 120139 HIGH SPMP74 2.0 2.0 19 NC -372 bin_53 93.29 0.0 2001556 15 350655 868218 HIGH SPMP74 1.0 1.0 18 NC -373 bin_15 92.9 2.27 3087156 105 61359 165941 HIGH SPMP74 1.0 2.0 2.0 20 HIGH -374 bin_2 92.77 6.26 5306688 189 119481 473980 MEDIUM SPMP74 4.0 4.0 4.0 20 MEDIUM -375 bin_16 92.4 7.15 3044174 104 85577 308783 MEDIUM SPMP74 5.0 5.0 6.0 20 MEDIUM -376 bin_57 91.95 0.0 1891451 3 1238432 1238432 HIGH SPMP74 3.0 2.0 2.0 19 HIGH -377 bin_36 91.61 0.0 2630801 32 479470 1084431 HIGH SPMP74 4.0 4.0 20 NC -378 bin_35 91.22 0.17 2644928 84 58332 202528 HIGH SPMP74 3.0 3.0 3.0 19 HIGH -379 bin_32 89.28 0.0 2682214 175 37376 129122 MEDIUM SPMP74 2.0 2.0 2.0 18 MEDIUM -380 bin_19 88.59 0.0 3010531 41 131536 328543 MEDIUM SPMP74 16 MEDIUM -381 bin_48 87.36 4.84 2209014 64 62954 161896 MEDIUM SPMP74 3.0 3.0 3.0 19 MEDIUM -382 bin_61 87.18 0.83 1743045 1 1743045 1743045 MEDIUM SPMP74 4.0 3.0 3.0 20 MEDIUM -383 bin_54 86.5 0.08 1958049 90 31088 85000 MEDIUM SPMP74 16 MEDIUM -384 bin_38 85.56 0.0 2610234 78 61395 192667 MEDIUM SPMP74 1.0 19 MEDIUM -385 bin_40 84.21 0.06 2519524 39 216455 325884 MEDIUM SPMP74 3.0 3.0 4.0 16 MEDIUM -386 bin_44 84.06 0.0 2453693 195 23368 90793 MEDIUM SPMP74 1.0 2.0 1.0 20 MEDIUM -387 bin_71 83.66 3.37 1222795 42 95964 166543 MEDIUM SPMP74 1.0 1.0 19 MEDIUM -389 bin_56 79.64 0.82 1902417 69 41497 206414 MEDIUM SPMP74 3.0 3.0 3.0 17 MEDIUM -390 bin_30 79.59 0.67 2752093 165 35015 140523 MEDIUM SPMP74 1.0 1.0 1.0 20 MEDIUM -391 bin_59 74.02 3.13 1781870 16 605054 753022 MEDIUM SPMP74 2.0 2.0 1.0 20 MEDIUM -392 bin_64 72.49 0.3 1628147 110 21971 58218 MEDIUM SPMP74 17 MEDIUM -393 bin_51 70.32 0.91 2053410 115 30474 76737 MEDIUM SPMP74 13 MEDIUM -394 bin_12 69.83 5.82 3357322 196 24338 117832 MEDIUM SPMP74 1.0 1.0 1.0 20 MEDIUM -395 bin_43 69.28 0.0 2471904 122 35510 151945 MEDIUM SPMP74 4.0 4.0 18 MEDIUM -396 bin_63 67.24 4.31 1717784 33 69014 150918 MEDIUM SPMP74 9 MEDIUM -397 bin_58 65.55 0.67 1801647 25 85776 126645 MEDIUM SPMP74 16 MEDIUM -398 bin_67 64.82 0.0 1403741 128 21014 76983 MEDIUM SPMP74 15 MEDIUM -400 bin_34 54.14 1.6 2647803 193 21922 94832 MEDIUM SPMP74 3.0 4.0 4.0 15 MEDIUM -401 bin_52 53.29 0.67 2023323 165 22626 103027 MEDIUM SPMP74 1.0 1.0 13 MEDIUM -402 bin_21 51.71 2.22 2989434 206 22830 95780 MEDIUM SPMP74 1.0 1.0 1.0 16 MEDIUM -446 bin_19 99.6 2.15 3471344 74 125126 518807 HIGH SPMP21 2.0 2.0 2.0 20 HIGH -447 bin_9 99.08 0.19 4831345 50 287500 557776 HIGH SPMP21 3.0 4.0 4.0 20 HIGH -448 bin_34 99.0 2.1 2412927 26 186630 609507 HIGH SPMP21 3.0 3.0 3.0 20 HIGH -449 bin_11 98.8 7.17 4138764 45 718759 1353458 MEDIUM SPMP21 1.0 4.0 4.0 20 MEDIUM -450 bin_29 98.66 1.01 2884024 16 611311 949067 HIGH SPMP21 3.0 3.0 3.0 20 HIGH -451 bin_30 98.51 6.79 2840778 81 276398 957716 MEDIUM SPMP21 2.0 2.0 20 MEDIUM -452 bin_14 98.5 3.38 3728620 38 316804 765752 HIGH SPMP21 3.0 3.0 20 NC -453 bin_28 98.43 0.0 2888766 26 380484 510479 HIGH SPMP21 4.0 4.0 19 NC -454 bin_16 97.92 0.63 3608429 20 512550 1713614 HIGH SPMP21 5.0 6.0 6.0 20 HIGH -455 bin_24 97.89 0.0 3171656 17 444436 777560 HIGH SPMP21 6.0 5.0 20 NC -456 bin_1 97.4 1.72 6452176 52 362576 557900 HIGH SPMP21 1.0 4.0 4.0 20 HIGH -457 bin_6 97.09 0.45 5278963 50 445891 764907 HIGH SPMP21 4.0 4.0 4.0 20 HIGH -458 bin_15 96.92 0.0 3613467 34 525141 751084 HIGH SPMP21 3.0 3.0 3.0 20 HIGH -459 bin_35 96.86 2.07 2285464 16 499786 1062736 HIGH SPMP21 3.0 3.0 20 NC -460 bin_26 96.64 0.0 2925358 61 135363 258869 HIGH SPMP21 1.0 1.0 18 NC -461 bin_27 96.62 3.84 2899400 51 224181 453156 HIGH SPMP21 4.0 6.0 6.0 20 HIGH -462 bin_8 96.35 1.15 4839259 44 295406 515000 HIGH SPMP21 1.0 1.0 2.0 20 HIGH -463 bin_25 96.03 2.48 2998827 188 49246 252583 HIGH SPMP21 1.0 2.0 2.0 20 HIGH -464 bin_17 93.94 0.67 3546683 120 52550 184999 HIGH SPMP21 1.0 20 NC -465 bin_5 93.93 0.85 5930582 231 80383 260017 HIGH SPMP21 18 NC -466 bin_12 93.91 2.49 3828763 139 88482 229832 HIGH SPMP21 3.0 3.0 20 NC -467 bin_23 93.88 1.4 3181724 17 2295177 2295177 HIGH SPMP21 2.0 2.0 2.0 20 HIGH -468 bin_36 92.48 1.27 2231070 38 233105 412896 HIGH SPMP21 1.0 1.0 2.0 20 HIGH -469 bin_3 91.8 4.66 5981189 80 262539 671291 HIGH SPMP21 3.0 3.0 3.0 19 HIGH -470 bin_31 90.23 0.0 2506869 155 28732 88731 HIGH SPMP21 3.0 3.0 3.0 19 HIGH -471 bin_7 89.99 0.99 4877980 236 54030 196539 MEDIUM SPMP21 4.0 4.0 15 MEDIUM -472 bin_10 89.21 2.43 4783524 314 30944 129777 MEDIUM SPMP21 3.0 3.0 3.0 19 MEDIUM -473 bin_38 88.51 0.0 1991989 96 51415 204546 MEDIUM SPMP21 1.0 1.0 18 MEDIUM -474 bin_22 88.27 5.37 3226201 262 30270 161856 MEDIUM SPMP21 2.0 2.0 18 MEDIUM -475 bin_21 86.35 2.3 3315394 152 41839 102955 MEDIUM SPMP21 16 MEDIUM -476 bin_33 83.87 4.89 2471610 179 42245 171319 MEDIUM SPMP21 1.0 1.0 1.0 13 MEDIUM -477 bin_2 83.74 4.8 6047558 187 95450 340084 MEDIUM SPMP21 2.0 2.0 20 MEDIUM -478 bin_4 82.16 8.19 5936044 60 180610 439108 MEDIUM SPMP21 3.0 3.0 3.0 19 MEDIUM -479 bin_20 58.43 0.63 3426076 329 16435 60449 MEDIUM SPMP21 12 MEDIUM -480 bin_18 57.01 0.79 3541161 290 21894 94513 MEDIUM SPMP21 3.0 3.0 15 MEDIUM -481 bin_13 52.93 3.1 3779967 272 23910 99268 MEDIUM SPMP21 14 MEDIUM -499 bin_5 99.52 1.93 3191801 55 126390 609464 HIGH SPMP11 19 NC -500 bin_4 99.37 1.79 3224625 42 98300 287304 HIGH SPMP11 16 NC -501 bin_14 99.33 0.67 2112311 18 192535 450578 HIGH SPMP11 2.0 18 NC -502 bin_2 98.12 0.5 4473376 140 54611 187890 HIGH SPMP11 1.0 1.0 19 NC -503 bin_1 97.99 9.55 5547376 589 14295 210669 MEDIUM SPMP11 18 MEDIUM -504 bin_8 97.92 0.0 2621871 50 86562 306908 HIGH SPMP11 1.0 1.0 1.0 20 HIGH -505 bin_13 97.47 0.63 2116769 57 63407 180474 HIGH SPMP11 4.0 20 NC -506 bin_9 97.32 0.0 2537848 17 181441 385157 HIGH SPMP11 15 NC -507 bin_7 96.33 1.27 2737846 91 45259 206868 HIGH SPMP11 17 NC -508 bin_6 95.71 0.4 2790849 154 24356 69151 HIGH SPMP11 16 NC -509 bin_19 95.61 1.68 1976802 88 81537 155938 HIGH SPMP11 1.0 1.0 20 NC -510 bin_10 95.24 0.0 2480874 74 58481 180397 HIGH SPMP11 1.0 18 NC -511 bin_16 93.62 0.0 2041270 68 68589 188405 HIGH SPMP11 2.0 18 NC -512 bin_11 93.39 2.42 2342617 95 41838 113250 HIGH SPMP11 12 NC -513 bin_18 92.42 3.68 2010881 101 30055 175681 HIGH SPMP11 2.0 19 NC -514 bin_12 92.37 4.03 2259693 252 12153 59766 HIGH SPMP11 13 NC -515 bin_25 84.93 1.34 1575143 154 13157 53001 MEDIUM SPMP11 15 MEDIUM -516 bin_21 77.54 4.76 1819643 221 10249 67819 MEDIUM SPMP11 19 MEDIUM -517 bin_26 75.84 0.0 1472774 250 6593 24552 MEDIUM SPMP11 1.0 13 MEDIUM -518 bin_3 75.44 0.0 3583857 626 6365 70290 MEDIUM SPMP11 15 MEDIUM -519 bin_17 70.0 3.57 2016553 96 32034 185768 MEDIUM SPMP11 3.0 17 MEDIUM -520 bin_27 63.51 1.01 1414779 268 5755 24052 MEDIUM SPMP11 1.0 3 MEDIUM -521 bin_28 61.2 0.0 1247972 248 5270 18687 MEDIUM SPMP11 5 MEDIUM -522 bin_23 60.23 5.26 1675110 242 8424 30395 MEDIUM SPMP11 16 MEDIUM -523 bin_20 56.46 2.63 1900903 116 24356 78517 MEDIUM SPMP11 10 MEDIUM -524 bin_29 54.39 0.0 1022379 212 4922 18298 MEDIUM SPMP11 4 MEDIUM -525 bin_24 52.14 0.0 1642642 242 7949 23680 MEDIUM SPMP11 12 MEDIUM -556 bin_15 100.0 1.79 4001862 101 76094 288465 HIGH SPMP67 1.0 1.0 1.0 19 HIGH -557 bin_5 99.04 0.98 5595255 115 113202 361463 HIGH SPMP67 4.0 5.0 5.0 20 HIGH -558 bin_40 99.0 0.53 2294911 12 1190536 1190536 HIGH SPMP67 4.0 4.0 4.0 20 HIGH -559 bin_42 98.77 0.0 2239444 3 1887736 1887736 HIGH SPMP67 3.0 3.0 20 NC -560 bin_35 98.48 1.5 2556330 18 691812 877218 HIGH SPMP67 4.0 4.0 4.0 20 HIGH -561 bin_20 98.19 0.67 3470357 70 265828 560214 HIGH SPMP67 6.0 5.0 6.0 20 HIGH -562 bin_11 98.06 0.93 4675976 102 230606 542467 HIGH SPMP67 2.0 2.0 2.0 20 HIGH -564 bin_8 97.87 5.91 5335444 73 488034 809103 MEDIUM SPMP67 6.0 8.0 8.0 20 MEDIUM -565 bin_1 97.8 0.93 6880872 52 476983 1399617 HIGH SPMP67 3.0 3.0 3.0 20 HIGH -566 bin_39 97.74 0.92 2344435 107 51196 129814 HIGH SPMP67 1.0 1.0 1.0 18 HIGH -567 bin_28 97.65 5.03 2956045 26 384134 693236 MEDIUM SPMP67 7.0 8.0 7.0 20 MEDIUM -568 bin_7 97.38 1.51 5354026 75 414977 659829 HIGH SPMP67 7.0 8.0 8.0 20 HIGH -569 bin_18 97.37 0.49 3538093 82 213015 606589 HIGH SPMP67 6.0 6.0 20 NC -570 bin_21 97.34 1.27 3433842 62 158216 515750 HIGH SPMP67 3.0 3.0 3.0 20 HIGH -571 bin_33 97.32 2.01 2622004 124 41864 274639 HIGH SPMP67 2.0 3.0 3.0 20 HIGH -572 bin_49 96.77 0.18 1875440 30 189155 666537 HIGH SPMP67 1.0 1.0 20 NC -573 bin_9 96.6 2.43 5012692 71 183875 539602 HIGH SPMP67 2.0 2.0 2.0 20 HIGH -574 bin_19 95.83 1.69 3472502 36 404530 482626 HIGH SPMP67 3.0 3.0 20 NC -575 bin_4 95.56 0.67 5703379 101 140226 477476 HIGH SPMP67 3.0 3.0 3.0 20 HIGH -576 bin_10 95.41 2.85 4879912 110 122718 380743 HIGH SPMP67 2.0 7.0 7.0 20 HIGH -577 bin_27 95.3 0.67 3034209 37 219313 436232 HIGH SPMP67 2.0 2.0 2.0 20 HIGH -578 bin_14 94.76 0.19 4329845 127 55370 228241 HIGH SPMP67 4.0 5.0 5.0 20 HIGH -579 bin_23 94.56 4.08 3293024 45 269485 828415 HIGH SPMP67 6.0 6.0 6.0 20 HIGH -580 bin_17 94.24 1.97 3716160 76 111399 365535 HIGH SPMP67 1.0 2.0 3.0 19 HIGH -581 bin_36 94.06 0.0 2504923 27 348118 634715 HIGH SPMP67 4.0 4.0 20 NC -583 bin_24 93.13 1.74 3225449 190 40536 112559 HIGH SPMP67 1.0 1.0 17 NC -584 bin_26 93.01 1.03 3047713 89 82778 157316 HIGH SPMP67 3.0 3.0 19 NC -585 bin_16 88.82 3.12 3761510 216 32062 123680 MEDIUM SPMP67 1.0 18 MEDIUM -586 bin_3 88.32 2.42 6244498 377 32387 191527 MEDIUM SPMP67 1.0 1.0 1.0 18 MEDIUM -587 bin_31 86.29 2.22 2726697 246 23502 62165 MEDIUM SPMP67 1.0 1.0 19 MEDIUM -588 bin_38 84.95 1.17 2409880 155 23640 76092 MEDIUM SPMP67 17 MEDIUM -589 bin_45 84.57 0.35 2050139 184 22275 79062 MEDIUM SPMP67 15 MEDIUM -590 bin_13 83.42 9.97 4465610 453 15972 110737 MEDIUM SPMP67 2.0 2.0 2.0 16 MEDIUM -591 bin_48 80.49 0.69 1879633 131 26394 103271 MEDIUM SPMP67 1.0 2.0 1.0 17 MEDIUM -592 bin_47 77.48 2.09 1964275 170 23039 90188 MEDIUM SPMP67 11 MEDIUM -593 bin_34 75.99 0.22 2576469 351 13819 72495 MEDIUM SPMP67 1.0 1.0 1.0 18 MEDIUM -594 bin_22 75.61 3.49 3293730 330 15538 53856 MEDIUM SPMP67 16 MEDIUM -595 bin_37 75.05 0.95 2470913 230 15867 62172 MEDIUM SPMP67 1.0 1.0 1.0 14 MEDIUM -596 bin_44 74.69 0.83 2187110 321 14742 81448 MEDIUM SPMP67 2.0 2.0 17 MEDIUM -597 bin_2 71.03 0.0 6526795 229 66194 217245 MEDIUM SPMP67 2.0 2.0 2.0 18 MEDIUM -598 bin_6 70.79 5.38 5537937 419 29261 112554 MEDIUM SPMP67 3.0 3.0 3.0 17 MEDIUM -599 bin_30 67.32 2.53 2754495 378 15376 87239 MEDIUM SPMP67 1.0 2.0 1.0 20 MEDIUM -600 bin_43 65.48 0.0 2207882 164 19347 87960 MEDIUM SPMP67 1.0 1.0 1.0 16 MEDIUM -601 bin_25 64.72 0.0 3156594 290 19503 68629 MEDIUM SPMP67 1.0 1.0 18 MEDIUM -602 bin_41 62.08 4.44 2263492 264 14095 58168 MEDIUM SPMP67 5 MEDIUM -603 bin_12 61.15 0.63 4620900 763 11339 59357 MEDIUM SPMP67 12 MEDIUM -604 bin_52 60.57 0.29 1756698 179 17158 65721 MEDIUM SPMP67 1.0 1.0 10 MEDIUM -605 bin_51 54.19 0.34 1779378 200 13392 48652 MEDIUM SPMP67 1.0 10 MEDIUM -636 bin_35 99.68 0.63 2376724 17 465388 613653 HIGH SPMP53 4.0 4.0 4.0 20 HIGH -637 bin_27 99.06 0.61 2861034 37 246294 514344 HIGH SPMP53 7.0 7.0 20 NC -639 bin_8 97.96 3.4 3510365 130 102356 446750 HIGH SPMP53 4.0 4.0 4.0 19 HIGH -640 bin_34 96.1 1.27 2499793 32 722834 955744 HIGH SPMP53 5.0 4.0 5.0 20 HIGH -641 bin_20 95.69 5.67 2963496 84 145417 486151 MEDIUM SPMP53 4.0 4.0 4.0 20 MEDIUM -642 bin_12 94.71 0.19 3252113 33 341392 1108333 HIGH SPMP53 3.0 3.0 2.0 20 HIGH -644 bin_43 92.08 0.45 2107496 15 332129 746945 HIGH SPMP53 1.0 3.0 3.0 20 HIGH -645 bin_22 90.06 2.35 2950038 55 142446 397179 HIGH SPMP53 4.0 5.0 5.0 20 HIGH -646 bin_19 89.66 0.21 2978198 68 114322 525616 MEDIUM SPMP53 1.0 2.0 2.0 19 MEDIUM -647 bin_16 89.21 2.81 3072668 79 160388 307339 MEDIUM SPMP53 2.0 4.0 4.0 20 MEDIUM -648 bin_13 88.69 1.7 3244824 58 199287 467882 MEDIUM SPMP53 2.0 3.0 4.0 20 MEDIUM -649 bin_15 86.76 0.63 3202133 96 102891 245665 MEDIUM SPMP53 3.0 4.0 5.0 19 MEDIUM -650 bin_39 86.24 0.07 2233257 96 40038 257650 MEDIUM SPMP53 1.0 1.0 17 MEDIUM -651 bin_14 85.19 2.32 3220294 114 98553 338078 MEDIUM SPMP53 4.0 4.0 4.0 20 MEDIUM -652 bin_28 85.02 1.7 2852694 78 71348 203797 MEDIUM SPMP53 1.0 2.0 19 MEDIUM -654 bin_30 83.08 0.0 2706919 67 171394 344981 MEDIUM SPMP53 7.0 7.0 20 MEDIUM -655 bin_21 82.75 0.0 2959831 37 238278 468122 MEDIUM SPMP53 2.0 3.0 3.0 20 MEDIUM -656 bin_6 79.88 5.26 3556305 221 67528 213965 MEDIUM SPMP53 2.0 2.0 19 MEDIUM -657 bin_10 78.93 0.0 3361101 122 67843 215996 MEDIUM SPMP53 2.0 3.0 3.0 18 MEDIUM -658 bin_17 78.51 1.51 3054544 153 109326 222500 MEDIUM SPMP53 4.0 6.0 6.0 18 MEDIUM -659 bin_2 77.41 6.26 4726086 227 44467 182541 MEDIUM SPMP53 2.0 2.0 18 MEDIUM -660 bin_33 76.88 0.0 2501567 95 77929 267492 MEDIUM SPMP53 4.0 3.0 19 MEDIUM -661 bin_7 73.46 3.74 3537734 166 52371 266699 MEDIUM SPMP53 2.0 2.0 2.0 20 MEDIUM -662 bin_36 72.76 0.58 2328181 52 124334 402811 MEDIUM SPMP53 2.0 4.0 4.0 17 MEDIUM -663 bin_38 72.55 0.0 2249702 129 32978 90628 MEDIUM SPMP53 2.0 1.0 18 MEDIUM -664 bin_11 71.91 4.35 3312412 179 37763 103145 MEDIUM SPMP53 1.0 1.0 19 MEDIUM -665 bin_29 70.98 1.85 2775384 215 34002 126926 MEDIUM SPMP53 1.0 2.0 2.0 19 MEDIUM -666 bin_44 67.78 0.12 1876208 105 25097 66118 MEDIUM SPMP53 15 MEDIUM -667 bin_5 66.9 8.99 3840024 189 54759 312238 MEDIUM SPMP53 4.0 4.0 4.0 19 MEDIUM -668 bin_32 64.67 0.75 2635121 112 50558 208718 MEDIUM SPMP53 1.0 3.0 2.0 19 MEDIUM -669 bin_18 62.77 3.63 3002458 131 87779 226890 MEDIUM SPMP53 1.0 3.0 3.0 17 MEDIUM -671 bin_41 58.72 2.33 2128224 210 15528 69304 MEDIUM SPMP53 2.0 1.0 15 MEDIUM -672 bin_9 58.22 0.61 3389916 200 29576 103320 MEDIUM SPMP53 15 MEDIUM -673 bin_24 55.12 1.27 2916534 149 33020 106637 MEDIUM SPMP53 2.0 2.0 3.0 18 MEDIUM -674 bin_23 53.82 1.74 2935498 157 55456 234203 MEDIUM SPMP53 1.0 4.0 4.0 20 MEDIUM -731 bin_6 100.0 0.07 3307053 29 238230 653207 HIGH SPMP19 2.0 1.0 20 NC -732 bin_22 100.0 0.12 1636510 33 85168 142555 HIGH SPMP19 20 NC -733 bin_18 100.0 0.0 2243017 29 274128 563775 HIGH SPMP19 4.0 1.0 1.0 20 HIGH -734 bin_7 99.96 0.67 3298245 171 38369 120599 HIGH SPMP19 1.0 18 NC -735 bin_5 99.37 0.34 3339693 118 70932 183742 HIGH SPMP19 18 NC -736 bin_2 99.37 0.0 4268731 280 46565 190516 HIGH SPMP19 1.0 18 NC -737 bin_19 99.33 0.67 2230397 18 233703 374899 HIGH SPMP19 1.0 1.0 20 NC -738 bin_10 99.33 2.01 2763954 113 39432 201241 HIGH SPMP19 17 NC -739 bin_14 99.06 0.0 2648379 73 56687 255383 HIGH SPMP19 1.0 20 NC -740 bin_11 98.63 0.0 2754600 83 59968 232058 HIGH SPMP19 2.0 20 NC -741 bin_16 98.39 0.81 2437050 51 111684 306678 HIGH SPMP19 2.0 1.0 1.0 20 HIGH -742 bin_20 97.99 0.34 2083594 37 145480 446047 HIGH SPMP19 2.0 1.0 20 NC -743 bin_13 97.32 0.0 2650959 65 74015 184168 HIGH SPMP19 3.0 19 NC -744 bin_12 96.64 0.83 2736997 119 46262 182831 HIGH SPMP19 4.0 18 NC -745 bin_8 96.28 2.05 3243874 214 25332 117543 HIGH SPMP19 14 NC -746 bin_3 96.0 4.14 4207540 406 15427 70292 HIGH SPMP19 1.0 14 NC -748 bin_9 95.01 0.0 2850287 102 45963 144341 HIGH SPMP19 3.0 19 NC -749 bin_4 93.18 0.91 3556929 211 26820 110376 HIGH SPMP19 17 NC -750 bin_17 85.61 1.75 2363882 151 24848 87185 MEDIUM SPMP19 17 MEDIUM -751 bin_15 85.1 1.15 2577810 174 26706 102955 MEDIUM SPMP19 14 MEDIUM -752 bin_21 83.89 0.73 1951599 231 11273 45104 MEDIUM SPMP19 10 MEDIUM -753 bin_25 51.72 0.0 815687 198 4798 15574 MEDIUM SPMP19 6 MEDIUM -768 bin_38 99.91 1.61 2084481 27 222576 455630 HIGH SPMP02 2.0 2.0 2.0 20 HIGH -769 bin_31 99.3 0.0 2513829 37 217629 469840 HIGH SPMP02 6.0 5.0 5.0 20 HIGH -770 bin_26 99.16 0.06 2721571 31 155447 273843 HIGH SPMP02 1.0 1.0 18 NC -771 bin_34 98.99 3.02 2327347 25 172984 604757 HIGH SPMP02 3.0 3.0 20 NC -772 bin_12 98.92 4.11 3911291 42 214306 644982 HIGH SPMP02 5.0 5.0 20 NC -773 bin_21 98.71 5.78 2972616 79 187427 333254 MEDIUM SPMP02 5.0 4.0 4.0 20 MEDIUM -774 bin_10 98.6 1.41 4484742 48 316794 1368689 HIGH SPMP02 3.0 3.0 19 NC -775 bin_11 98.29 3.16 4024734 25 769277 923401 HIGH SPMP02 3.0 7.0 7.0 20 HIGH -776 bin_35 98.1 0.02 2231927 4 1354465 1354465 HIGH SPMP02 3.0 3.0 3.0 20 HIGH -777 bin_7 98.1 0.19 4862970 50 475048 1032432 HIGH SPMP02 8.0 7.0 7.0 20 HIGH -778 bin_4 98.0 1.02 5019226 69 214721 463971 HIGH SPMP02 6.0 6.0 6.0 20 HIGH -779 bin_17 97.95 1.75 3200835 55 178697 447011 HIGH SPMP02 3.0 3.0 20 NC -780 bin_27 97.94 4.01 2629648 22 1900691 1900691 HIGH SPMP02 6.0 6.0 6.0 20 HIGH -781 bin_13 97.89 0.0 3765774 42 496493 765101 HIGH SPMP02 7.0 7.0 7.0 20 HIGH -782 bin_36 97.73 0.64 2183513 7 587666 1034055 HIGH SPMP02 6.0 5.0 6.0 20 HIGH -783 bin_8 97.66 0.89 4828524 91 93553 310383 HIGH SPMP02 2.0 2.0 2.0 18 HIGH -784 bin_1 97.64 0.29 6505083 61 337473 814234 HIGH SPMP02 3.0 3.0 3.0 20 HIGH -785 bin_40 97.32 0.0 2063885 10 1383590 1383590 HIGH SPMP02 3.0 2.0 2.0 20 HIGH -786 bin_39 97.27 1.01 2070390 1 2070390 2070390 HIGH SPMP02 2.0 2.0 2.0 20 HIGH -787 bin_3 97.24 2.05 5294640 135 134905 545696 HIGH SPMP02 4.0 5.0 4.0 20 HIGH -788 bin_25 96.64 1.34 2782903 19 442618 960836 HIGH SPMP02 7.0 7.0 7.0 20 HIGH -789 bin_6 96.39 1.87 4877076 59 168964 394048 HIGH SPMP02 6.0 4.0 4.0 19 HIGH -790 bin_24 95.77 4.95 2822358 121 245887 572130 HIGH SPMP02 1.0 2.0 2.0 20 HIGH -791 bin_9 95.25 2.0 4585297 51 341731 416517 HIGH SPMP02 2.0 7.0 7.0 20 HIGH -792 bin_2 94.94 1.6 6054537 78 132217 520770 HIGH SPMP02 2.0 2.0 2.0 20 HIGH -793 bin_20 91.37 0.97 3000212 56 248693 742393 HIGH SPMP02 3.0 3.0 20 NC -794 bin_15 91.03 0.74 3629566 53 112317 326519 HIGH SPMP02 1.0 1.0 1.0 19 HIGH -795 bin_19 89.29 0.69 3023263 92 59536 189617 MEDIUM SPMP02 17 MEDIUM -796 bin_5 84.06 1.59 4886254 384 26510 104213 MEDIUM SPMP02 1.0 1.0 17 MEDIUM -797 bin_32 83.97 7.44 2454495 136 33649 185606 MEDIUM SPMP02 1.0 1.0 1.0 19 MEDIUM -798 bin_23 75.74 0.27 2858063 291 15762 84000 MEDIUM SPMP02 1.0 2.0 1.0 16 MEDIUM -799 bin_37 74.14 0.0 2147571 43 76408 188239 MEDIUM SPMP02 1.0 1.0 1.0 18 MEDIUM -800 bin_41 72.51 0.0 2018710 189 18751 89767 MEDIUM SPMP02 1.0 1.0 18 MEDIUM -801 bin_29 69.07 1.41 2556975 130 32037 113599 MEDIUM SPMP02 3 MEDIUM -804 bin_43 66.87 2.18 1763797 118 24939 61272 MEDIUM SPMP02 14 MEDIUM -805 bin_42 66.69 6.85 1784173 89 35434 90832 MEDIUM SPMP02 3.0 3.0 2.0 16 MEDIUM -807 bin_45 64.42 0.7 1570863 161 14410 61170 MEDIUM SPMP02 1.0 7 MEDIUM -808 bin_22 63.6 0.01 2962860 134 34764 109120 MEDIUM SPMP02 1.0 1.0 1.0 15 MEDIUM -809 bin_18 56.13 0.23 3100727 266 18097 73407 MEDIUM SPMP02 1.0 1.0 1.0 12 MEDIUM -810 bin_44 52.24 0.19 1692386 145 17855 45099 MEDIUM SPMP02 9 MEDIUM -811 bin_30 52.14 0.0 2520612 164 25149 58335 MEDIUM SPMP02 17 MEDIUM -828 bin_8 100.0 4.83 3103633 196 53104 267498 HIGH SPMP07 3.0 19 NC -829 bin_19 100.0 1.27 2379636 68 74403 188611 HIGH SPMP07 5.0 20 NC -830 bin_15 99.42 0.03 2695040 212 24372 87080 HIGH SPMP07 16 NC -831 bin_21 99.35 0.92 2205282 95 42482 152764 HIGH SPMP07 20 NC -832 bin_7 99.19 2.43 3231247 433 11832 65570 HIGH SPMP07 1.0 18 NC -833 bin_9 99.12 0.0 2974309 150 41628 170982 HIGH SPMP07 17 NC -834 bin_5 98.73 1.58 3807052 150 43733 160556 HIGH SPMP07 18 NC -835 bin_24 98.64 1.61 1848166 136 22246 86707 HIGH SPMP07 1.0 1.0 18 NC -836 bin_11 98.52 1.58 2884179 245 20389 93926 HIGH SPMP07 15 NC -837 bin_6 98.31 1.69 3576459 227 36481 174625 HIGH SPMP07 2.0 18 NC -838 bin_3 98.09 0.83 4529602 374 19220 133178 HIGH SPMP07 1.0 19 NC -839 bin_10 97.93 0.73 2897918 321 16099 60445 HIGH SPMP07 16 NC -840 bin_1 97.37 2.62 5216515 402 22398 76676 HIGH SPMP07 1.0 18 NC -841 bin_16 95.51 0.31 2626604 360 12734 119827 HIGH SPMP07 1.0 15 NC -842 bin_17 94.37 2.67 2427953 313 11201 74840 HIGH SPMP07 1.0 18 NC -843 bin_2 93.14 7.69 4544111 1318 4499 59450 MEDIUM SPMP07 1.0 17 MEDIUM -845 bin_13 92.44 3.32 2752031 430 9757 43491 HIGH SPMP07 14 NC -846 bin_27 90.91 0.0 1756052 3 1092540 1092540 HIGH SPMP07 1.0 20 NC -847 bin_23 87.57 1.32 1881205 314 7787 30640 MEDIUM SPMP07 16 MEDIUM -848 bin_18 86.22 1.22 2412460 334 11012 34871 MEDIUM SPMP07 11 MEDIUM -849 bin_20 85.78 1.9 2295349 379 7489 25988 MEDIUM SPMP07 1.0 13 MEDIUM -850 bin_25 84.9 2.41 1824845 460 4791 19162 MEDIUM SPMP07 7 MEDIUM -851 bin_12 84.23 2.84 2868343 446 8507 37550 MEDIUM SPMP07 14 MEDIUM -852 bin_14 82.27 3.98 2741456 678 5325 28835 MEDIUM SPMP07 12 MEDIUM -853 bin_26 77.32 8.77 1778356 830 2287 27207 MEDIUM SPMP07 18 MEDIUM -854 bin_29 74.54 0.95 1490865 402 4349 15430 MEDIUM SPMP07 15 MEDIUM -855 bin_22 71.54 0.84 1938704 530 4654 43930 MEDIUM SPMP07 5 MEDIUM -856 bin_28 68.29 4.63 1532610 827 1942 11948 MEDIUM SPMP07 7 MEDIUM -866 bin_20 100.0 1.61 2417667 84 47837 122488 HIGH SPMP20 2.0 1.0 1.0 20 HIGH -867 bin_9 99.36 0.97 3155677 153 62642 221497 HIGH SPMP20 19 NC -868 bin_22 99.33 1.23 2338213 98 37597 147037 HIGH SPMP20 2.0 20 NC -869 bin_13 98.91 0.0 2757484 145 35306 131327 HIGH SPMP20 16 NC -870 bin_10 98.73 5.18 3021146 105 62774 208012 MEDIUM SPMP20 14 MEDIUM -871 bin_12 98.66 0.0 2846395 136 38596 140946 HIGH SPMP20 18 NC -872 bin_5 98.31 0.63 3411528 124 75119 253727 HIGH SPMP20 18 NC -873 bin_6 96.79 1.12 3374204 96 52162 191777 HIGH SPMP20 1.0 19 NC -874 bin_15 96.64 0.67 2719217 94 52963 182938 HIGH SPMP20 3.0 19 NC -875 bin_11 96.64 2.59 2994046 153 40123 143074 HIGH SPMP20 15 NC -876 bin_17 95.21 0.0 2542040 76 50838 195474 HIGH SPMP20 1.0 16 NC -877 bin_28 95.1 1.78 2043420 94 37759 113341 HIGH SPMP20 2.0 20 NC -878 bin_26 94.71 0.0 2143383 145 25276 114717 HIGH SPMP20 1.0 18 NC -879 bin_21 94.49 0.44 2401468 102 46004 132934 HIGH SPMP20 20 NC -880 bin_7 93.47 2.15 3241284 282 18720 100867 HIGH SPMP20 14 NC -881 bin_34 91.94 1.08 1609376 169 13145 41837 HIGH SPMP20 11 NC -882 bin_19 91.8 3.8 2436952 230 15964 41866 HIGH SPMP20 11 NC -883 bin_8 89.08 1.27 3168131 340 12872 40736 MEDIUM SPMP20 13 MEDIUM -884 bin_14 88.44 1.59 2747966 203 23360 61263 MEDIUM SPMP20 17 MEDIUM -885 bin_31 88.4 1.58 1869986 283 7754 44939 MEDIUM SPMP20 1.0 1.0 14 MEDIUM -886 bin_2 87.64 1.87 3850991 103 74364 234939 MEDIUM SPMP20 1.0 18 MEDIUM -887 bin_4 84.16 2.71 3513831 568 9274 42407 MEDIUM SPMP20 14 MEDIUM -888 bin_35 83.45 1.34 1514259 238 7484 25511 MEDIUM SPMP20 6 MEDIUM -889 bin_16 81.68 1.27 2651228 223 20499 88488 MEDIUM SPMP20 7 MEDIUM -890 bin_24 81.19 2.14 2282305 109 39323 144731 MEDIUM SPMP20 3.0 19 MEDIUM -891 bin_30 79.9 2.72 2019202 169 16686 88062 MEDIUM SPMP20 1.0 17 MEDIUM -892 bin_37 77.29 0.0 1368889 166 11524 29825 MEDIUM SPMP20 14 MEDIUM -893 bin_23 70.18 0.0 2286841 219 14458 44276 MEDIUM SPMP20 12 MEDIUM -894 bin_18 63.08 0.0 2474135 474 5613 32092 MEDIUM SPMP20 9 MEDIUM -895 bin_3 53.62 0.0 3528513 586 7125 54603 MEDIUM SPMP20 7 MEDIUM -933 bin_18 99.39 0.0 2273732 4 1358411 1358411 HIGH SPMP58 2.0 2.0 20 NC -934 bin_15 99.05 0.0 2803416 15 869758 904168 HIGH SPMP58 5.0 5.0 20 NC -935 bin_10 98.15 2.68 3341719 15 2299748 2299748 HIGH SPMP58 6.0 6.0 6.0 20 HIGH -936 bin_20 98.02 0.63 2192412 13 481292 717610 HIGH SPMP58 4.0 3.0 4.0 20 HIGH -937 bin_1 97.53 3.61 6107250 277 234685 629786 HIGH SPMP58 4.0 6.0 6.0 20 HIGH -938 bin_11 96.02 0.63 3334698 14 940323 1057192 HIGH SPMP58 4.0 4.0 4.0 15 NC -939 bin_3 93.37 2.07 5235123 81 130070 527734 HIGH SPMP58 1.0 2.0 2.0 20 HIGH -940 bin_14 92.46 0.0 2900215 59 89520 545440 HIGH SPMP58 2.0 3.0 3.0 20 HIGH -941 bin_7 89.49 6.13 3795290 38 350065 971586 MEDIUM SPMP58 5.0 5.0 5.0 20 MEDIUM -942 bin_13 86.01 0.58 2959956 27 354870 857616 MEDIUM SPMP58 2.0 3.0 3.0 19 MEDIUM -943 bin_21 79.26 0.65 2138234 59 54987 113500 MEDIUM SPMP58 2.0 1.0 1.0 18 MEDIUM -944 bin_2 77.12 0.0 5904555 114 126272 462775 MEDIUM SPMP58 17 MEDIUM -945 bin_19 73.02 0.78 2233419 55 115463 174199 MEDIUM SPMP58 1.0 1.0 19 MEDIUM -946 bin_8 71.73 0.09 3742185 102 123783 446874 MEDIUM SPMP58 2.0 2.0 18 MEDIUM -947 bin_12 71.57 0.0 3178447 56 123413 367608 MEDIUM SPMP58 1.0 2.0 19 MEDIUM -948 bin_5 70.54 9.11 4495846 387 17970 81399 MEDIUM SPMP58 16 MEDIUM -949 bin_4 60.47 0.0 5079191 425 19856 85142 MEDIUM SPMP58 15 MEDIUM -950 bin_6 59.04 0.8 4055759 56 96213 251103 MEDIUM SPMP58 1.0 1.0 1.0 17 MEDIUM -951 bin_9 56.29 0.63 3732493 322 22722 161673 MEDIUM SPMP58 1.0 2.0 2.0 19 MEDIUM -952 bin_17 52.52 0.0 2623899 101 45754 194121 MEDIUM SPMP58 2.0 4.0 2.0 16 MEDIUM -977 bin_8 99.52 0.48 3264227 140 63043 236439 HIGH SPMP84 19 NC -978 bin_20 99.42 0.0 2631574 86 67016 128953 HIGH SPMP84 18 NC -979 bin_5 99.37 4.0 3410017 241 30621 151190 HIGH SPMP84 17 NC -980 bin_13 99.37 1.27 3103732 148 38661 94973 HIGH SPMP84 1.0 17 NC -981 bin_23 99.33 0.67 2313741 89 54548 368802 HIGH SPMP84 1.0 19 NC -982 bin_11 99.33 2.68 3134959 164 55659 136133 HIGH SPMP84 18 NC -983 bin_16 99.32 2.4 2819324 78 137847 323414 HIGH SPMP84 6.0 19 NC -984 bin_18 99.06 0.94 2716238 139 41318 114624 HIGH SPMP84 1.0 1.0 19 NC -985 bin_21 98.72 1.44 2548052 50 146387 365108 HIGH SPMP84 1.0 1.0 1.0 20 HIGH -986 bin_17 98.66 0.0 2798064 32 170499 271917 HIGH SPMP84 19 NC -987 bin_14 98.63 0.0 2972333 111 82897 207054 HIGH SPMP84 2.0 18 NC -988 bin_12 98.31 0.16 3116838 179 37976 114862 HIGH SPMP84 1.0 16 NC -989 bin_25 97.99 0.34 2198445 59 127431 210999 HIGH SPMP84 2.0 19 NC -990 bin_6 97.67 0.59 3397360 239 31987 131651 HIGH SPMP84 14 NC -991 bin_4 96.84 0.95 3695047 207 35742 109750 HIGH SPMP84 17 NC -992 bin_7 96.6 1.02 3325595 287 20615 88376 HIGH SPMP84 2.0 17 NC -993 bin_27 96.41 0.9 1971553 144 22247 74323 HIGH SPMP84 1.0 19 NC -994 bin_3 95.75 8.92 3769569 758 7555 39091 MEDIUM SPMP84 16 MEDIUM -995 bin_31 92.7 4.49 1295821 28 98780 208749 HIGH SPMP84 1.0 1.0 20 NC -996 bin_29 86.71 2.42 1691227 229 9558 32257 MEDIUM SPMP84 16 MEDIUM -997 bin_1 83.17 7.81 4702510 1303 4804 55977 MEDIUM SPMP84 15 MEDIUM -998 bin_2 82.66 3.11 4137282 595 8947 50448 MEDIUM SPMP84 17 MEDIUM -999 bin_15 81.34 1.73 2877282 339 11482 65747 MEDIUM SPMP84 1.0 15 MEDIUM -1000 bin_28 81.17 2.01 1794948 259 8928 26035 MEDIUM SPMP84 13 MEDIUM -1001 bin_10 81.17 0.53 3151331 620 7058 37386 MEDIUM SPMP84 10 MEDIUM -1002 bin_19 79.97 1.36 2698907 581 5899 29395 MEDIUM SPMP84 11 MEDIUM -1003 bin_26 79.53 0.0 2075380 267 10486 143354 MEDIUM SPMP84 2.0 12 MEDIUM -1005 bin_30 65.53 0.57 1473310 214 8567 26407 MEDIUM SPMP84 12 MEDIUM -1006 bin_34 65.21 0.0 1221305 215 7136 24032 MEDIUM SPMP84 6 MEDIUM -1007 bin_24 63.67 3.51 2219318 537 5554 23964 MEDIUM SPMP84 9 MEDIUM -1008 bin_22 59.98 1.83 2396973 324 11961 40930 MEDIUM SPMP84 2.0 15 MEDIUM -1009 bin_33 53.78 0.77 1256844 258 5746 24288 MEDIUM SPMP84 3.0 1.0 1.0 13 MEDIUM -1040 bin_2 99.75 2.77 5619472 78 233571 558429 HIGH SPMP13 7.0 7.0 7.0 20 HIGH -1041 bin_27 99.11 2.01 3029395 42 202611 673948 HIGH SPMP13 6.0 7.0 7.0 20 HIGH -1042 bin_13 99.05 2.43 3785029 80 161105 514509 HIGH SPMP13 4.0 8.0 7.0 20 HIGH -1043 bin_41 98.96 1.15 2486056 12 796646 841324 HIGH SPMP13 4.0 4.0 20 NC -1044 bin_52 98.77 0.68 2245320 11 2141236 2141236 HIGH SPMP13 5.0 4.0 4.0 20 HIGH -1045 bin_18 98.54 2.44 3175826 78 138840 419832 HIGH SPMP13 2.0 2.0 2.0 17 NC -1046 bin_21 98.49 0.67 3129835 51 236156 381385 HIGH SPMP13 3.0 2.0 2.0 20 HIGH -1047 bin_7 98.42 6.22 4387423 234 117914 356844 MEDIUM SPMP13 5.0 6.0 6.0 20 MEDIUM -1048 bin_14 98.39 0.67 3679061 99 65463 251717 HIGH SPMP13 2.0 2.0 2.0 20 HIGH -1049 bin_35 98.38 1.2 2684649 46 181496 397647 HIGH SPMP13 1.0 1.0 1.0 19 HIGH -1050 bin_3 98.3 0.93 5332858 54 333116 981591 HIGH SPMP13 4.0 4.0 5.0 20 HIGH -1051 bin_6 98.28 4.7 4391800 98 130231 600545 HIGH SPMP13 1.0 2.0 2.0 20 HIGH -1052 bin_57 98.15 0.67 2136003 20 547317 694440 HIGH SPMP13 3.0 2.0 2.0 20 HIGH -1053 bin_66 98.0 0.0 1819704 5 1782837 1782837 HIGH SPMP13 2.0 2.0 18 NC -1054 bin_34 97.93 4.03 2739190 45 185523 421851 HIGH SPMP13 2.0 2.0 2.0 20 HIGH -1055 bin_38 97.85 0.0 2609921 43 203148 661934 HIGH SPMP13 1.0 1.0 1.0 19 HIGH -1056 bin_23 97.8 3.74 3110940 81 95918 300690 HIGH SPMP13 3.0 3.0 3.0 19 HIGH -1057 bin_29 97.15 0.0 2968477 40 157797 491503 HIGH SPMP13 2.0 2.0 20 NC -1058 bin_42 97.1 8.06 2448986 19 201410 435989 MEDIUM SPMP13 4.0 3.0 4.0 20 MEDIUM -1059 bin_55 96.77 0.0 2169386 43 140241 405375 HIGH SPMP13 1.0 1.0 20 NC -1060 bin_26 96.58 0.0 3035620 28 428174 504522 HIGH SPMP13 4.0 4.0 4.0 20 HIGH -1061 bin_25 96.35 0.58 3064077 77 137043 297494 HIGH SPMP13 4.0 3.0 18 NC -1062 bin_32 96.0 0.0 2872216 41 232924 913991 HIGH SPMP13 1.0 1.0 1.0 15 NC -1063 bin_39 95.87 0.0 2518593 33 182497 628852 HIGH SPMP13 3.0 1.0 1.0 20 HIGH -1064 bin_17 95.76 0.0 3250988 101 168715 525498 HIGH SPMP13 4.0 4.0 4.0 20 HIGH -1065 bin_22 95.5 1.36 3110971 120 81847 321007 HIGH SPMP13 2.0 2.0 2.0 19 HIGH -1066 bin_51 95.33 0.73 2260685 54 114871 325332 HIGH SPMP13 2.0 2.0 20 NC -1067 bin_33 95.01 1.44 2791714 53 120559 862963 HIGH SPMP13 2.0 2.0 2.0 19 HIGH -1068 bin_20 94.56 1.52 3151197 61 195294 562693 HIGH SPMP13 5.0 4.0 4.0 20 HIGH -1069 bin_40 94.3 0.67 2495066 35 181846 579676 HIGH SPMP13 3.0 3.0 3.0 20 HIGH -1070 bin_47 94.22 0.0 2336194 115 49432 145096 HIGH SPMP13 19 NC -1071 bin_28 94.18 2.01 2984306 125 56153 263868 HIGH SPMP13 1.0 1.0 1.0 20 HIGH -1072 bin_12 93.95 1.01 3845098 91 104199 234943 HIGH SPMP13 2.0 2.0 2.0 20 HIGH -1073 bin_11 93.29 1.68 3917568 123 86266 370405 HIGH SPMP13 2.0 18 NC -1074 bin_50 93.27 1.34 2296346 51 168954 435979 HIGH SPMP13 2.0 1.0 1.0 20 HIGH -1075 bin_15 90.8 2.74 3600024 79 116726 279080 HIGH SPMP13 1.0 4.0 4.0 19 HIGH -1076 bin_5 90.43 1.24 4823410 150 71026 256316 HIGH SPMP13 3.0 5.0 4.0 20 HIGH -1077 bin_46 89.31 0.0 2379946 34 177638 376686 MEDIUM SPMP13 1.0 20 MEDIUM -1078 bin_1 89.1 4.31 8031851 139 114916 367378 MEDIUM SPMP13 2.0 2.0 19 MEDIUM -1079 bin_24 88.7 0.3 3094869 76 112614 295604 MEDIUM SPMP13 1.0 4.0 4.0 19 MEDIUM -1080 bin_36 87.22 7.21 2665907 92 56568 171102 MEDIUM SPMP13 3.0 3.0 3.0 20 MEDIUM -1081 bin_60 87.06 0.93 2058789 89 40060 232940 MEDIUM SPMP13 1.0 18 MEDIUM -1082 bin_58 86.68 1.34 2078779 104 48064 166754 MEDIUM SPMP13 1.0 17 MEDIUM -1083 bin_54 85.58 1.75 2196416 125 32417 171767 MEDIUM SPMP13 1.0 15 MEDIUM -1084 bin_37 83.65 0.0 2624872 129 37908 116362 MEDIUM SPMP13 1.0 1.0 1.0 16 MEDIUM -1085 bin_16 81.27 1.72 3333965 121 51842 199133 MEDIUM SPMP13 2.0 1.0 1.0 15 MEDIUM -1086 bin_4 80.8 9.87 4924048 331 42387 239268 MEDIUM SPMP13 2.0 4.0 4.0 18 MEDIUM -1087 bin_48 77.69 1.34 2333940 136 38009 184165 MEDIUM SPMP13 19 MEDIUM -1088 bin_49 74.96 0.0 2300916 63 70974 213642 MEDIUM SPMP13 2.0 2.0 20 MEDIUM -1089 bin_63 74.17 0.95 1944394 98 40703 118319 MEDIUM SPMP13 1.0 18 MEDIUM -1090 bin_8 73.28 1.72 4101582 161 38051 104044 MEDIUM SPMP13 1.0 2.0 2.0 19 MEDIUM -1091 bin_31 72.03 1.79 2874668 106 53993 122114 MEDIUM SPMP13 1.0 1.0 17 MEDIUM -1092 bin_70 70.6 0.38 1544247 74 30939 96603 MEDIUM SPMP13 18 MEDIUM -1093 bin_53 70.03 1.48 2223428 109 43203 114667 MEDIUM SPMP13 2.0 2.0 15 MEDIUM -1095 bin_65 67.07 1.45 1846518 140 22753 76606 MEDIUM SPMP13 16 MEDIUM -1097 bin_45 65.49 1.89 2434138 156 32358 77389 MEDIUM SPMP13 1.0 2.0 1.0 18 MEDIUM -1098 bin_62 63.02 1.1 2021265 106 41673 129209 MEDIUM SPMP13 1.0 1.0 11 MEDIUM -1099 bin_68 62.26 0.04 1753722 108 28016 78229 MEDIUM SPMP13 7 MEDIUM -1100 bin_43 58.4 0.0 2448694 181 21807 71894 MEDIUM SPMP13 17 MEDIUM -1102 bin_44 57.23 1.58 2443810 151 32525 140269 MEDIUM SPMP13 1.0 1.0 1.0 16 MEDIUM -1103 bin_56 54.45 1.27 2165338 130 28056 86556 MEDIUM SPMP13 1.0 1.0 10 MEDIUM -1104 bin_19 53.45 0.0 3165030 191 24914 76853 MEDIUM SPMP13 12 MEDIUM -1151 bin_37 99.19 0.81 2348702 22 217330 1031701 HIGH SPMP60 4.0 5.0 5.0 20 HIGH -1152 bin_38 98.64 1.01 2300430 12 433804 946562 HIGH SPMP60 4.0 4.0 4.0 20 HIGH -1153 bin_7 98.62 1.33 4443019 66 347089 483702 HIGH SPMP60 2.0 4.0 4.0 20 HIGH -1154 bin_1 97.89 4.89 5400129 111 241347 742841 HIGH SPMP60 2.0 5.0 5.0 20 HIGH -1155 bin_45 96.88 1.07 1915212 16 463435 514942 HIGH SPMP60 6.0 7.0 7.0 20 HIGH -1156 bin_6 96.83 4.97 4509381 187 257694 656661 HIGH SPMP60 2.0 4.0 4.0 20 HIGH -1157 bin_43 96.75 0.0 2115039 1 2115039 2115039 HIGH SPMP60 5.0 4.0 4.0 20 HIGH -1158 bin_8 96.61 4.75 4196232 71 325100 1018715 HIGH SPMP60 3.0 4.0 3.0 19 HIGH -1159 bin_23 96.5 1.25 3121964 35 238390 494278 HIGH SPMP60 6.0 6.0 6.0 20 HIGH -1160 bin_15 95.64 2.6 3658378 37 244754 527538 HIGH SPMP60 6.0 7.0 7.0 20 HIGH -1161 bin_9 95.42 1.16 3989502 59 190698 765384 HIGH SPMP60 4.0 5.0 4.0 19 HIGH -1162 bin_16 95.15 1.9 3590770 44 250971 979304 HIGH SPMP60 5.0 5.0 5.0 20 HIGH -1163 bin_40 94.99 0.68 2249269 2 1380608 1380608 HIGH SPMP60 3.0 4.0 4.0 20 HIGH -1164 bin_17 93.71 2.48 3547797 59 167553 392196 HIGH SPMP60 3.0 3.0 19 NC -1165 bin_46 92.62 0.0 1851300 13 292242 555669 HIGH SPMP60 1.0 19 NC -1166 bin_10 92.5 1.3 3965938 68 134593 580888 HIGH SPMP60 1.0 1.0 19 NC -1167 bin_19 92.18 0.0 3399256 49 242913 372899 HIGH SPMP60 3.0 3.0 3.0 20 HIGH -1168 bin_4 92.11 0.38 4829872 73 128617 487861 HIGH SPMP60 2.0 4.0 4.0 20 HIGH -1169 bin_11 90.82 0.95 3825394 46 272701 521056 HIGH SPMP60 5.0 5.0 20 NC -1170 bin_25 90.3 1.2 3041425 51 308918 563867 HIGH SPMP60 2.0 2.0 2.0 20 HIGH -1171 bin_3 90.25 2.85 4855000 198 120251 281894 HIGH SPMP60 3.0 6.0 6.0 20 HIGH -1172 bin_14 89.06 4.03 3690908 145 123130 569139 MEDIUM SPMP60 3.0 4.0 4.0 20 MEDIUM -1173 bin_27 88.77 2.68 2945330 43 327829 736657 MEDIUM SPMP60 6.0 8.0 8.0 20 MEDIUM -1174 bin_31 88.7 0.0 2623373 23 679675 1305084 MEDIUM SPMP60 2.0 2.0 14 MEDIUM -1175 bin_20 88.26 0.21 3376205 42 196646 359536 MEDIUM SPMP60 5.0 5.0 6.0 20 MEDIUM -1176 bin_30 87.61 0.06 2802857 47 276064 546004 MEDIUM SPMP60 3.0 2.0 2.0 20 MEDIUM -1177 bin_28 87.01 0.0 2919814 49 198114 622154 MEDIUM SPMP60 7.0 7.0 19 MEDIUM -1178 bin_5 86.97 3.16 4673943 105 151809 374011 MEDIUM SPMP60 1.0 2.0 2.0 19 MEDIUM -1179 bin_33 86.83 1.44 2575980 60 96406 411022 MEDIUM SPMP60 1.0 1.0 1.0 17 MEDIUM -1180 bin_12 86.79 0.21 3747429 113 147764 318385 MEDIUM SPMP60 3.0 5.0 5.0 19 MEDIUM -1181 bin_21 82.7 2.21 3335713 141 60357 205408 MEDIUM SPMP60 4.0 4.0 4.0 20 MEDIUM -1182 bin_2 80.24 0.79 5008002 240 66102 204268 MEDIUM SPMP60 4.0 3.0 3.0 18 MEDIUM -1183 bin_36 77.15 8.54 2366847 120 60070 137111 MEDIUM SPMP60 2.0 3.0 3.0 16 MEDIUM -1184 bin_22 76.39 1.01 3235074 84 113125 293331 MEDIUM SPMP60 2.0 2.0 1.0 19 MEDIUM -1185 bin_34 74.88 0.0 2559990 26 383325 515507 MEDIUM SPMP60 2.0 2.0 2.0 19 MEDIUM -1186 bin_32 72.06 0.73 2590127 187 27410 79422 MEDIUM SPMP60 18 MEDIUM -1187 bin_24 71.75 0.74 3101860 79 60916 181916 MEDIUM SPMP60 2.0 2.0 17 MEDIUM -1188 bin_41 68.46 0.34 2138797 100 36540 127867 MEDIUM SPMP60 1.0 3.0 3.0 17 MEDIUM -1189 bin_52 66.67 0.0 1092400 4 283903 324875 MEDIUM SPMP60 5 MEDIUM -1190 bin_18 64.9 0.0 3413586 294 27588 172484 MEDIUM SPMP60 1.0 4.0 4.0 17 MEDIUM -1191 bin_13 58.87 0.0 3703692 162 43869 130007 MEDIUM SPMP60 1.0 2.0 2.0 17 MEDIUM -1222 bin_22 99.54 3.36 2538479 49 648311 909260 HIGH SPMP50 1.0 1.0 20 NC -1223 bin_12 99.32 5.44 3251869 57 154486 369117 MEDIUM SPMP50 5.0 4.0 5.0 20 MEDIUM -1225 bin_5 98.73 0.95 3677888 49 539841 691598 HIGH SPMP50 1.0 4.0 4.0 18 HIGH -1226 bin_17 98.73 0.0 2906131 21 429480 565137 HIGH SPMP50 3.0 3.0 20 NC -1227 bin_8 96.92 0.0 3507762 15 940623 1127390 HIGH SPMP50 5.0 5.0 5.0 20 HIGH -1228 bin_9 96.69 1.66 3353679 28 906270 1206738 HIGH SPMP50 3.0 3.0 20 NC -1229 bin_2 96.43 1.85 4109556 73 119916 496843 HIGH SPMP50 2.0 2.0 2.0 19 HIGH -1230 bin_26 96.42 1.56 2307468 35 578045 1050538 HIGH SPMP50 2.0 2.0 2.0 20 HIGH -1231 bin_27 96.15 1.06 2255372 43 178400 290623 HIGH SPMP50 3.0 2.0 1.0 18 HIGH -1232 bin_10 95.23 0.0 3349937 10 700727 1247438 HIGH SPMP50 3.0 3.0 3.0 18 HIGH -1233 bin_31 94.49 2.16 1992635 36 1521664 1521664 HIGH SPMP50 1.0 3.0 3.0 19 HIGH -1234 bin_15 92.21 0.63 3072477 46 155488 393227 HIGH SPMP50 1.0 2.0 2.0 19 HIGH -1235 bin_7 91.69 0.0 3534502 28 380053 1089161 HIGH SPMP50 1.0 2.0 2.0 20 HIGH -1237 bin_29 88.47 1.34 2081433 33 225216 337799 MEDIUM SPMP50 5.0 5.0 5.0 20 MEDIUM -1238 bin_16 83.84 0.21 2930806 57 131989 262499 MEDIUM SPMP50 1.0 1.0 17 MEDIUM -1239 bin_18 83.54 0.63 2822502 35 303040 389444 MEDIUM SPMP50 4.0 4.0 20 MEDIUM -1240 bin_28 79.81 0.0 2146671 82 46425 138335 MEDIUM SPMP50 2.0 1.0 1.0 20 MEDIUM -1241 bin_24 76.67 0.0 2372113 107 44120 185040 MEDIUM SPMP50 19 MEDIUM -1242 bin_30 76.6 0.0 1997562 48 116228 195729 MEDIUM SPMP50 2.0 3.0 3.0 19 MEDIUM -1243 bin_19 75.72 1.07 2651297 102 45072 136252 MEDIUM SPMP50 17 MEDIUM -1244 bin_4 75.2 7.96 3802933 149 90399 397099 MEDIUM SPMP50 2.0 4.0 4.0 16 MEDIUM -1245 bin_11 71.76 0.09 3322937 148 56176 153831 MEDIUM SPMP50 1.0 3.0 19 MEDIUM -1246 bin_35 66.45 0.96 1865398 20 145815 304577 MEDIUM SPMP50 1.0 1.0 1.0 14 MEDIUM -1247 bin_6 61.82 0.32 3614995 163 38496 138860 MEDIUM SPMP50 1.0 1.0 14 MEDIUM -1248 bin_33 60.79 0.38 1951153 113 30122 118639 MEDIUM SPMP50 13 MEDIUM -1249 bin_32 58.62 0.0 1971591 5 426487 691580 MEDIUM SPMP50 12 MEDIUM -1250 bin_23 56.17 0.42 2529147 23 120659 276255 MEDIUM SPMP50 2.0 1.0 1.0 19 MEDIUM -1251 bin_38 54.87 0.0 1544944 5 279485 387279 MEDIUM SPMP50 1.0 4.0 4.0 15 MEDIUM -1288 bin_47 100.0 0.0 1808009 144 21583 101220 HIGH SPMP18 1.0 1.0 18 NC -1289 bin_41 100.0 0.9 2160701 69 56740 137406 HIGH SPMP18 2.0 1.0 19 NC -1290 bin_33 99.52 0.96 2383499 77 64168 183544 HIGH SPMP18 1.0 19 NC -1291 bin_11 99.37 4.27 3331427 216 57001 163767 HIGH SPMP18 16 NC -1292 bin_40 99.33 1.01 2186643 97 42387 96001 HIGH SPMP18 2.0 20 NC -1293 bin_36 99.33 0.34 2242726 79 44574 206946 HIGH SPMP18 2.0 20 NC -1294 bin_21 99.33 0.34 2760743 28 386607 574437 HIGH SPMP18 18 NC -1295 bin_9 99.17 2.48 3429944 210 73150 191896 HIGH SPMP18 17 NC -1296 bin_22 98.75 2.17 2733920 130 35787 138248 HIGH SPMP18 17 NC -1297 bin_38 98.66 0.0 2204404 124 39622 122146 HIGH SPMP18 1.0 19 NC -1298 bin_18 98.66 0.67 2891626 112 50130 125119 HIGH SPMP18 1.0 18 NC -1299 bin_5 98.63 3.21 3757855 138 61494 205521 HIGH SPMP18 3.0 18 NC -1300 bin_1 98.47 6.56 5236959 829 9235 53345 MEDIUM SPMP18 1.0 18 MEDIUM -1301 bin_12 98.45 1.69 3298205 225 71926 213140 HIGH SPMP18 19 NC -1302 bin_7 98.31 7.09 3655894 593 9251 46846 MEDIUM SPMP18 17 MEDIUM -1303 bin_14 98.3 1.37 3197772 255 25479 68172 HIGH SPMP18 16 NC -1304 bin_31 98.28 2.14 2400916 143 39698 170502 HIGH SPMP18 16 NC -1305 bin_6 98.16 3.6 3685600 284 31474 91449 HIGH SPMP18 1.0 15 NC -1306 bin_34 98.11 0.0 2379397 167 24072 67924 HIGH SPMP18 1.0 1.0 20 NC -1307 bin_20 97.99 0.0 2848544 298 17164 77301 HIGH SPMP18 2.0 18 NC -1308 bin_16 97.99 0.0 3130205 172 47593 214980 HIGH SPMP18 2.0 20 NC -1309 bin_29 97.84 3.27 2511643 239 19433 71399 HIGH SPMP18 6.0 1.0 1.0 19 HIGH -1310 bin_19 97.41 0.95 2853324 254 20864 67973 HIGH SPMP18 15 NC -1311 bin_25 97.32 0.42 2637630 240 16454 52368 HIGH SPMP18 14 NC -1312 bin_4 97.19 1.33 3907460 184 35774 137918 HIGH SPMP18 1.0 16 NC -1313 bin_3 97.01 9.24 4392577 993 7112 94606 MEDIUM SPMP18 16 MEDIUM -1314 bin_10 96.6 0.68 3393279 226 38033 109216 HIGH SPMP18 18 NC -1315 bin_2 96.11 0.49 4470953 365 20516 63054 HIGH SPMP18 1.0 18 NC -1316 bin_37 96.06 1.98 2241609 394 7924 49028 HIGH SPMP18 13 NC -1317 bin_17 95.5 5.14 3033748 595 7798 44628 MEDIUM SPMP18 12 MEDIUM -1318 bin_27 94.93 1.53 2580479 505 7218 36393 HIGH SPMP18 1.0 1.0 1.0 18 HIGH -1319 bin_44 94.53 2.17 1914256 141 36022 119487 HIGH SPMP18 2.0 1.0 1.0 20 HIGH -1320 bin_8 93.73 2.69 3654953 379 17041 62955 HIGH SPMP18 15 NC -1321 bin_35 93.29 0.0 2332146 58 157362 299592 HIGH SPMP18 2.0 19 NC -1323 bin_26 89.81 1.74 2602863 318 12423 55364 MEDIUM SPMP18 12 MEDIUM -1324 bin_23 87.76 3.16 2679101 371 8826 35461 MEDIUM SPMP18 13 MEDIUM -1325 bin_24 87.37 3.81 2654621 667 5443 24938 MEDIUM SPMP18 14 MEDIUM -1327 bin_49 84.08 2.01 1744679 145 15575 67362 MEDIUM SPMP18 12 MEDIUM -1328 bin_43 83.96 1.03 1926314 261 10080 55304 MEDIUM SPMP18 1.0 14 MEDIUM -1329 bin_13 83.46 2.46 3230204 338 15422 47627 MEDIUM SPMP18 13 MEDIUM -1330 bin_28 77.91 3.4 2540767 635 5328 30386 MEDIUM SPMP18 1.0 15 MEDIUM -1331 bin_50 75.7 2.37 1557426 373 5132 15986 MEDIUM SPMP18 13 MEDIUM -1332 bin_48 73.85 1.07 1768702 734 2736 14383 MEDIUM SPMP18 1.0 11 MEDIUM -1333 bin_42 71.45 2.91 1957957 303 7870 21243 MEDIUM SPMP18 1.0 8 MEDIUM -1334 bin_46 68.74 1.96 1809784 325 6087 26857 MEDIUM SPMP18 11 MEDIUM -1335 bin_56 63.33 3.55 1150127 212 6043 20128 MEDIUM SPMP18 1.0 10 MEDIUM -1336 bin_39 62.2 5.36 2192593 360 7995 32762 MEDIUM SPMP18 15 MEDIUM -1337 bin_45 57.31 2.63 1880952 591 3915 16115 MEDIUM SPMP18 8 MEDIUM -1338 bin_57 54.69 2.9 1067621 257 4892 19283 MEDIUM SPMP18 11 MEDIUM -1339 bin_54 53.25 1.61 1236932 322 4411 46855 MEDIUM SPMP18 10 MEDIUM -1340 bin_52 50.0 1.72 1505069 268 6139 23996 MEDIUM SPMP18 1.0 10 MEDIUM -1383 bin_33 99.08 0.0 2272388 11 542578 641403 HIGH SPMP73 1.0 1.0 20 NC -1384 bin_27 98.94 3.36 2570637 30 327829 389618 HIGH SPMP73 2.0 2.0 2.0 20 HIGH -1385 bin_17 98.25 0.0 2996972 41 629121 686939 HIGH SPMP73 3.0 3.0 3.0 19 HIGH -1386 bin_34 98.2 0.0 2258184 12 489092 825653 HIGH SPMP73 19 NC -1387 bin_23 98.15 0.58 2868865 44 177311 284742 HIGH SPMP73 5.0 5.0 5.0 20 HIGH -1389 bin_11 98.02 2.42 3362933 60 128888 536553 HIGH SPMP73 3.0 3.0 19 NC -1390 bin_2 98.0 6.54 4248436 59 318218 560952 MEDIUM SPMP73 5.0 5.0 5.0 20 MEDIUM -1391 bin_26 97.9 0.0 2634546 56 141826 374853 HIGH SPMP73 2.0 2.0 2.0 20 HIGH -1392 bin_35 97.89 0.52 2218549 26 152808 400065 HIGH SPMP73 6.0 5.0 5.0 20 HIGH -1393 bin_18 97.47 8.68 2978537 104 270888 569798 MEDIUM SPMP73 2.0 2.0 20 MEDIUM -1394 bin_28 97.42 0.0 2423586 14 620516 1063187 HIGH SPMP73 2.0 2.0 2.0 20 HIGH -1395 bin_10 97.28 1.36 3366385 44 288677 646371 HIGH SPMP73 3.0 2.0 3.0 20 HIGH -1396 bin_7 97.11 5.17 3624911 58 205353 346748 MEDIUM SPMP73 2.0 2.0 20 MEDIUM -1397 bin_5 97.08 3.23 3809402 95 82846 457142 HIGH SPMP73 1.0 3.0 3.0 17 NC -1398 bin_32 97.07 0.02 2275300 22 238911 392295 HIGH SPMP73 2.0 2.0 2.0 20 HIGH -1399 bin_3 97.06 1.86 4118634 66 273505 854416 HIGH SPMP73 3.0 3.0 20 NC -1400 bin_4 97.01 1.9 3935995 191 98896 336347 HIGH SPMP73 3.0 3.0 3.0 20 HIGH -1401 bin_22 96.98 1.81 2927993 85 76597 201433 HIGH SPMP73 3.0 2.0 2.0 20 HIGH -1402 bin_6 96.84 2.85 3768474 100 65057 235402 HIGH SPMP73 2.0 2.0 19 NC -1403 bin_8 96.64 0.67 3407006 24 459198 861672 HIGH SPMP73 8.0 8.0 8.0 20 HIGH -1404 bin_12 94.44 2.05 3325258 68 122497 384010 HIGH SPMP73 1.0 20 NC -1405 bin_20 94.36 0.63 2959919 73 129905 307209 HIGH SPMP73 2.0 2.0 20 NC -1406 bin_31 91.94 1.48 2308392 74 89934 284037 HIGH SPMP73 3.0 3.0 3.0 20 HIGH -1407 bin_21 91.78 1.33 2939040 103 54082 212336 HIGH SPMP73 4.0 3.0 3.0 20 HIGH -1408 bin_16 90.49 3.69 3027712 146 52001 105942 HIGH SPMP73 2.0 2.0 2.0 19 HIGH -1409 bin_37 89.78 2.38 2174107 86 44488 132807 MEDIUM SPMP73 19 MEDIUM -1410 bin_9 89.22 8.5 3405545 148 53233 195809 MEDIUM SPMP73 5.0 4.0 2.0 20 MEDIUM -1411 bin_25 87.72 5.1 2840676 52 157215 464573 MEDIUM SPMP73 6.0 6.0 6.0 20 MEDIUM -1412 bin_30 87.57 4.8 2318027 81 48314 214806 MEDIUM SPMP73 18 MEDIUM -1413 bin_41 85.62 1.61 1931962 43 107215 192329 MEDIUM SPMP73 1.0 1.0 2.0 18 MEDIUM -1415 bin_14 80.39 1.52 3144242 289 19762 72995 MEDIUM SPMP73 16 MEDIUM -1416 bin_44 77.2 0.0 1369682 3 718228 718228 MEDIUM SPMP73 1.0 17 MEDIUM -1417 bin_47 74.02 0.0 1159369 114 14952 40673 MEDIUM SPMP73 2.0 1.0 1.0 16 MEDIUM -1418 bin_19 72.05 4.22 2976147 229 24656 81427 MEDIUM SPMP73 16 MEDIUM -1419 bin_38 70.54 0.58 2081481 144 27310 74440 MEDIUM SPMP73 1.0 1.0 17 MEDIUM -1420 bin_36 68.51 1.75 2194818 280 17053 73643 MEDIUM SPMP73 1.0 1.0 20 MEDIUM -1421 bin_13 63.78 9.62 3232864 196 93028 227670 MEDIUM SPMP73 2.0 3.0 3.0 20 MEDIUM -1422 bin_43 50.36 1.79 1542111 136 15269 46896 MEDIUM SPMP73 17 MEDIUM -1455 bin_25 98.92 0.81 2375407 25 299853 657972 HIGH SPMP59 3.0 3.0 2.0 20 HIGH -1456 bin_29 98.8 0.31 2192017 15 313311 460986 HIGH SPMP59 1.0 20 NC -1457 bin_23 98.66 1.01 2421573 13 1355365 1355365 HIGH SPMP59 3.0 2.0 2.0 19 HIGH -1458 bin_3 98.15 2.34 4012130 136 254342 669912 HIGH SPMP59 5.0 5.0 20 NC -1459 bin_22 97.78 1.9 2436029 15 642272 664575 HIGH SPMP59 5.0 5.0 5.0 20 HIGH -1460 bin_6 97.67 1.76 3688458 16 1213304 1709377 HIGH SPMP59 4.0 4.0 20 NC -1461 bin_13 97.39 0.0 2990089 25 704780 930717 HIGH SPMP59 6.0 6.0 6.0 20 HIGH -1462 bin_21 96.94 0.38 2439559 7 2006346 2006346 HIGH SPMP59 1.0 3.0 3.0 20 HIGH -1463 bin_7 96.64 2.01 3657673 39 496871 851860 HIGH SPMP59 6.0 7.0 7.0 20 HIGH -1464 bin_20 96.62 0.67 2465618 12 411393 842523 HIGH SPMP59 3.0 3.0 20 NC -1465 bin_27 96.42 1.57 2336074 49 206488 576455 HIGH SPMP59 2.0 2.0 20 NC -1466 bin_4 96.1 1.27 3920775 37 394518 1185833 HIGH SPMP59 5.0 4.0 5.0 20 HIGH -1467 bin_19 95.15 0.67 2498011 43 105506 188816 HIGH SPMP59 18 NC -1468 bin_30 94.66 0.15 2051737 18 520617 524667 HIGH SPMP59 1.0 2.0 2.0 20 HIGH -1469 bin_10 93.45 1.96 3509665 172 52421 151635 HIGH SPMP59 3.0 3.0 20 NC -1470 bin_9 92.15 2.14 3544045 210 40801 163086 HIGH SPMP59 3.0 3.0 20 NC -1471 bin_18 91.62 1.01 2693820 101 56012 165269 HIGH SPMP59 3.0 4.0 4.0 20 HIGH -1472 bin_1 90.79 0.73 4952264 296 32194 110383 HIGH SPMP59 2.0 1.0 1.0 19 HIGH -1473 bin_17 90.14 0.68 2728997 156 26042 97258 HIGH SPMP59 1.0 1.0 1.0 17 NC -1474 bin_2 89.33 1.71 4268810 188 47889 270945 MEDIUM SPMP59 5.0 6.0 6.0 20 MEDIUM -1475 bin_26 87.1 0.96 2346893 201 21806 69157 MEDIUM SPMP59 1.0 1.0 19 MEDIUM -1476 bin_12 87.05 2.04 3030328 131 47373 158446 MEDIUM SPMP59 1.0 1.0 1.0 19 MEDIUM -1477 bin_11 86.81 0.97 3101085 259 18876 83284 MEDIUM SPMP59 1.0 17 MEDIUM -1478 bin_15 86.79 0.09 2955232 341 18696 105321 MEDIUM SPMP59 1.0 1.0 14 MEDIUM -1479 bin_14 86.55 2.51 2962551 317 14089 93249 MEDIUM SPMP59 1.0 1.0 1.0 17 MEDIUM -1480 bin_16 84.11 1.68 2938566 261 27553 173924 MEDIUM SPMP59 2.0 1.0 1.0 20 MEDIUM -1481 bin_24 79.25 1.27 2409067 304 16236 101874 MEDIUM SPMP59 1.0 2.0 2.0 17 MEDIUM -1482 bin_5 77.87 3.8 3878893 155 111312 298384 MEDIUM SPMP59 1.0 1.0 1.0 11 MEDIUM -1483 bin_8 75.75 3.44 3588767 71 161516 389073 MEDIUM SPMP59 2.0 4.0 4.0 16 MEDIUM -1484 bin_31 53.96 1.9 1829737 254 11820 73904 MEDIUM SPMP59 1.0 1.0 12 MEDIUM -1506 bin_64 99.6 0.81 2180216 38 109029 303583 HIGH SPMP03 1.0 1.0 1.0 18 HIGH -1507 bin_46 99.53 0.66 2541540 52 114540 468537 HIGH SPMP03 19 NC -1508 bin_28 99.53 0.68 2996654 44 492121 1298882 HIGH SPMP03 5.0 5.0 5.0 20 HIGH -1509 bin_45 99.52 0.96 2543326 23 291218 740917 HIGH SPMP03 1.0 20 NC -1510 bin_5 99.46 0.24 3679183 33 298910 547853 HIGH SPMP03 4.0 4.0 19 NC -1511 bin_11 99.33 0.67 3489795 79 113412 296749 HIGH SPMP03 2.0 1.0 1.0 20 HIGH -1512 bin_15 99.32 0.68 3346376 50 308848 709003 HIGH SPMP03 3.0 3.0 4.0 20 HIGH -1513 bin_53 99.23 0.0 2444279 30 290113 470001 HIGH SPMP03 7.0 5.0 5.0 20 HIGH -1514 bin_35 99.1 0.0 2756441 22 321578 574377 HIGH SPMP03 6.0 6.0 6.0 20 HIGH -1515 bin_7 98.99 2.68 3605538 26 526719 1352278 HIGH SPMP03 3.0 3.0 3.0 20 HIGH -1516 bin_13 98.83 0.58 3405888 30 644412 1090995 HIGH SPMP03 5.0 5.0 5.0 20 HIGH -1517 bin_21 98.66 0.0 3144006 37 215649 593722 HIGH SPMP03 2.0 3.0 3.0 20 HIGH -1518 bin_47 98.66 3.36 2533580 12 767176 859288 HIGH SPMP03 7.0 7.0 7.0 20 HIGH -1519 bin_12 98.55 2.09 3460239 58 232154 454348 HIGH SPMP03 3.0 3.0 20 NC -1520 bin_32 98.42 0.0 2844593 62 214094 351422 HIGH SPMP03 3.0 5.0 5.0 20 HIGH -1521 bin_54 98.32 0.9 2441773 65 69467 214433 HIGH SPMP03 3.0 2.0 2.0 20 HIGH -1522 bin_10 98.23 4.83 3499150 32 551892 878202 HIGH SPMP03 4.0 4.0 20 NC -1523 bin_42 98.11 1.36 2635001 58 198856 550943 HIGH SPMP03 9.0 9.0 20 NC -1524 bin_3 98.1 4.75 3777639 68 202862 912762 HIGH SPMP03 5.0 5.0 5.0 20 HIGH -1525 bin_2 97.89 2.31 3917752 61 377170 599019 HIGH SPMP03 6.0 6.0 6.0 20 HIGH -1526 bin_16 97.68 0.63 3297651 51 253215 642474 HIGH SPMP03 4.0 5.0 5.0 20 HIGH -1527 bin_20 97.6 0.0 3162150 32 178379 470341 HIGH SPMP03 2.0 1.0 1.0 20 HIGH -1528 bin_23 97.47 0.19 3094531 54 230421 644065 HIGH SPMP03 2.0 5.0 5.0 20 HIGH -1529 bin_29 97.28 0.68 2949237 16 620882 749107 HIGH SPMP03 3.0 3.0 3.0 20 HIGH -1530 bin_37 96.9 0.67 2701029 34 190640 377349 HIGH SPMP03 1.0 1.0 20 NC -1531 bin_43 96.64 6.38 2614704 16 385957 1062672 MEDIUM SPMP03 5.0 3.0 3.0 19 MEDIUM -1532 bin_41 96.64 2.35 2645412 49 114869 334941 HIGH SPMP03 2.0 2.0 3.0 20 HIGH -1533 bin_27 96.64 1.23 3004510 21 349458 423382 HIGH SPMP03 2.0 2.0 2.0 20 HIGH -1534 bin_24 96.62 0.81 3038036 72 176083 316349 HIGH SPMP03 1.0 1.0 1.0 18 HIGH -1535 bin_4 96.6 4.76 3773930 70 377480 698400 HIGH SPMP03 2.0 2.0 3.0 19 HIGH -1536 bin_18 96.16 0.24 3219009 45 163901 732970 HIGH SPMP03 2.0 3.0 3.0 20 HIGH -1537 bin_33 96.1 2.06 2806275 60 146120 298762 HIGH SPMP03 4.0 4.0 4.0 20 HIGH -1538 bin_51 95.56 1.34 2487991 43 96275 216934 HIGH SPMP03 1.0 1.0 20 NC -1539 bin_25 92.93 1.34 3031852 49 194451 426395 HIGH SPMP03 2.0 4.0 5.0 19 HIGH -1540 bin_59 92.89 1.06 2256218 71 107217 226382 HIGH SPMP03 3.0 2.0 2.0 19 HIGH -1541 bin_44 92.62 1.45 2558917 132 31489 106427 HIGH SPMP03 1.0 1.0 1.0 20 HIGH -1543 bin_67 92.28 0.0 1902020 20 271410 851831 HIGH SPMP03 1.0 19 NC -1544 bin_49 92.27 1.5 2497263 79 103677 257294 HIGH SPMP03 3.0 3.0 3.0 18 HIGH -1545 bin_9 91.95 2.08 3499552 89 104643 356554 HIGH SPMP03 4.0 6.0 6.0 20 HIGH -1546 bin_19 91.51 0.63 3168299 76 115239 282051 HIGH SPMP03 3.0 3.0 3.0 18 HIGH -1547 bin_65 91.05 0.0 2048967 70 69075 242075 HIGH SPMP03 1.0 1.0 1.0 16 NC -1548 bin_6 89.24 4.53 3653032 187 44038 336432 MEDIUM SPMP03 1.0 1.0 1.0 18 MEDIUM -1549 bin_26 89.15 2.56 3007243 95 95793 269350 MEDIUM SPMP03 3.0 4.0 3.0 16 MEDIUM -1550 bin_31 88.57 0.9 2886235 44 210838 343042 MEDIUM SPMP03 3.0 3.0 18 MEDIUM -1551 bin_22 88.47 0.67 3104827 107 50174 192774 MEDIUM SPMP03 1.0 1.0 1.0 16 MEDIUM -1552 bin_48 88.01 0.12 2499363 28 283534 611808 MEDIUM SPMP03 1.0 3.0 3.0 16 MEDIUM -1553 bin_62 87.36 0.81 2194370 67 60424 212189 MEDIUM SPMP03 1.0 2.0 2.0 18 MEDIUM -1554 bin_56 86.66 1.25 2328516 110 45166 108307 MEDIUM SPMP03 18 MEDIUM -1555 bin_70 83.43 0.12 1792580 62 45467 115368 MEDIUM SPMP03 1.0 1.0 20 MEDIUM -1556 bin_52 82.44 1.34 2463151 48 71112 171307 MEDIUM SPMP03 1.0 1.0 1.0 17 MEDIUM -1557 bin_30 82.08 3.25 2887995 54 99493 347931 MEDIUM SPMP03 4.0 4.0 4.0 19 MEDIUM -1558 bin_36 81.25 5.94 2747851 152 60143 289818 MEDIUM SPMP03 4.0 4.0 18 MEDIUM -1559 bin_34 81.24 1.58 2805468 75 69091 260755 MEDIUM SPMP03 2.0 3.0 3.0 20 MEDIUM -1560 bin_55 80.09 0.68 2368704 132 31165 130313 MEDIUM SPMP03 2.0 2.0 2.0 19 MEDIUM -1561 bin_39 79.49 0.27 2655664 103 53593 135186 MEDIUM SPMP03 1.0 1.0 1.0 18 MEDIUM -1562 bin_58 78.96 1.66 2310397 187 31073 105751 MEDIUM SPMP03 2.0 2.0 18 MEDIUM -1563 bin_38 75.54 2.85 2687415 34 220525 409311 MEDIUM SPMP03 3.0 3.0 18 MEDIUM -1564 bin_14 74.52 0.63 3363503 97 56371 140734 MEDIUM SPMP03 4.0 4.0 4.0 19 MEDIUM -1565 bin_50 69.15 0.95 2496097 23 130286 286423 MEDIUM SPMP03 1.0 1.0 16 MEDIUM -1566 bin_8 68.99 7.46 3505222 124 359174 510079 MEDIUM SPMP03 2.0 5.0 5.0 20 MEDIUM -1567 bin_69 68.89 0.0 1823114 141 22678 81322 MEDIUM SPMP03 15 MEDIUM -1569 bin_73 63.64 0.52 1676094 50 46720 119606 MEDIUM SPMP03 1.0 1.0 2.0 18 MEDIUM -1570 bin_66 62.54 1.92 1920373 216 16808 73755 MEDIUM SPMP03 2.0 1.0 1.0 11 MEDIUM -1572 bin_75 56.46 0.31 1396416 77 31168 125079 MEDIUM SPMP03 1.0 1.0 11 MEDIUM -1573 bin_68 54.03 0.81 1832352 292 15739 128852 MEDIUM SPMP03 1.0 1.0 10 MEDIUM -1574 bin_57 53.72 2.18 2311122 15 511078 674419 MEDIUM SPMP03 6.0 6.0 6.0 19 MEDIUM -1575 bin_60 50.26 2.27 2238194 116 30717 81394 MEDIUM SPMP03 2.0 2.0 2.0 15 MEDIUM -1608 bin_19 100.0 0.1 2133535 57 68639 296458 HIGH SPMP01 3.0 17 NC -1609 bin_16 100.0 1.27 2301882 82 57813 279830 HIGH SPMP01 3.0 1.0 1.0 20 HIGH -1610 bin_14 100.0 0.47 2479542 179 30315 83135 HIGH SPMP01 1.0 18 NC -1611 bin_21 99.48 0.0 2050183 112 34256 104819 HIGH SPMP01 3.0 19 NC -1612 bin_17 99.4 2.54 2244575 91 60058 159017 HIGH SPMP01 1.0 19 NC -1613 bin_27 99.19 0.81 1782482 22 126371 265360 HIGH SPMP01 20 NC -1614 bin_22 99.18 0.0 2045471 57 71728 167659 HIGH SPMP01 2.0 17 NC -1615 bin_18 99.09 5.16 2216339 32 143622 434284 MEDIUM SPMP01 1.0 1.0 20 MEDIUM -1616 bin_15 98.5 1.18 2346477 300 12240 43641 HIGH SPMP01 1.0 14 NC -1617 bin_3 98.46 0.0 4152484 82 80174 180610 HIGH SPMP01 1.0 19 NC -1618 bin_2 98.33 1.13 4341941 145 45423 136084 HIGH SPMP01 2.0 19 NC -1619 bin_10 97.96 0.68 2767118 41 177560 437799 HIGH SPMP01 1.0 1.0 20 NC -1620 bin_8 97.27 4.22 3009768 421 11394 38194 HIGH SPMP01 12 NC -1621 bin_4 96.55 3.38 3580704 271 20885 99660 HIGH SPMP01 13 NC -1622 bin_25 96.41 0.0 1870883 150 18567 59830 HIGH SPMP01 16 NC -1623 bin_20 95.57 0.02 2069731 158 20567 70071 HIGH SPMP01 1.0 17 NC -1624 bin_6 94.09 5.0 3351118 273 18478 65320 HIGH SPMP01 1.0 17 NC -1625 bin_12 94.07 4.26 2718271 379 13393 65623 HIGH SPMP01 20 NC -1626 bin_26 92.74 2.02 1860698 44 98754 209523 HIGH SPMP01 20 NC -1627 bin_7 91.14 5.81 3225165 327 14947 79909 MEDIUM SPMP01 7 MEDIUM -1628 bin_23 84.7 6.57 2023610 443 6938 39840 MEDIUM SPMP01 1.0 18 MEDIUM -1629 bin_13 83.06 1.7 2521272 244 14460 53100 MEDIUM SPMP01 7 MEDIUM -1630 bin_9 82.23 1.01 2881686 545 7097 45014 MEDIUM SPMP01 10 MEDIUM -1631 bin_5 77.58 3.0 3459320 659 6519 20460 MEDIUM SPMP01 1.0 14 MEDIUM -1633 bin_24 68.45 8.62 1941032 433 6614 41624 MEDIUM SPMP01 16 MEDIUM -1634 bin_11 61.98 4.27 2761496 513 5854 48666 MEDIUM SPMP01 2.0 15 MEDIUM -1635 bin_28 50.35 1.75 1688432 293 7562 36444 MEDIUM SPMP01 1.0 11 MEDIUM -1654 bin_9 99.88 0.88 3828895 95 242958 455333 HIGH SPMP42 3.0 3.0 20 NC -1655 bin_12 99.37 1.27 3433792 38 341841 701859 HIGH SPMP42 3.0 4.0 4.0 19 HIGH -1656 bin_11 99.33 1.51 3492114 17 754324 1481409 HIGH SPMP42 8.0 8.0 8.0 20 HIGH -1657 bin_18 98.75 0.23 2972421 91 408482 732419 HIGH SPMP42 6.0 6.0 6.0 15 NC -1658 bin_10 98.73 2.97 3640810 62 565975 825578 HIGH SPMP42 4.0 4.0 20 NC -1659 bin_3 98.71 4.76 4689656 64 217463 1079345 HIGH SPMP42 5.0 6.0 6.0 20 HIGH -1660 bin_19 98.55 1.34 2965293 33 472692 685571 HIGH SPMP42 6.0 6.0 6.0 20 HIGH -1661 bin_16 98.25 0.0 3081646 29 237130 682948 HIGH SPMP42 4.0 4.0 20 NC -1662 bin_8 97.92 0.97 3878775 27 437153 620881 HIGH SPMP42 1.0 6.0 6.0 20 HIGH -1663 bin_22 97.65 1.34 2748721 125 52190 127699 HIGH SPMP42 4.0 5.0 5.0 18 HIGH -1664 bin_7 97.47 1.58 4056512 56 278438 486380 HIGH SPMP42 6.0 5.0 20 NC -1665 bin_15 97.28 0.0 3145253 60 107816 340602 HIGH SPMP42 2.0 2.0 2.0 20 HIGH -1666 bin_14 97.17 0.0 3290834 42 192330 751061 HIGH SPMP42 2.0 2.0 20 NC -1667 bin_2 96.96 0.19 5037182 43 172457 559705 HIGH SPMP42 3.0 3.0 4.0 20 HIGH -1668 bin_24 96.89 2.46 2162707 44 88942 182333 HIGH SPMP42 7.0 5.0 5.0 20 HIGH -1669 bin_20 96.78 0.0 2910916 28 644151 872564 HIGH SPMP42 4.0 4.0 4.0 20 HIGH -1670 bin_4 96.2 0.32 4459053 146 91819 561985 HIGH SPMP42 3.0 4.0 4.0 17 NC -1671 bin_21 95.93 0.63 2892597 70 105689 277559 HIGH SPMP42 3.0 6.0 6.0 20 HIGH -1672 bin_6 95.91 8.77 4103189 45 431873 760784 MEDIUM SPMP42 6.0 6.0 6.0 20 MEDIUM -1674 bin_17 94.81 0.67 2985789 30 276403 481699 HIGH SPMP42 3.0 3.0 17 NC -1675 bin_26 94.34 0.45 1994877 8 1900013 1900013 HIGH SPMP42 1.0 2.0 2.0 20 HIGH -1676 bin_23 93.9 0.63 2222184 2 2219261 2219261 HIGH SPMP42 3.0 3.0 3.0 20 HIGH -1677 bin_13 86.47 1.73 3325955 306 24205 147594 MEDIUM SPMP42 1.0 1.0 19 MEDIUM -1678 bin_1 82.79 5.1 5552820 481 29527 150283 MEDIUM SPMP42 4.0 3.0 4.0 17 MEDIUM -1679 bin_25 81.51 0.92 2093285 276 18716 148283 MEDIUM SPMP42 16 MEDIUM -1680 bin_27 55.15 0.0 1783574 148 18648 61216 MEDIUM SPMP42 8 MEDIUM + MAG_ID Completness Contamination Size #_contigs Contig_N50 Longest_contig Sample 16S_rRNA 23S_rRNA 5S_rRNA UniqueTRNA MIMAGExtended +0 TLL38.bin.5 100.0 0.47 2416810 17 383914 436348 SPMP38 6 6 0 20 NC +1 TLL38.bin.11 99.62 0.63 2249492 5 586506 1054104 SPMP38 4 4 4 20 HIGH +2 TLL38.bin.12 98.95 3.84 2231903 4 1342576 1342576 SPMP38 6 6 7 20 HIGH +3 TLL38.bin.13 98.79 1.38 2209808 7 628185 931823 SPMP38 4 4 0 20 NC +4 TLL38.bin.6 98.66 0.0 2396679 17 379375 567119 SPMP38 1 2 3 16 NC +5 TLL38.bin.15 98.66 0.34 2089503 2 1902160 1902160 SPMP38 2 3 5 20 HIGH +6 TLL38.bin.7 98.48 2.23 2383684 18 427064 1076837 SPMP38 5 5 3 20 HIGH +7 TLL38.bin.3 98.11 8.25 2708320 12 380918 508323 SPMP38 7 7 7 20 MEDIUM +8 TLL38.bin.8 98.08 9.43 2382140 40 318522 940861 SPMP38 3 3 5 20 MEDIUM +9 TLL38.bin.10 97.6 0.0 2261903 12 337711 421269 SPMP38 4 4 5 20 HIGH +10 TLL38.bin.16 95.93 0.0 2089001 14 235715 594301 SPMP38 1 1 2 20 HIGH +11 TLL38.bin.24 94.94 1.12 1151248 1 1151248 1151248 SPMP38 1 1 0 20 NC +12 TLL38.bin.17 94.56 2.04 2014032 19 150556 388239 SPMP38 3 3 3 18 HIGH +13 TLL38.bin.2 94.51 2.53 2804019 25 385221 598143 SPMP38 3 1 1 18 HIGH +14 TLL38.bin.20 91.87 1.08 1880209 10 371122 628826 SPMP38 3 3 0 19 NC +15 TLL38.bin.1 89.86 2.35 3173367 67 76998 468455 SPMP38 2 1 3 18 MEDIUM +16 TLL38.bin.21 88.08 0.0 1862255 19 158100 369181 SPMP38 3 3 3 15 MEDIUM +17 TLL38.bin.4 85.01 0.0 2451393 5 428729 1182370 SPMP38 2 2 2 19 MEDIUM +18 TLL38.bin.14 79.93 0.0 2191343 8 618943 637852 SPMP38 3 3 3 19 MEDIUM +19 TLL38.bin.9 75.55 0.0 2295511 57 64551 143040 SPMP38 4 4 4 19 MEDIUM +20 TLL38.bin.25 70.91 0.75 976806 25 60173 149216 SPMP38 0 0 0 18 MEDIUM +21 TLL38.bin.19 56.78 1.34 1906861 6 712871 756768 SPMP38 3 3 0 19 MEDIUM +22 TLL38.bin.23 51.79 3.57 1288212 3 779671 779671 SPMP38 2 2 2 14 MEDIUM +48 TLL42.bin.8 99.88 0.88 3669837 81 242969 455310 SPMP42 3 3 0 20 NC +49 TLL42.bin.15 99.42 0.0 3153991 34 237142 682972 SPMP42 4 4 0 20 NC +50 TLL42.bin.11 99.37 1.27 3477980 40 341968 701851 SPMP42 4 4 3 19 HIGH +51 TLL42.bin.12 99.33 1.34 3467732 15 754430 1481521 SPMP42 8 8 8 20 HIGH +52 TLL42.bin.14 99.2 0.0 3284593 46 192418 751093 SPMP42 2 2 0 20 NC +53 TLL42.bin.20 99.12 0.0 2920513 30 644227 872662 SPMP42 4 4 4 20 HIGH +54 TLL42.bin.7 99.03 0.97 3840967 19 437180 620976 SPMP42 6 6 0 20 NC +55 TLL42.bin.5 98.95 1.9 4141673 52 431905 760875 SPMP42 6 6 6 20 HIGH +56 TLL42.bin.17 98.75 0.23 2972509 91 408522 732441 SPMP42 6 6 6 15 NC +57 TLL42.bin.10 98.73 3.21 3542567 41 566024 825647 SPMP42 4 4 0 20 NC +58 TLL42.bin.3 98.71 4.55 4728523 68 194713 1079406 SPMP42 6 6 3 20 HIGH +59 TLL42.bin.21 98.66 1.34 2752746 125 52187 127688 SPMP42 5 5 4 18 HIGH +60 TLL42.bin.19 98.66 1.34 2951512 34 472724 685631 SPMP42 6 6 6 20 HIGH +61 TLL42.bin.24 98.54 2.42 2193531 49 88975 182341 SPMP42 5 5 7 20 HIGH +62 TLL42.bin.6 98.1 1.58 3979049 54 278461 486426 SPMP42 5 6 0 20 NC +63 TLL42.bin.1 98.09 0.75 5110502 43 172475 559732 SPMP42 4 3 3 20 HIGH +64 TLL42.bin.16 97.96 0.0 3145479 60 107820 340663 SPMP42 2 2 2 20 HIGH +65 TLL42.bin.23 97.91 1.27 2350609 18 2219429 2219429 SPMP42 3 3 3 20 HIGH +66 TLL42.bin.4 97.47 0.32 4566580 178 81034 561950 SPMP42 4 4 3 17 NC +67 TLL42.bin.26 96.22 0.45 2003081 10 1900072 1900072 SPMP42 2 2 1 20 HIGH +68 TLL42.bin.18 95.3 0.67 2970925 30 276425 481727 SPMP42 3 3 0 17 NC +69 TLL42.bin.22 94.94 0.63 2563403 56 91242 277583 SPMP42 6 6 4 19 HIGH +70 TLL42.bin.13 90.98 1.73 3336344 311 24237 147861 SPMP42 1 0 1 19 NC +71 TLL42.bin.25 85.34 1.15 2099976 282 18716 148238 SPMP42 0 0 0 16 MEDIUM +72 TLL42.bin.2 82.79 3.51 5095779 413 30019 150305 SPMP42 3 3 2 17 MEDIUM +73 TLL42.bin.27 64.58 0.58 1838706 158 17499 61246 SPMP42 0 0 0 9 MEDIUM +84 TLL71.bin.40 100.0 3.02 2246819 45 115153 244021 SPMP71 4 4 0 19 NC +85 TLL71.bin.4 100.0 1.16 3793148 59 201561 954677 SPMP71 7 7 2 19 HIGH +86 TLL71.bin.17 99.42 2.92 3144235 57 174135 279447 SPMP71 5 5 2 20 HIGH +87 TLL71.bin.24 99.37 0.0 2831249 25 332924 413038 SPMP71 5 5 6 20 HIGH +88 TLL71.bin.6 99.21 2.66 3589312 52 821292 1290120 SPMP71 2 3 0 20 NC +89 TLL71.bin.43 98.95 0.0 2129686 3 2119551 2119551 SPMP71 6 6 7 20 HIGH +90 TLL71.bin.11 98.83 6.73 3332569 35 1771457 1771457 SPMP71 6 6 6 20 MEDIUM +91 TLL71.bin.2 98.15 5.03 4231376 44 401391 959017 SPMP71 2 2 0 18 MEDIUM +92 TLL71.bin.28 98.09 2.08 2635439 41 174933 398752 SPMP71 4 4 4 20 HIGH +93 TLL71.bin.19 98.07 3.57 3088907 54 196717 587946 SPMP71 5 5 0 20 NC +94 TLL71.bin.5 97.99 2.17 3621245 26 424594 511939 SPMP71 9 9 9 20 HIGH +95 TLL71.bin.38 97.99 0.34 2353434 37 266177 383164 SPMP71 1 1 2 20 HIGH +96 TLL71.bin.12 97.94 0.68 3285317 43 330910 631717 SPMP71 4 4 4 20 HIGH +97 TLL71.bin.18 97.73 2.01 3095202 31 475920 1084818 SPMP71 7 7 6 20 HIGH +99 TLL71.bin.21 97.47 0.0 2931839 18 1600335 1600335 SPMP71 6 6 6 20 HIGH +100 TLL71.bin.35 97.32 0.0 2442459 67 53796 209223 SPMP71 0 0 0 19 NC +101 TLL71.bin.16 97.32 1.34 3148604 43 218817 659564 SPMP71 3 3 3 20 HIGH +102 TLL71.bin.13 97.28 0.02 3260820 65 171442 412136 SPMP71 3 3 2 20 HIGH +103 TLL71.bin.20 97.26 0.0 2939859 50 234721 404153 SPMP71 2 3 3 20 HIGH +104 TLL71.bin.26 97.17 0.0 2681519 30 171431 336793 SPMP71 8 8 0 20 NC +105 TLL71.bin.36 96.87 0.67 2395041 41 130311 445780 SPMP71 4 4 4 20 HIGH +106 TLL71.bin.10 96.82 3.61 3380219 97 81003 368912 SPMP71 7 7 6 19 HIGH +107 TLL71.bin.34 96.66 0.81 2450906 129 62252 148070 SPMP71 2 2 0 20 NC +108 TLL71.bin.22 96.43 0.67 2926757 60 109147 428355 SPMP71 4 4 4 20 HIGH +109 TLL71.bin.29 96.26 0.59 2578694 97 37194 158080 SPMP71 1 1 0 19 NC +110 TLL71.bin.37 95.93 2.02 2369535 260 25684 80796 SPMP71 2 2 3 18 HIGH +111 TLL71.bin.25 95.3 1.57 2745425 54 147083 556849 SPMP71 6 6 6 20 HIGH +112 TLL71.bin.32 93.96 0.0 2485793 28 134428 264870 SPMP71 1 1 0 18 NC +113 TLL71.bin.8 93.49 0.95 3413402 70 160469 506861 SPMP71 6 6 3 19 HIGH +114 TLL71.bin.42 93.46 5.33 2191772 58 95013 229547 SPMP71 4 4 1 20 MEDIUM +115 TLL71.bin.3 93.25 4.72 3842754 77 347865 685024 SPMP71 5 5 5 19 HIGH +116 TLL71.bin.33 92.47 3.23 2468020 97 42286 86318 SPMP71 0 0 0 19 NC +117 TLL71.bin.7 91.96 9.59 3458226 130 69349 175077 SPMP71 3 3 3 20 MEDIUM +118 TLL71.bin.39 90.12 2.53 2291387 63 255000 585949 SPMP71 2 2 2 19 HIGH +119 TLL71.bin.41 89.6 0.0 2226777 21 233125 493101 SPMP71 0 0 0 18 MEDIUM +120 TLL71.bin.30 89.26 0.67 2535829 21 200425 430887 SPMP71 1 0 1 16 MEDIUM +121 TLL71.bin.9 87.14 8.33 3392554 140 69528 225040 SPMP71 5 5 5 19 MEDIUM +122 TLL71.bin.44 86.1 1.61 2075429 58 67517 192918 SPMP71 1 1 0 17 MEDIUM +123 TLL71.bin.46 83.37 1.34 1886471 181 20747 111834 SPMP71 0 0 0 17 MEDIUM +125 TLL71.bin.45 76.42 0.0 1940550 18 131628 272765 SPMP71 0 0 1 18 MEDIUM +126 TLL71.bin.50 75.2 0.67 1547561 118 18809 81531 SPMP71 0 0 1 19 MEDIUM +127 TLL71.bin.14 74.74 4.32 3170720 157 41017 302358 SPMP71 1 1 1 19 MEDIUM +128 TLL71.bin.23 71.65 6.01 2857432 156 31191 76003 SPMP71 1 1 0 17 MEDIUM +130 TLL71.bin.31 67.31 0.84 2526009 177 23341 63033 SPMP71 3 3 2 16 MEDIUM +131 TLL71.bin.49 65.27 0.0 1607543 16 100972 278982 SPMP71 0 0 0 17 MEDIUM +132 TLL71.bin.15 63.21 3.69 3153155 264 19155 80877 SPMP71 4 4 3 18 MEDIUM +133 TLL71.bin.48 58.47 1.61 1655751 5 431084 500889 SPMP71 4 4 4 19 MEDIUM +159 TLL60.bin.38 100.0 1.61 2342947 21 217333 1031899 SPMP60 5 5 4 20 HIGH +160 TLL60.bin.37 99.55 6.59 2363713 9 2115111 2115111 SPMP60 4 4 5 20 MEDIUM +161 TLL60.bin.16 99.33 2.17 3548113 37 244757 527658 SPMP60 7 7 6 20 HIGH +162 TLL60.bin.5 98.94 1.33 4518506 69 347129 483729 SPMP60 4 4 2 20 HIGH +163 TLL60.bin.17 98.73 2.48 3544582 58 167716 392224 SPMP60 3 3 0 19 NC +164 TLL60.bin.40 98.66 1.01 2300480 12 433768 946618 SPMP60 4 4 5 20 HIGH +165 TLL60.bin.25 98.66 0.0 3059558 24 679848 1305491 SPMP60 5 5 0 20 NC +166 TLL60.bin.26 98.63 1.03 3031366 47 308999 563905 SPMP60 2 2 2 20 HIGH +167 TLL60.bin.24 98.51 0.68 3147287 34 238390 494491 SPMP60 6 6 6 20 HIGH +168 TLL60.bin.48 98.43 1.0 1877940 14 463426 515007 SPMP60 6 6 6 19 HIGH +169 TLL60.bin.10 98.36 2.43 3913410 73 134841 581048 SPMP60 1 1 0 19 NC +170 TLL60.bin.34 98.12 0.0 2565640 27 383793 515724 SPMP60 2 2 2 19 HIGH +171 TLL60.bin.3 98.1 2.43 4778477 198 122660 281814 SPMP60 6 6 4 20 HIGH +172 TLL60.bin.1 98.1 4.66 5428920 119 241502 742902 SPMP60 5 5 2 20 HIGH +173 TLL60.bin.8 97.96 0.78 4073343 59 190711 765430 SPMP60 4 5 4 19 HIGH +174 TLL60.bin.7 97.45 6.01 4100712 61 325132 1018785 SPMP60 3 4 3 19 MEDIUM +175 TLL60.bin.11 97.15 1.58 3747590 47 272714 521148 SPMP60 5 5 0 20 NC +176 TLL60.bin.31 97.09 1.92 2729281 73 96550 411482 SPMP60 1 1 1 18 HIGH +177 TLL60.bin.15 97.08 2.34 3587593 53 397901 656755 SPMP60 3 3 2 20 HIGH +178 TLL60.bin.21 96.98 0.21 3368379 40 196809 359677 SPMP60 6 5 5 20 HIGH +179 TLL60.bin.13 96.48 0.21 3674811 116 151185 318734 SPMP60 5 5 3 19 HIGH +180 TLL60.bin.41 95.92 0.68 2249290 2 1380613 1380613 SPMP60 2 4 3 20 HIGH +181 TLL60.bin.18 95.74 0.86 3537854 101 57558 182094 SPMP60 2 2 1 20 HIGH +182 TLL60.bin.33 95.64 0.0 2596377 42 276317 546379 SPMP60 2 2 3 20 HIGH +183 TLL60.bin.2 95.43 0.75 4907460 80 128645 488081 SPMP60 4 4 3 20 HIGH +184 TLL60.bin.14 95.15 1.9 3655856 48 251001 979299 SPMP60 5 5 5 20 HIGH +185 TLL60.bin.49 92.62 0.0 1829451 11 292257 555700 SPMP60 0 0 1 19 NC +186 TLL60.bin.23 92.48 3.8 3260438 145 60309 205529 SPMP60 4 4 4 20 HIGH +187 TLL60.bin.22 92.18 0.0 3319982 46 319646 372921 SPMP60 3 3 3 20 HIGH +188 TLL60.bin.19 91.39 4.03 3455216 139 149220 569541 SPMP60 4 4 3 20 HIGH +189 TLL60.bin.28 89.44 4.03 2994397 48 327824 736686 SPMP60 8 8 7 20 MEDIUM +190 TLL60.bin.4 88.25 3.16 4595681 101 151948 374212 SPMP60 2 2 1 20 MEDIUM +191 TLL60.bin.30 88.05 0.0 2850977 47 198186 622526 SPMP60 7 7 0 19 MEDIUM +192 TLL60.bin.36 86.2 1.59 2535960 204 22710 79484 SPMP60 0 0 0 19 MEDIUM +194 TLL60.bin.29 82.88 1.01 2929381 77 115457 293592 SPMP60 1 2 2 19 MEDIUM +195 TLL60.bin.45 82.33 2.71 2047346 149 26632 75736 SPMP60 1 0 0 16 MEDIUM +196 TLL60.bin.44 81.27 0.34 2091480 102 38842 128049 SPMP60 3 3 1 17 MEDIUM +197 TLL60.bin.9 77.09 0.69 4006481 164 67918 204368 SPMP60 1 1 2 17 MEDIUM +198 TLL60.bin.12 69.8 0.13 3693888 167 42774 130215 SPMP60 2 2 1 16 MEDIUM +199 TLL60.bin.6 69.79 2.22 4384082 443 23886 172701 SPMP60 5 5 1 17 MEDIUM +201 TLL60.bin.32 62.91 0.24 2669639 161 27679 84876 SPMP60 1 1 0 15 MEDIUM +202 TLL60.bin.51 60.0 2.1 1679020 105 28509 97674 SPMP60 1 1 1 16 MEDIUM +203 TLL60.bin.47 56.84 0.67 1915333 141 29948 75423 SPMP60 0 0 1 14 MEDIUM +204 TLL60.bin.27 52.06 0.65 3000319 259 30031 122818 SPMP60 2 2 1 16 MEDIUM +205 TLL60.bin.39 51.94 0.34 2335682 145 50713 158613 SPMP60 2 1 1 17 MEDIUM +206 TLL60.bin.50 50.38 2.12 1791385 103 29077 89753 SPMP60 2 2 1 13 MEDIUM +230 TLL50.bin.24 100.0 3.28 2426931 45 648286 909254 SPMP50 1 1 0 20 NC +231 TLL50.bin.17 99.37 0.0 2925188 23 429508 565203 SPMP50 3 3 0 20 NC +232 TLL50.bin.29 99.33 1.06 2235923 42 180365 290697 SPMP50 1 2 3 18 HIGH +234 TLL50.bin.6 98.73 0.95 3563364 37 539941 691619 SPMP50 4 4 1 18 HIGH +235 TLL50.bin.12 98.73 1.07 3122200 12 906592 1206796 SPMP50 3 3 0 20 NC +236 TLL50.bin.9 98.69 0.0 3479945 13 940732 1127511 SPMP50 5 5 5 20 HIGH +237 TLL50.bin.4 98.04 1.85 4113544 74 119916 497052 SPMP50 2 2 2 19 HIGH +238 TLL50.bin.8 97.94 0.0 3539379 29 380440 1090819 SPMP50 2 2 1 20 HIGH +239 TLL50.bin.14 97.68 0.95 3045629 42 155911 393530 SPMP50 2 2 1 19 HIGH +240 TLL50.bin.25 97.37 0.71 2378877 37 578140 1050602 SPMP50 3 3 3 19 HIGH +241 TLL50.bin.7 97.28 5.44 3550001 86 140400 369110 SPMP50 6 4 5 20 MEDIUM +242 TLL50.bin.32 96.68 0.0 2052056 30 225611 337879 SPMP50 5 5 5 20 HIGH +243 TLL50.bin.10 95.91 0.0 3387282 13 700759 1247521 SPMP50 3 3 3 18 HIGH +244 TLL50.bin.28 94.73 6.63 2253118 45 1521692 1521692 SPMP50 3 3 1 19 MEDIUM +245 TLL50.bin.30 94.33 0.0 2182832 88 46627 138519 SPMP50 1 1 2 20 HIGH +246 TLL50.bin.15 94.06 1.06 2970594 62 132221 262726 SPMP50 1 1 0 19 NC +247 TLL50.bin.19 90.36 1.36 2802308 148 40271 136366 SPMP50 0 0 0 17 NC +248 TLL50.bin.18 87.97 0.63 2814496 35 303119 389464 SPMP50 4 4 0 20 MEDIUM +249 TLL50.bin.26 87.59 0.9 2340682 108 44222 185225 SPMP50 0 0 0 19 MEDIUM +250 TLL50.bin.5 85.45 1.9 3898105 216 33150 139068 SPMP50 1 1 0 14 MEDIUM +251 TLL50.bin.11 84.63 2.92 3256854 148 56242 153907 SPMP50 2 1 0 19 MEDIUM +252 TLL50.bin.2 82.63 9.7 4372838 171 93685 406612 SPMP50 4 4 1 15 MEDIUM +254 TLL50.bin.35 75.93 0.96 1958689 22 127948 305089 SPMP50 1 1 1 15 MEDIUM +255 TLL50.bin.21 65.42 0.0 2646047 25 112396 276564 SPMP50 3 3 4 20 MEDIUM +256 TLL50.bin.33 64.77 0.17 1973768 121 30114 118723 SPMP50 0 0 0 13 MEDIUM +257 TLL50.bin.34 59.48 0.0 1971774 5 426505 691757 SPMP50 0 0 0 12 MEDIUM +258 TLL50.bin.38 58.05 0.45 1406772 37 98725 195762 SPMP50 0 0 0 15 MEDIUM +259 TLL50.bin.36 55.56 0.0 1544963 5 279489 387275 SPMP50 4 4 1 15 MEDIUM +260 TLL50.bin.16 53.5 0.1 2946359 309 19452 69948 SPMP50 1 0 1 16 MEDIUM +261 TLL50.bin.31 51.57 0.0 2128639 13 186761 300851 SPMP50 0 0 0 15 MEDIUM +262 TLL50.bin.27 50.89 1.34 2274312 192 17159 65909 SPMP50 0 0 0 7 MEDIUM +297 TLL07.bin.11 99.22 0.08 3116178 107 93673 251933 SPMP07 2 2 0 20 NC +298 TLL07.bin.30 99.19 0.81 1862636 87 37764 96644 SPMP07 0 0 1 19 NC +299 TLL07.bin.4 98.95 1.68 3796877 50 156323 435913 SPMP07 2 2 1 18 HIGH +300 TLL07.bin.24 98.73 1.27 2465031 27 608130 986380 SPMP07 7 7 7 18 HIGH +301 TLL07.bin.7 98.32 1.45 3384391 148 54118 189088 SPMP07 0 0 0 17 NC +302 TLL07.bin.25 98.25 1.08 2256577 41 192436 440786 SPMP07 2 2 1 20 HIGH +303 TLL07.bin.9 97.87 0.0 3268331 237 23906 194562 SPMP07 0 1 1 19 NC +304 TLL07.bin.13 97.56 0.0 2992150 43 275075 524898 SPMP07 5 5 5 20 HIGH +305 TLL07.bin.2 97.52 0.19 5040946 114 80644 213297 SPMP07 2 2 2 20 HIGH +306 TLL07.bin.12 97.2 1.27 3050973 98 87407 152174 SPMP07 1 1 1 16 NC +307 TLL07.bin.5 97.03 1.85 3745305 80 203541 357380 SPMP07 3 3 3 18 HIGH +308 TLL07.bin.6 96.84 2.58 3504144 166 40045 91124 SPMP07 1 1 0 16 NC +309 TLL07.bin.14 96.6 0.0 2979826 63 179492 466483 SPMP07 3 3 3 19 HIGH +310 TLL07.bin.3 96.56 0.89 4672596 115 94502 230895 SPMP07 2 2 2 20 HIGH +311 TLL07.bin.17 96.49 1.75 2875295 76 123237 318713 SPMP07 4 4 1 20 HIGH +312 TLL07.bin.18 96.16 0.23 2848920 256 20665 119928 SPMP07 1 0 0 19 NC +313 TLL07.bin.26 95.33 1.1 2232242 164 24190 181342 SPMP07 0 0 1 19 NC +314 TLL07.bin.15 94.94 2.53 2928890 70 97786 422098 SPMP07 3 3 3 20 HIGH +315 TLL07.bin.20 92.56 1.34 2641760 191 26232 105421 SPMP07 3 1 2 18 HIGH +316 TLL07.bin.16 92.38 0.91 2925124 241 21104 124755 SPMP07 0 1 1 18 NC +317 TLL07.bin.10 90.82 1.03 3257039 251 27279 163348 SPMP07 1 2 0 17 NC +318 TLL07.bin.8 90.74 1.51 3275004 191 36981 243362 SPMP07 4 3 2 20 HIGH +319 TLL07.bin.29 89.0 0.82 1929535 282 11586 32834 SPMP07 0 0 0 19 MEDIUM +320 TLL07.bin.19 88.27 3.48 2769793 242 16162 81625 SPMP07 1 1 0 19 MEDIUM +321 TLL07.bin.21 86.07 6.24 2590782 375 20132 105639 SPMP07 0 0 1 16 MEDIUM +322 TLL07.bin.22 85.19 0.51 2524562 242 19953 101576 SPMP07 0 0 0 14 MEDIUM +323 TLL07.bin.28 75.39 7.98 2159079 410 13937 78293 SPMP07 1 1 1 14 MEDIUM +324 TLL07.bin.33 68.28 0.0 1360828 1 1360828 1360828 SPMP07 1 1 2 18 MEDIUM +325 TLL07.bin.23 66.56 2.45 2469076 370 14571 60819 SPMP07 0 0 0 9 MEDIUM +326 TLL07.bin.27 61.67 0.19 2216258 320 13166 62214 SPMP07 1 1 0 12 MEDIUM +354 TLL19.bin.7 100.0 1.61 3381822 54 259982 614533 SPMP19 2 2 2 20 HIGH +355 TLL19.bin.24 100.0 0.52 1674961 21 111084 270838 SPMP19 1 1 0 20 NC +356 TLL19.bin.8 99.78 0.67 3287312 37 200961 398711 SPMP19 4 4 4 20 HIGH +357 TLL19.bin.21 99.33 1.12 2233287 12 596987 972396 SPMP19 3 3 3 20 HIGH +358 TLL19.bin.5 98.73 0.63 3648733 61 233717 564593 SPMP19 6 6 1 20 HIGH +359 TLL19.bin.3 98.73 1.64 4246958 79 144692 308003 SPMP19 5 5 3 20 HIGH +360 TLL19.bin.2 98.73 0.84 4489915 54 667987 1051312 SPMP19 7 8 5 20 HIGH +361 TLL19.bin.14 98.66 1.34 2745087 30 237066 534374 SPMP19 3 2 1 17 NC +362 TLL19.bin.13 98.63 0.0 2797233 26 285495 458114 SPMP19 0 0 0 20 NC +363 TLL19.bin.16 98.57 1.43 2722497 47 99237 162827 SPMP19 2 2 0 18 NC +364 TLL19.bin.19 98.39 0.81 2401026 16 499225 1057041 SPMP19 1 1 1 20 HIGH +365 TLL19.bin.11 97.99 0.86 2880407 57 99718 302186 SPMP19 2 2 2 19 HIGH +366 TLL19.bin.20 97.99 1.01 2242759 14 559946 577514 SPMP19 2 2 2 20 HIGH +367 TLL19.bin.17 97.99 0.0 2716755 60 113632 243993 SPMP19 0 0 0 19 NC +368 TLL19.bin.6 97.31 0.0 3491639 73 140127 307443 SPMP19 5 5 2 18 HIGH +369 TLL19.bin.9 97.28 0.23 3087395 49 167637 456934 SPMP19 2 2 3 20 HIGH +370 TLL19.bin.18 95.33 0.58 2495894 129 33100 91940 SPMP19 0 0 0 12 NC +371 TLL19.bin.15 94.81 0.0 2742657 19 341629 696810 SPMP19 6 6 0 20 NC +372 TLL19.bin.12 94.63 0.67 2877018 71 71990 206402 SPMP19 1 1 0 20 NC +373 TLL19.bin.4 94.56 0.68 3738934 134 65506 169349 SPMP19 0 1 1 19 NC +375 TLL19.bin.10 82.96 0.13 2918269 135 36473 135690 SPMP19 2 2 1 20 MEDIUM +376 TLL19.bin.23 76.45 1.42 1846320 216 15396 51387 SPMP19 1 1 1 16 MEDIUM +377 TLL19.bin.25 53.43 0.27 1555689 102 23750 41385 SPMP19 0 0 0 11 MEDIUM +378 TLL19.bin.28 51.04 0.27 1232699 242 5460 18827 SPMP19 0 0 0 14 MEDIUM +403 TLL67.bin.43 100.0 0.45 2205969 10 1190611 1190611 SPMP67 4 4 4 20 HIGH +404 TLL67.bin.14 100.0 1.58 3876193 92 79891 288466 SPMP67 1 1 1 19 HIGH +405 TLL67.bin.37 99.83 1.5 2472160 14 691829 877298 SPMP67 4 4 4 20 HIGH +407 TLL67.bin.28 99.33 3.69 2932367 25 384149 693342 SPMP67 6 7 6 20 HIGH +408 TLL67.bin.12 99.26 0.93 4577228 94 230612 542592 SPMP67 2 2 2 20 HIGH +409 TLL67.bin.39 99.19 0.92 2345025 107 51214 129816 SPMP67 1 1 1 19 HIGH +410 TLL67.bin.42 99.08 0.35 2241710 4 1887659 1887659 SPMP67 3 3 0 20 NC +411 TLL67.bin.6 99.04 0.98 5480057 117 113203 361469 SPMP67 5 5 4 20 HIGH +412 TLL67.bin.29 98.66 0.67 2903369 30 219390 436280 SPMP67 2 2 2 20 HIGH +413 TLL67.bin.20 98.66 0.67 3299645 55 265913 560246 SPMP67 6 5 6 20 HIGH +414 TLL67.bin.17 98.54 0.49 3467454 77 213021 606603 SPMP67 6 6 0 20 NC +415 TLL67.bin.5 98.52 8.44 5518248 81 488070 809153 SPMP67 8 8 6 20 MEDIUM +416 TLL67.bin.19 98.31 1.27 3416681 60 158227 515776 SPMP67 3 3 3 20 HIGH +417 TLL67.bin.16 98.3 3.4 3635650 71 258405 828303 SPMP67 7 7 8 20 HIGH +418 TLL67.bin.50 97.85 0.18 1875791 30 189159 666721 SPMP67 1 0 1 20 NC +419 TLL67.bin.18 97.77 1.69 3433174 34 404571 482711 SPMP67 3 3 0 20 NC +420 TLL67.bin.13 97.54 0.19 4365450 131 55372 228451 SPMP67 5 5 4 20 HIGH +421 TLL67.bin.11 97.47 0.95 4702666 109 136855 380764 SPMP67 7 7 2 20 HIGH +422 TLL67.bin.8 97.36 2.53 5016232 71 183881 539730 SPMP67 2 2 2 20 HIGH +423 TLL67.bin.7 96.82 1.07 5226307 86 415020 659885 SPMP67 8 8 7 20 HIGH +424 TLL67.bin.4 96.48 1.0 5782262 105 119095 477470 SPMP67 3 3 3 20 HIGH +425 TLL67.bin.36 95.75 0.06 2474566 23 348130 634738 SPMP67 4 4 0 20 NC +426 TLL67.bin.34 95.64 2.01 2493968 123 37587 274643 SPMP67 3 3 2 20 HIGH +427 TLL67.bin.1 95.11 0.56 6681255 59 477067 1399593 SPMP67 2 2 2 20 HIGH +428 TLL67.bin.25 94.46 1.03 3035163 90 82779 157415 SPMP67 3 3 0 19 NC +429 TLL67.bin.23 93.89 1.1 3124256 182 38253 112603 SPMP67 1 0 1 18 NC +430 TLL67.bin.15 93.52 2.29 3638106 79 111404 365553 SPMP67 3 2 1 18 HIGH +431 TLL67.bin.3 93.36 2.37 6286429 402 31805 191563 SPMP67 1 1 1 18 HIGH +432 TLL67.bin.30 92.25 1.58 2780714 256 22985 62186 SPMP67 1 1 0 19 NC +433 TLL67.bin.21 90.96 2.24 3218722 186 33250 123797 SPMP67 1 1 0 19 NC +434 TLL67.bin.40 90.96 1.17 2340165 157 22563 76095 SPMP67 0 0 0 17 NC +435 TLL67.bin.45 86.41 0.35 2054555 187 22381 79222 SPMP67 0 0 0 15 MEDIUM +436 TLL67.bin.46 84.42 3.86 2005698 176 22046 90283 SPMP67 0 0 0 11 MEDIUM +437 TLL67.bin.35 83.49 0.32 2492583 233 15644 62212 SPMP67 2 2 1 15 MEDIUM +439 TLL67.bin.44 79.05 1.5 2134977 327 14606 81456 SPMP67 2 2 0 17 MEDIUM +440 TLL67.bin.22 78.89 2.48 3173203 333 15102 53193 SPMP67 0 0 0 17 MEDIUM +441 TLL67.bin.52 77.18 0.31 1648906 98 28674 103339 SPMP67 1 2 1 13 MEDIUM +442 TLL67.bin.27 77.08 2.01 2951001 271 17592 87999 SPMP67 1 1 1 15 MEDIUM +443 TLL67.bin.9 75.67 6.85 4957154 390 31409 112721 SPMP67 2 2 2 16 MEDIUM +444 TLL67.bin.41 73.78 0.22 2333137 329 13308 72576 SPMP67 1 1 1 16 MEDIUM +445 TLL67.bin.2 72.76 1.72 6624883 232 66196 217298 SPMP67 2 2 2 19 MEDIUM +446 TLL67.bin.24 71.63 0.0 3074493 290 19489 68709 SPMP67 1 1 0 18 MEDIUM +447 TLL67.bin.33 70.78 2.06 2560517 375 14611 87364 SPMP67 1 2 1 19 MEDIUM +448 TLL67.bin.48 69.4 0.29 1887751 199 15882 65760 SPMP67 1 1 0 13 MEDIUM +449 TLL67.bin.38 68.58 6.92 2387754 279 13877 58222 SPMP67 0 0 0 5 MEDIUM +450 TLL67.bin.10 66.22 0.63 4711805 806 11331 59356 SPMP67 1 1 0 14 MEDIUM +451 TLL67.bin.26 62.35 0.4 2977717 185 22020 110737 SPMP67 1 1 1 13 MEDIUM +452 TLL67.bin.51 59.11 0.34 1867416 214 13693 48711 SPMP67 1 0 0 9 MEDIUM +484 TLL18.bin.91 100.0 0.0 1899280 7 1278885 1278885 SPMP18 1 1 0 20 NC +485 TLL18.bin.73 100.0 3.64 2262910 33 1619579 1619579 SPMP18 2 3 4 20 HIGH +486 TLL18.bin.70 100.0 0.9 2283707 8 1361620 1361620 SPMP18 3 3 3 20 HIGH +487 TLL18.bin.41 100.0 0.0 2699725 23 317974 1250529 SPMP18 9 9 0 20 NC +488 TLL18.bin.57 99.52 1.06 2427166 17 602278 1046710 SPMP18 2 2 2 20 HIGH +489 TLL18.bin.16 99.44 3.14 3458195 36 405608 1347127 SPMP18 4 4 3 20 HIGH +490 TLL18.bin.69 99.33 1.01 2292362 17 580669 603930 SPMP18 2 3 3 20 HIGH +491 TLL18.bin.31 99.33 3.02 2945043 19 626622 1186025 SPMP18 5 4 1 20 HIGH +492 TLL18.bin.56 99.22 1.01 2472044 51 99510 420395 SPMP18 2 1 2 17 NC +493 TLL18.bin.11 99.21 4.24 3742003 56 354052 931131 SPMP18 4 3 0 20 NC +494 TLL18.bin.66 99.16 0.34 2328149 7 879435 971020 SPMP18 3 3 3 20 HIGH +495 TLL18.bin.76 98.66 0.0 2218592 16 591371 628972 SPMP18 2 2 3 20 HIGH +496 TLL18.bin.55 98.66 0.67 2486732 28 269478 406991 SPMP18 3 3 3 20 HIGH +497 TLL18.bin.34 98.66 0.67 2898496 25 263727 1376447 SPMP18 3 3 3 20 HIGH +498 TLL18.bin.28 98.66 0.0 3026855 54 128556 479521 SPMP18 3 3 3 20 HIGH +499 TLL18.bin.8 98.65 4.39 3906946 22 557632 1901698 SPMP18 5 5 5 20 HIGH +500 TLL18.bin.5 98.54 1.18 4077213 34 390606 626079 SPMP18 3 2 2 20 HIGH +501 TLL18.bin.12 98.42 3.69 3669525 68 343335 640699 SPMP18 7 7 1 20 HIGH +502 TLL18.bin.27 98.1 2.53 3100183 22 466511 1305947 SPMP18 3 3 3 20 HIGH +503 TLL18.bin.21 97.99 0.67 3219743 40 430927 555862 SPMP18 4 4 4 20 HIGH +504 TLL18.bin.19 97.93 7.57 3264724 96 110821 327210 SPMP18 3 3 3 20 MEDIUM +505 TLL18.bin.80 97.87 0.0 2110870 23 312506 499981 SPMP18 2 2 2 20 HIGH +506 TLL18.bin.2 97.78 5.38 4302637 168 151363 484234 SPMP18 5 6 6 20 MEDIUM +507 TLL18.bin.37 97.76 4.7 2852359 45 114131 326409 SPMP18 2 2 1 20 HIGH +508 TLL18.bin.13 97.64 0.99 3564504 110 183176 653075 SPMP18 5 5 3 19 HIGH +509 TLL18.bin.25 97.37 1.17 3126062 41 254791 449997 SPMP18 3 3 3 20 HIGH +510 TLL18.bin.17 97.26 2.53 3433335 48 308493 711841 SPMP18 6 6 5 20 HIGH +511 TLL18.bin.35 97.17 4.08 2898138 64 213109 505302 SPMP18 4 4 4 20 HIGH +512 TLL18.bin.14 96.7 1.55 3546889 28 262837 514391 SPMP18 2 2 0 19 NC +513 TLL18.bin.15 96.14 2.85 3520383 54 207273 543844 SPMP18 6 6 0 20 NC +514 TLL18.bin.58 96.07 0.23 2411250 59 102998 233498 SPMP18 1 0 0 20 NC +515 TLL18.bin.46 95.97 0.04 2615845 42 181276 428299 SPMP18 4 4 0 20 NC +516 TLL18.bin.26 95.95 9.39 3119321 86 78312 158348 SPMP18 3 3 3 18 MEDIUM +517 TLL18.bin.33 95.58 0.0 2932212 21 474901 536546 SPMP18 2 2 2 20 HIGH +518 TLL18.bin.59 95.41 0.0 2403599 16 427530 958066 SPMP18 3 3 4 19 HIGH +519 TLL18.bin.60 94.9 0.67 2397789 66 94157 255497 SPMP18 2 2 3 20 HIGH +520 TLL18.bin.43 94.83 8.02 2639296 23 300813 1236740 SPMP18 4 4 0 19 MEDIUM +521 TLL18.bin.29 94.68 0.27 2960213 58 73240 310501 SPMP18 4 3 1 20 HIGH +522 TLL18.bin.1 94.6 6.09 4625461 133 154825 525357 SPMP18 6 6 2 19 MEDIUM +523 TLL18.bin.42 94.34 1.34 2639531 34 139498 343181 SPMP18 2 2 2 17 NC +524 TLL18.bin.18 94.25 4.49 3301042 134 51873 162755 SPMP18 4 4 4 19 HIGH +525 TLL18.bin.10 94.2 2.22 3791243 46 174521 520659 SPMP18 7 7 1 19 HIGH +526 TLL18.bin.22 93.92 2.82 3207902 51 129956 386926 SPMP18 1 1 3 19 HIGH +527 TLL18.bin.40 93.4 2.17 2783080 39 200206 356858 SPMP18 4 4 0 20 NC +528 TLL18.bin.85 93.36 0.0 2051200 65 90252 230607 SPMP18 1 1 0 19 NC +529 TLL18.bin.67 93.29 0.67 2300035 36 189008 476634 SPMP18 2 3 3 20 HIGH +530 TLL18.bin.39 92.62 3.06 2793386 91 105538 499111 SPMP18 1 1 2 19 HIGH +531 TLL18.bin.24 91.84 1.36 3160966 59 538099 655363 SPMP18 5 4 4 20 HIGH +532 TLL18.bin.50 91.15 2.46 2550104 117 91286 346425 SPMP18 2 2 2 18 HIGH +534 TLL18.bin.71 90.21 1.86 2283617 105 50850 115763 SPMP18 4 3 3 16 NC +535 TLL18.bin.81 89.31 1.34 2101577 43 97087 200247 SPMP18 2 2 2 20 MEDIUM +536 TLL18.bin.68 87.81 0.22 2293091 103 36109 127131 SPMP18 1 1 0 14 MEDIUM +537 TLL18.bin.47 87.67 1.46 2598893 57 88489 242131 SPMP18 4 4 4 20 MEDIUM +538 TLL18.bin.84 86.78 0.0 2069544 37 99772 235208 SPMP18 1 1 1 19 MEDIUM +539 TLL18.bin.3 86.04 2.22 4272403 149 82479 233599 SPMP18 2 3 3 18 MEDIUM +540 TLL18.bin.9 85.58 5.7 3858716 125 117375 305577 SPMP18 6 6 4 20 MEDIUM +541 TLL18.bin.63 83.78 0.37 2377200 9 589265 1033768 SPMP18 3 3 3 20 MEDIUM +542 TLL18.bin.100 82.49 1.34 1486118 32 99973 301980 SPMP18 1 1 1 13 MEDIUM +543 TLL18.bin.20 82.37 1.33 3224347 43 126334 258198 SPMP18 2 2 2 19 MEDIUM +545 TLL18.bin.54 81.98 0.24 2491731 5 613837 665297 SPMP18 4 4 0 19 MEDIUM +546 TLL18.bin.30 81.89 5.26 2954909 97 100155 240714 SPMP18 3 3 2 16 MEDIUM +547 TLL18.bin.44 81.86 4.27 2626949 93 236955 442537 SPMP18 2 2 1 18 MEDIUM +548 TLL18.bin.6 79.39 1.33 4073664 72 173847 349153 SPMP18 5 5 5 20 MEDIUM +549 TLL18.bin.4 77.13 9.93 4214516 94 83210 228075 SPMP18 3 2 2 18 MEDIUM +550 TLL18.bin.78 75.81 2.69 2163361 47 91595 299955 SPMP18 6 6 6 18 MEDIUM +551 TLL18.bin.48 75.03 1.21 2572098 87 63033 146439 SPMP18 3 3 2 19 MEDIUM +552 TLL18.bin.93 74.75 0.81 1694515 99 42840 114658 SPMP18 0 0 0 18 MEDIUM +553 TLL18.bin.94 74.23 0.68 1593576 73 77032 165268 SPMP18 1 1 2 16 MEDIUM +554 TLL18.bin.102 73.18 3.57 1249791 82 46202 110342 SPMP18 0 0 1 17 MEDIUM +555 TLL18.bin.36 73.02 9.19 2863180 139 43537 237390 SPMP18 1 2 1 14 MEDIUM +557 TLL18.bin.7 71.21 1.29 3921091 66 431987 796955 SPMP18 2 2 4 17 MEDIUM +558 TLL18.bin.52 70.79 0.0 2513935 145 35293 118573 SPMP18 2 1 2 16 MEDIUM +559 TLL18.bin.32 67.09 3.22 2944286 63 61446 199003 SPMP18 2 2 2 19 MEDIUM +560 TLL18.bin.45 66.79 3.5 2618874 160 39562 135950 SPMP18 1 1 0 11 MEDIUM +561 TLL18.bin.96 66.67 1.3 1567341 61 79614 192428 SPMP18 1 1 1 15 MEDIUM +562 TLL18.bin.49 66.09 2.43 2570349 136 38268 181360 SPMP18 2 2 1 9 MEDIUM +563 TLL18.bin.38 65.39 0.53 2846006 107 42856 147004 SPMP18 1 1 0 15 MEDIUM +564 TLL18.bin.53 65.15 4.24 2499794 96 80501 190871 SPMP18 0 0 0 11 MEDIUM +565 TLL18.bin.65 62.81 0.0 2340658 106 38296 113601 SPMP18 0 0 0 13 MEDIUM +566 TLL18.bin.79 62.04 2.68 2114573 90 47025 173995 SPMP18 1 1 1 15 MEDIUM +567 TLL18.bin.51 61.05 4.09 2518482 151 30577 168372 SPMP18 0 0 0 15 MEDIUM +568 TLL18.bin.90 58.79 0.7 1923963 134 22522 96999 SPMP18 1 1 1 11 MEDIUM +569 TLL18.bin.95 58.1 0.0 1592996 104 22795 72767 SPMP18 1 2 2 18 MEDIUM +570 TLL18.bin.61 56.16 1.27 2392918 123 27408 101403 SPMP18 1 1 0 16 MEDIUM +571 TLL18.bin.97 54.75 0.79 1556616 90 25255 128128 SPMP18 2 2 2 14 MEDIUM +572 TLL18.bin.99 54.52 0.67 1510732 36 63169 133923 SPMP18 1 1 2 17 MEDIUM +573 TLL18.bin.64 53.96 2.63 2345162 134 31294 76919 SPMP18 3 3 2 17 MEDIUM +574 TLL18.bin.92 53.57 6.25 1861378 102 34842 121194 SPMP18 1 1 2 15 MEDIUM +575 TLL18.bin.106 53.45 0.0 1074215 1 1074215 1074215 SPMP18 0 0 0 6 MEDIUM +576 TLL18.bin.83 53.36 4.7 2076087 17 251912 462645 SPMP18 3 3 3 20 MEDIUM +577 TLL18.bin.62 53.0 1.91 2385916 80 44144 125083 SPMP18 2 2 0 13 MEDIUM +578 TLL18.bin.82 50.16 1.01 2098954 111 29487 146642 SPMP18 1 1 1 14 MEDIUM +658 TLL20.bin.34 100.0 3.23 2490069 55 88520 217730 SPMP20 2 2 1 19 HIGH +659 TLL20.bin.18 100.0 2.53 3057128 41 147431 348285 SPMP20 4 4 3 20 HIGH +660 TLL20.bin.5 99.52 2.5 3791587 29 439509 1865360 SPMP20 3 4 0 19 NC +661 TLL20.bin.9 99.15 2.66 3433765 46 325473 638891 SPMP20 4 4 0 20 NC +662 TLL20.bin.8 99.12 1.6 3543312 50 186723 467218 SPMP20 1 0 1 18 NC +663 TLL20.bin.1 98.73 6.69 4845851 96 266910 639128 SPMP20 7 7 3 20 MEDIUM +664 TLL20.bin.16 98.66 0.67 3119690 25 462737 1213045 SPMP20 4 4 4 20 HIGH +665 TLL20.bin.21 98.38 1.37 2882134 58 151577 434757 SPMP20 2 1 1 19 HIGH +666 TLL20.bin.4 98.31 1.9 3866111 36 269229 747003 SPMP20 5 4 4 20 HIGH +667 TLL20.bin.13 98.21 4.94 3341809 68 171685 337887 SPMP20 3 3 3 20 HIGH +668 TLL20.bin.32 97.99 3.02 2522375 47 266961 463135 SPMP20 2 2 2 18 HIGH +669 TLL20.bin.41 97.32 0.0 2080578 59 99701 248081 SPMP20 1 1 2 20 HIGH +670 TLL20.bin.24 97.32 0.11 2841980 47 322686 758736 SPMP20 4 4 4 20 HIGH +671 TLL20.bin.7 96.36 0.72 3597897 79 117371 446093 SPMP20 3 3 0 19 NC +672 TLL20.bin.6 96.18 2.53 3765101 77 115669 232074 SPMP20 4 4 1 18 HIGH +673 TLL20.bin.38 95.57 1.72 2348106 40 173237 454702 SPMP20 2 2 2 20 HIGH +674 TLL20.bin.36 95.56 0.0 2445202 61 132942 320628 SPMP20 5 5 4 20 HIGH +675 TLL20.bin.33 95.18 1.96 2506454 71 74622 269202 SPMP20 2 3 1 20 HIGH +676 TLL20.bin.37 95.17 0.64 2420513 50 93170 238426 SPMP20 0 0 1 19 NC +677 TLL20.bin.47 95.16 0.0 1721188 114 26469 96715 SPMP20 2 2 1 17 NC +678 TLL20.bin.42 94.57 1.06 2045474 66 61643 117347 SPMP20 2 2 3 20 HIGH +679 TLL20.bin.3 93.68 3.1 4402453 79 177238 299560 SPMP20 4 4 4 20 HIGH +680 TLL20.bin.12 93.58 2.68 3367608 63 134244 449403 SPMP20 6 6 5 19 HIGH +681 TLL20.bin.26 92.79 0.0 2765739 73 78958 249052 SPMP20 4 4 0 20 NC +682 TLL20.bin.29 92.18 0.11 2655227 81 53353 138572 SPMP20 1 1 0 18 NC +683 TLL20.bin.22 90.96 2.42 2854979 86 57825 358977 SPMP20 1 1 0 17 NC +684 TLL20.bin.11 90.25 8.44 3392115 86 130457 338957 SPMP20 5 5 4 20 MEDIUM +685 TLL20.bin.46 87.76 0.0 1746292 161 15477 62031 SPMP20 0 0 0 13 MEDIUM +686 TLL20.bin.23 84.23 9.84 2845949 150 47981 154764 SPMP20 2 2 2 17 MEDIUM +687 TLL20.bin.20 83.82 5.59 2920300 53 195210 592437 SPMP20 5 5 5 20 MEDIUM +688 TLL20.bin.19 83.56 0.63 2923765 128 39968 111742 SPMP20 1 1 0 19 MEDIUM +689 TLL20.bin.30 81.87 0.0 2653397 55 209020 551460 SPMP20 3 3 0 19 MEDIUM +690 TLL20.bin.27 81.82 0.12 2760950 215 18835 53919 SPMP20 0 0 2 18 MEDIUM +691 TLL20.bin.35 81.51 1.21 2450688 206 27336 97523 SPMP20 1 1 0 12 MEDIUM +692 TLL20.bin.2 81.11 4.66 4774902 338 25567 102747 SPMP20 1 1 0 20 MEDIUM +693 TLL20.bin.43 81.1 2.38 1981171 68 65676 136986 SPMP20 2 2 1 19 MEDIUM +694 TLL20.bin.17 80.33 0.63 3095684 67 81339 201256 SPMP20 6 6 3 19 MEDIUM +695 TLL20.bin.28 80.26 1.2 2675715 121 50980 154389 SPMP20 1 1 2 17 MEDIUM +696 TLL20.bin.10 79.27 6.96 3429333 110 61916 152844 SPMP20 3 3 0 18 MEDIUM +697 TLL20.bin.31 78.74 8.16 2590605 56 263798 595572 SPMP20 4 4 4 19 MEDIUM +698 TLL20.bin.44 75.93 1.07 1876248 174 18248 56678 SPMP20 1 1 0 17 MEDIUM +699 TLL20.bin.25 73.54 0.0 2835906 393 8948 48982 SPMP20 0 0 0 14 MEDIUM +700 TLL20.bin.14 72.76 0.0 3225608 41 211692 368560 SPMP20 4 4 4 19 MEDIUM +701 TLL20.bin.48 67.03 0.02 1640394 94 30037 75625 SPMP20 1 1 1 18 MEDIUM +702 TLL20.bin.45 63.75 0.0 1863861 125 27984 129926 SPMP20 1 1 1 18 MEDIUM +703 TLL20.bin.40 60.49 0.0 2131048 145 30417 99475 SPMP20 3 3 1 19 MEDIUM +704 TLL20.bin.15 52.01 5.16 3198013 275 18599 109203 SPMP20 2 2 0 9 MEDIUM +757 TLL40.bin.67 100.0 0.0 2242137 5 2227238 2227238 SPMP40 3 3 3 20 HIGH +758 TLL40.bin.35 100.0 1.53 3146630 55 358645 576115 SPMP40 5 5 5 20 HIGH +759 TLL40.bin.25 100.0 0.0 3370492 23 1129123 1383908 SPMP40 5 5 6 20 HIGH +760 TLL40.bin.66 99.55 0.09 2308632 5 2197838 2197838 SPMP40 4 4 5 20 HIGH +761 TLL40.bin.68 99.54 0.0 2147304 1 2147304 2147304 SPMP40 3 3 0 20 NC +762 TLL40.bin.53 99.54 2.2 2589977 20 1006273 1229169 SPMP40 4 4 0 20 NC +763 TLL40.bin.44 99.52 2.88 2886723 29 491775 886807 SPMP40 2 2 2 20 HIGH +764 TLL40.bin.33 99.42 0.97 3210299 29 599171 1035095 SPMP40 6 6 3 20 HIGH +765 TLL40.bin.72 99.4 1.2 2014683 12 1290776 1290776 SPMP40 5 5 5 20 HIGH +766 TLL40.bin.28 99.33 2.03 3296334 38 490790 832313 SPMP40 7 7 6 20 HIGH +767 TLL40.bin.16 99.32 0.68 3622307 70 882215 998638 SPMP40 4 5 5 20 HIGH +768 TLL40.bin.20 99.24 1.49 3532451 67 156599 305577 SPMP40 5 5 5 20 HIGH +769 TLL40.bin.7 99.19 0.85 4310573 68 149208 583014 SPMP40 2 2 2 20 HIGH +770 TLL40.bin.70 99.19 0.0 2099373 15 329566 726599 SPMP40 2 3 0 20 NC +771 TLL40.bin.6 99.13 0.58 4438450 37 233868 557876 SPMP40 5 5 6 20 HIGH +772 TLL40.bin.8 99.11 1.78 4262595 11 1087084 1249712 SPMP40 4 4 4 20 HIGH +773 TLL40.bin.2 99.04 1.09 5075390 41 488801 1106196 SPMP40 6 6 6 20 HIGH +774 TLL40.bin.59 98.66 7.16 2483852 10 826193 1223218 SPMP40 3 3 3 20 MEDIUM +775 TLL40.bin.43 98.66 0.0 2896057 15 575568 796997 SPMP40 3 3 3 18 HIGH +776 TLL40.bin.13 98.49 0.74 3756642 23 337740 592828 SPMP40 4 4 4 20 HIGH +777 TLL40.bin.61 98.32 1.34 2451257 8 1642396 1642396 SPMP40 4 4 3 20 HIGH +778 TLL40.bin.38 98.32 2.01 3058819 26 273994 570936 SPMP40 7 5 4 20 HIGH +779 TLL40.bin.4 98.13 4.65 4803477 31 491798 789846 SPMP40 3 3 4 20 HIGH +780 TLL40.bin.55 98.12 0.0 2581393 50 288419 1223441 SPMP40 6 6 6 20 HIGH +781 TLL40.bin.10 98.1 1.58 3844388 36 204489 604593 SPMP40 7 7 0 20 NC +782 TLL40.bin.50 98.1 0.0 2709761 23 323208 446699 SPMP40 3 3 3 20 HIGH +783 TLL40.bin.31 98.0 6.01 3227824 64 91073 266618 SPMP40 0 0 0 18 MEDIUM +784 TLL40.bin.62 97.99 0.67 2430977 20 735178 824415 SPMP40 2 2 3 20 HIGH +785 TLL40.bin.29 97.78 0.63 3276198 33 267404 762341 SPMP40 3 3 3 19 HIGH +786 TLL40.bin.18 97.44 0.53 3607526 14 533630 1377683 SPMP40 2 2 1 20 HIGH +787 TLL40.bin.49 97.32 0.0 2734864 21 679113 1013707 SPMP40 5 4 2 20 HIGH +788 TLL40.bin.22 97.31 0.27 3450491 5 2236485 2236485 SPMP40 3 3 3 19 HIGH +789 TLL40.bin.9 97.28 0.0 3870650 29 523709 965076 SPMP40 5 5 5 20 HIGH +790 TLL40.bin.30 96.92 3.02 3262104 73 325335 484320 SPMP40 3 3 3 20 HIGH +791 TLL40.bin.17 96.92 1.23 3618675 48 163765 338590 SPMP40 2 2 2 20 HIGH +792 TLL40.bin.39 96.58 1.37 3045477 40 222082 304665 SPMP40 2 2 2 19 HIGH +793 TLL40.bin.54 95.75 0.34 2587832 41 114157 591942 SPMP40 1 1 0 18 NC +794 TLL40.bin.32 95.47 0.0 3224186 59 140659 451817 SPMP40 2 1 2 20 HIGH +795 TLL40.bin.45 95.22 1.75 2859352 76 131022 315268 SPMP40 3 3 3 16 NC +796 TLL40.bin.42 94.49 0.0 2911853 62 86285 338797 SPMP40 4 4 2 20 HIGH +797 TLL40.bin.23 93.33 3.14 3441059 44 299483 650160 SPMP40 4 4 4 19 HIGH +798 TLL40.bin.48 93.06 1.34 2742674 45 120283 221119 SPMP40 3 3 4 20 HIGH +799 TLL40.bin.47 92.97 0.0 2798053 89 88231 306093 SPMP40 3 3 3 20 HIGH +800 TLL40.bin.57 90.83 0.22 2538502 44 82709 251357 SPMP40 2 2 2 17 NC +801 TLL40.bin.52 90.58 3.22 2617982 93 66306 167546 SPMP40 1 0 0 18 NC +802 TLL40.bin.69 90.05 1.61 2135236 28 155983 374561 SPMP40 3 3 1 19 HIGH +803 TLL40.bin.71 89.84 0.32 2093030 39 125862 176530 SPMP40 2 2 3 16 MEDIUM +804 TLL40.bin.19 89.45 6.16 3559728 76 257375 719456 SPMP40 5 5 2 19 MEDIUM +805 TLL40.bin.51 87.86 0.67 2622003 48 124363 244134 SPMP40 1 1 0 17 MEDIUM +806 TLL40.bin.5 87.41 5.98 4553887 29 270868 726173 SPMP40 6 6 6 20 MEDIUM +807 TLL40.bin.34 86.09 1.52 3161094 23 917693 991721 SPMP40 4 4 0 20 MEDIUM +808 TLL40.bin.26 84.7 7.12 3365397 67 152586 432570 SPMP40 6 6 4 18 MEDIUM +809 TLL40.bin.37 83.22 6.04 3088538 31 791385 901727 SPMP40 5 6 6 19 MEDIUM +810 TLL40.bin.41 82.42 6.63 2965521 33 204392 881943 SPMP40 5 6 0 19 MEDIUM +811 TLL40.bin.36 82.05 0.7 3090383 111 82477 251634 SPMP40 5 3 0 18 MEDIUM +812 TLL40.bin.3 81.48 3.76 5052400 72 165193 408601 SPMP40 4 4 4 19 MEDIUM +813 TLL40.bin.65 81.1 0.0 2311903 95 42013 139392 SPMP40 0 0 0 17 MEDIUM +814 TLL40.bin.15 80.7 4.64 3639294 91 167783 453646 SPMP40 5 5 5 18 MEDIUM +815 TLL40.bin.64 80.54 1.68 2316573 53 76226 218946 SPMP40 3 3 2 20 MEDIUM +816 TLL40.bin.11 78.51 6.86 3829249 123 55542 137714 SPMP40 3 3 0 15 MEDIUM +817 TLL40.bin.40 78.01 4.43 3027951 83 74979 187671 SPMP40 5 5 3 17 MEDIUM +818 TLL40.bin.27 76.91 2.11 3342724 72 81820 247912 SPMP40 2 2 2 17 MEDIUM +819 TLL40.bin.63 76.68 2.4 2390495 105 51649 140353 SPMP40 0 0 0 14 MEDIUM +820 TLL40.bin.60 76.4 0.67 2476702 92 47571 236006 SPMP40 0 0 2 17 MEDIUM +821 TLL40.bin.21 75.99 3.69 3504930 108 103631 239101 SPMP40 4 4 3 19 MEDIUM +822 TLL40.bin.58 74.53 0.67 2505478 91 48645 114681 SPMP40 1 1 2 16 MEDIUM +824 TLL40.bin.73 65.55 0.0 1993644 31 86722 208610 SPMP40 0 0 0 15 MEDIUM +825 TLL40.bin.75 64.89 0.67 1581948 85 38471 123262 SPMP40 2 3 2 18 MEDIUM +826 TLL40.bin.24 59.93 3.63 3401370 95 73828 180748 SPMP40 3 3 3 16 MEDIUM +827 TLL40.bin.56 59.18 9.94 2560086 49 414966 551932 SPMP40 5 3 3 15 MEDIUM +828 TLL40.bin.14 56.78 8.25 3736963 154 65799 395856 SPMP40 3 3 3 18 MEDIUM +829 TLL40.bin.46 51.72 3.45 2840249 8 327252 694020 SPMP40 2 2 2 18 MEDIUM +830 TLL40.bin.12 51.04 2.57 3803266 66 140558 896757 SPMP40 3 3 3 16 MEDIUM +871 TLL74.bin.47 100.0 0.81 2393649 30 132577 321560 SPMP74 4 4 4 20 HIGH +872 TLL74.bin.27 100.0 0.27 2837267 8 1553271 1553271 SPMP74 1 1 0 20 NC +873 TLL74.bin.52 99.54 0.0 2133640 6 933908 1031111 SPMP74 2 2 0 20 NC +874 TLL74.bin.40 99.4 0.15 2514348 28 190150 529906 SPMP74 1 1 1 19 HIGH +875 TLL74.bin.10 99.37 3.16 3420765 37 799100 1105200 SPMP74 12 10 5 20 HIGH +876 TLL74.bin.11 99.33 0.67 3406526 44 270414 1025389 SPMP74 8 8 8 20 HIGH +877 TLL74.bin.14 99.21 1.21 3299595 30 278741 496714 SPMP74 3 3 0 20 NC +878 TLL74.bin.34 99.04 0.96 2574481 32 197429 567976 SPMP74 2 2 2 19 HIGH +879 TLL74.bin.32 98.94 2.67 2727789 91 76789 246180 SPMP74 4 4 1 20 HIGH +880 TLL74.bin.7 98.79 1.93 3540264 48 202556 637815 SPMP74 3 3 0 20 NC +881 TLL74.bin.41 98.75 0.81 2489595 29 171630 593632 SPMP74 4 4 1 20 HIGH +882 TLL74.bin.4 98.73 3.1 3828638 79 178678 489702 SPMP74 6 6 6 20 HIGH +883 TLL74.bin.3 98.73 6.2 4129138 143 148128 539466 SPMP74 3 3 3 18 MEDIUM +884 TLL74.bin.16 98.66 0.0 3093725 60 171319 349034 SPMP74 3 2 3 20 HIGH +885 TLL74.bin.30 98.64 0.63 2758572 16 791776 1115525 SPMP74 5 5 5 20 HIGH +886 TLL74.bin.26 98.25 0.0 2849881 45 158009 337136 SPMP74 3 2 0 19 NC +887 TLL74.bin.22 98.25 5.58 2918482 57 175524 520391 SPMP74 5 5 4 20 MEDIUM +888 TLL74.bin.12 98.1 1.27 3389065 26 274221 548712 SPMP74 5 5 5 20 HIGH +889 TLL74.bin.23 97.99 2.01 2878513 31 589500 1003928 SPMP74 6 6 5 20 HIGH +890 TLL74.bin.21 97.96 1.5 2961100 51 147072 335857 SPMP74 2 2 2 20 HIGH +891 TLL74.bin.9 97.83 1.17 3514737 95 115294 631041 SPMP74 4 4 4 20 HIGH +892 TLL74.bin.24 97.76 0.67 2865164 10 739262 1045483 SPMP74 4 4 4 20 HIGH +893 TLL74.bin.8 97.51 2.38 3522486 146 83116 223856 SPMP74 3 3 3 20 HIGH +895 TLL74.bin.35 97.17 3.4 2563751 28 563184 929973 SPMP74 5 5 5 20 HIGH +896 TLL74.bin.15 97.01 0.19 3276478 84 104817 241904 SPMP74 3 3 0 20 NC +897 TLL74.bin.6 96.96 2.82 3691161 99 98277 248146 SPMP74 5 4 2 20 HIGH +898 TLL74.bin.33 96.64 0.0 2605019 108 260980 802266 SPMP74 3 3 3 20 HIGH +899 TLL74.bin.2 96.62 6.26 5319779 202 119519 474046 SPMP74 4 4 4 20 MEDIUM +900 TLL74.bin.19 96.42 0.0 3039942 44 131541 328589 SPMP74 0 0 0 17 NC +901 TLL74.bin.49 96.0 2.38 2247034 146 36213 120126 SPMP74 2 2 0 19 NC +902 TLL74.bin.25 94.81 1.39 2865035 89 65965 168850 SPMP74 2 2 2 19 HIGH +903 TLL74.bin.20 94.49 8.68 3015709 117 85575 308791 SPMP74 5 4 4 20 MEDIUM +904 TLL74.bin.48 94.29 1.9 2274806 21 238876 344861 SPMP74 2 2 0 18 NC +905 TLL74.bin.51 93.54 0.44 2135808 43 100411 247263 SPMP74 2 2 3 19 HIGH +906 TLL74.bin.55 93.29 0.0 2004181 16 350636 868251 SPMP74 1 0 1 18 NC +908 TLL74.bin.17 92.9 2.27 3065183 104 64683 165967 SPMP74 2 2 1 20 HIGH +909 TLL74.bin.39 92.28 0.0 2518165 34 479503 1084482 SPMP74 4 4 0 20 NC +910 TLL74.bin.59 91.95 0.0 1896256 4 1238525 1238525 SPMP74 2 2 3 20 HIGH +911 TLL74.bin.58 91.86 0.08 1970654 89 31088 85042 SPMP74 0 0 0 16 NC +912 TLL74.bin.36 91.16 1.34 2556162 78 61439 192816 SPMP74 0 0 1 19 NC +913 TLL74.bin.31 90.93 0.0 2734206 194 36205 129134 SPMP74 2 3 3 18 HIGH +914 TLL74.bin.45 90.82 0.68 2414362 52 155843 404859 SPMP74 4 2 2 19 HIGH +915 TLL74.bin.44 90.54 0.17 2425849 77 58947 202538 SPMP74 2 2 2 19 HIGH +916 TLL74.bin.46 88.45 0.67 2407570 188 23369 90793 SPMP74 1 2 1 20 MEDIUM +917 TLL74.bin.50 88.24 4.84 2140720 66 55248 161906 SPMP74 3 3 3 18 MEDIUM +918 TLL74.bin.29 87.79 0.67 2766567 166 35053 140900 SPMP74 1 1 1 20 MEDIUM +919 TLL74.bin.56 86.8 0.82 1982810 72 40737 206525 SPMP74 3 3 3 16 MEDIUM +921 TLL74.bin.38 85.38 0.06 2524525 41 216461 325860 SPMP74 4 3 3 16 MEDIUM +922 TLL74.bin.71 84.78 3.37 1224312 43 95968 166565 SPMP74 1 1 0 19 MEDIUM +923 TLL74.bin.62 81.65 0.3 1777706 122 20943 58215 SPMP74 0 0 0 17 MEDIUM +926 TLL74.bin.13 76.58 3.97 3379394 188 26905 117915 SPMP74 1 1 1 20 MEDIUM +927 TLL74.bin.63 74.21 3.13 1745986 12 605084 753051 SPMP74 1 2 2 20 MEDIUM +928 TLL74.bin.43 73.81 0.0 2445333 119 37092 151962 SPMP74 4 4 0 18 MEDIUM +930 TLL74.bin.53 73.23 0.91 2068273 117 29671 76748 SPMP74 0 0 0 13 MEDIUM +931 TLL74.bin.64 72.65 0.0 1602403 146 21390 77080 SPMP74 0 0 0 17 MEDIUM +932 TLL74.bin.66 71.09 0.86 1493189 163 15678 55139 SPMP74 1 1 0 18 MEDIUM +933 TLL74.bin.61 66.22 0.67 1804895 27 85776 126657 SPMP74 0 0 0 16 MEDIUM +934 TLL74.bin.18 57.72 2.53 3046615 213 22831 95973 SPMP74 2 2 1 16 MEDIUM +935 TLL74.bin.68 56.6 5.88 1352805 9 745859 745859 SPMP74 3 2 2 20 MEDIUM +936 TLL74.bin.60 55.81 0.0 1848060 137 23146 103071 SPMP74 1 1 0 12 MEDIUM +937 TLL74.bin.42 54.78 1.6 2485937 183 21954 94863 SPMP74 4 4 3 15 MEDIUM +938 TLL74.bin.67 53.62 0.81 1403574 159 15207 39754 SPMP74 0 0 0 16 MEDIUM +974 TLL11.bin.22 100.0 0.63 2440858 1 2440858 2440858 SPMP11 6 6 6 20 HIGH +975 TLL11.bin.3 99.37 3.48 3547782 23 370642 753768 SPMP11 6 6 2 20 HIGH +976 TLL11.bin.25 99.33 1.34 2318100 6 1258727 1258727 SPMP11 4 4 4 20 HIGH +977 TLL11.bin.2 99.33 2.17 3690033 9 981803 1421552 SPMP11 8 8 7 20 HIGH +978 TLL11.bin.8 98.8 1.21 3054032 24 265569 566249 SPMP11 4 4 0 20 NC +979 TLL11.bin.27 98.73 0.02 2263593 1 2263593 2263593 SPMP11 5 5 5 20 HIGH +980 TLL11.bin.11 98.63 0.0 2832276 11 485913 728380 SPMP11 4 4 3 20 HIGH +981 TLL11.bin.4 98.55 8.21 3416680 17 477311 953597 SPMP11 4 4 0 19 MEDIUM +982 TLL11.bin.14 98.47 2.04 2682211 17 310420 600398 SPMP11 5 5 6 20 HIGH +983 TLL11.bin.6 98.31 2.53 3134134 14 428915 659923 SPMP11 5 5 2 20 HIGH +984 TLL11.bin.19 98.25 0.0 2572594 5 421239 1174470 SPMP11 5 5 5 20 HIGH +985 TLL11.bin.18 97.99 0.0 2584348 13 548285 931199 SPMP11 4 4 0 20 NC +986 TLL11.bin.13 97.96 0.0 2735022 1 2735022 2735022 SPMP11 2 2 3 20 HIGH +987 TLL11.bin.1 97.74 0.38 4426631 25 438447 843411 SPMP11 6 6 5 20 HIGH +988 TLL11.bin.26 97.32 0.0 2300950 4 1379784 1379784 SPMP11 4 4 4 20 HIGH +989 TLL11.bin.7 96.94 1.9 3093247 16 316429 849965 SPMP11 6 6 5 20 HIGH +990 TLL11.bin.15 96.64 0.67 2668430 27 146956 531451 SPMP11 4 4 4 20 HIGH +991 TLL11.bin.16 95.97 2.77 2663599 11 623965 900216 SPMP11 6 6 6 19 HIGH +992 TLL11.bin.33 95.81 0.0 2036527 4 615629 819626 SPMP11 6 6 7 20 HIGH +993 TLL11.bin.10 95.03 0.0 2873855 14 256336 458803 SPMP11 4 4 4 20 HIGH +994 TLL11.bin.38 94.35 0.0 1874959 45 99382 175183 SPMP11 3 3 2 19 HIGH +995 TLL11.bin.28 93.03 0.0 2184914 22 199991 453611 SPMP11 4 4 4 19 HIGH +996 TLL11.bin.12 91.16 3.81 2794355 11 537345 1045645 SPMP11 3 3 3 20 HIGH +997 TLL11.bin.30 86.58 0.0 2176289 16 172819 590965 SPMP11 4 4 0 20 MEDIUM +998 TLL11.bin.31 84.2 5.39 2147585 28 108534 277945 SPMP11 3 3 3 20 MEDIUM +999 TLL11.bin.5 81.58 0.0 3143977 57 124431 246989 SPMP11 3 3 0 20 MEDIUM +1000 TLL11.bin.17 81.39 2.71 2621631 6 456334 687181 SPMP11 5 5 5 19 MEDIUM +1001 TLL11.bin.21 80.32 0.68 2482671 48 91664 193133 SPMP11 1 1 1 20 MEDIUM +1002 TLL11.bin.40 77.88 0.92 1524154 1 1524153 1524153 SPMP11 2 2 0 18 MEDIUM +1003 TLL11.bin.24 77.55 1.42 2351952 8 529558 855998 SPMP11 5 5 5 20 MEDIUM +1004 TLL11.bin.9 76.47 0.0 2876648 48 105396 566631 SPMP11 2 2 2 18 MEDIUM +1005 TLL11.bin.39 75.21 1.95 1776180 37 101122 239660 SPMP11 2 2 2 16 MEDIUM +1006 TLL11.bin.37 74.16 0.34 1972976 10 437258 525065 SPMP11 2 2 2 20 MEDIUM +1007 TLL11.bin.23 68.11 8.81 2381081 41 310011 647429 SPMP11 1 1 0 19 MEDIUM +1008 TLL11.bin.41 63.03 3.05 1472058 2 1166054 1166054 SPMP11 2 2 2 12 MEDIUM +1009 TLL11.bin.20 57.89 1.75 2523558 20 575724 734421 SPMP11 4 4 4 17 MEDIUM +1010 TLL11.bin.36 57.65 0.39 1995464 33 110426 222402 SPMP11 3 3 2 16 MEDIUM +1011 TLL11.bin.35 56.92 1.48 2002123 28 184409 345931 SPMP11 3 3 3 17 MEDIUM +1012 TLL11.bin.29 56.79 6.33 2183287 10 293137 547227 SPMP11 5 5 3 19 MEDIUM +1057 TLL03.bin.62 100.0 0.81 2180353 38 109028 303592 SPMP03 1 1 1 19 HIGH +1058 TLL03.bin.55 100.0 0.0 2432031 29 290123 470017 SPMP03 5 5 7 20 HIGH +1059 TLL03.bin.54 100.0 0.9 2440349 65 69467 214431 SPMP03 2 2 3 20 HIGH +1060 TLL03.bin.53 100.0 0.66 2453387 50 114544 468552 SPMP03 0 0 0 19 NC +1061 TLL03.bin.33 99.53 0.68 2843992 35 492190 1298942 SPMP03 5 5 5 20 HIGH +1062 TLL03.bin.51 99.52 0.96 2538805 23 291254 740988 SPMP03 0 1 0 20 NC +1063 TLL03.bin.22 99.52 0.0 3132869 31 178379 470418 SPMP03 1 1 2 20 HIGH +1064 TLL03.bin.9 99.52 2.09 3471106 60 232161 454255 SPMP03 3 3 0 20 NC +1065 TLL03.bin.6 99.52 0.24 3617820 38 298929 547884 SPMP03 4 4 0 20 NC +1066 TLL03.bin.4 99.52 5.31 3714294 38 551833 878260 SPMP03 4 4 0 20 MEDIUM +1067 TLL03.bin.36 99.39 0.0 2756494 22 321582 574390 SPMP03 6 6 6 20 HIGH +1068 TLL03.bin.3 99.37 4.32 3848383 83 182940 912763 SPMP03 5 5 5 20 HIGH +1069 TLL03.bin.21 99.37 0.0 3141005 36 215662 593737 SPMP03 3 3 2 20 HIGH +1070 TLL03.bin.50 99.33 3.36 2542140 12 767204 859333 SPMP03 7 7 7 20 HIGH +1071 TLL03.bin.12 99.33 0.67 3370475 72 119461 296771 SPMP03 1 1 2 20 HIGH +1072 TLL03.bin.34 98.88 0.68 2839678 68 214112 351395 SPMP03 5 5 3 20 HIGH +1073 TLL03.bin.19 98.83 0.58 3158187 19 644459 1091022 SPMP03 5 5 5 20 HIGH +1074 TLL03.bin.2 98.65 3.21 3939407 63 377221 599063 SPMP03 6 6 6 20 HIGH +1075 TLL03.bin.42 98.11 1.36 2643584 64 198857 550999 SPMP03 9 9 0 20 NC +1076 TLL03.bin.43 97.99 2.35 2615191 47 114870 334956 SPMP03 3 2 2 20 HIGH +1077 TLL03.bin.5 97.96 6.12 3711418 67 377465 698397 SPMP03 3 2 2 20 MEDIUM +1078 TLL03.bin.29 97.96 0.68 2910349 14 620913 749144 SPMP03 3 3 3 20 HIGH +1079 TLL03.bin.18 97.85 0.24 3216150 44 163905 733120 SPMP03 3 3 2 20 HIGH +1080 TLL03.bin.15 97.68 0.63 3274124 51 253216 642486 SPMP03 5 5 4 20 HIGH +1081 TLL03.bin.17 97.66 0.19 3248029 82 170507 644063 SPMP03 5 5 2 20 HIGH +1082 TLL03.bin.39 97.29 0.67 2701292 34 190753 377370 SPMP03 1 0 1 20 NC +1083 TLL03.bin.46 96.98 6.38 2586310 13 385959 1062738 SPMP03 3 3 5 20 MEDIUM +1084 TLL03.bin.27 96.95 2.4 2929069 76 142286 298782 SPMP03 4 4 4 20 HIGH +1085 TLL03.bin.26 96.75 1.12 2947461 103 48540 192958 SPMP03 1 1 1 17 NC +1086 TLL03.bin.28 96.64 2.15 2923570 76 176115 316376 SPMP03 1 1 1 19 HIGH +1087 TLL03.bin.47 96.23 1.34 2572724 45 96279 216953 SPMP03 1 1 0 20 NC +1088 TLL03.bin.25 95.97 1.23 2959241 20 349473 423392 SPMP03 2 2 2 19 HIGH +1089 TLL03.bin.13 95.3 0.67 3365363 24 526760 1352356 SPMP03 3 3 3 20 HIGH +1090 TLL03.bin.48 95.3 1.85 2549810 93 103685 257324 SPMP03 3 3 3 18 HIGH +1091 TLL03.bin.8 94.62 5.04 3578696 212 43849 336534 SPMP03 1 1 1 19 MEDIUM +1092 TLL03.bin.20 93.72 0.63 3144396 74 115248 282139 SPMP03 3 3 3 18 HIGH +1093 TLL03.bin.23 93.62 1.34 3099629 49 194473 426601 SPMP03 5 4 2 19 HIGH +1094 TLL03.bin.52 93.29 1.45 2523445 127 31897 106485 SPMP03 1 1 1 20 HIGH +1095 TLL03.bin.16 93.2 0.68 3258567 52 308859 709046 SPMP03 4 3 3 20 HIGH +1096 TLL03.bin.65 92.62 0.0 1891179 19 271431 851882 SPMP03 0 0 1 19 NC +1097 TLL03.bin.32 92.4 0.93 2854857 42 210789 343065 SPMP03 3 3 0 18 NC +1098 TLL03.bin.59 92.18 1.77 2271210 76 107230 226431 SPMP03 2 2 3 19 HIGH +1099 TLL03.bin.24 91.75 2.85 3047646 18 674407 970333 SPMP03 8 8 8 20 HIGH +1100 TLL03.bin.7 91.49 4.15 3580105 110 220531 426875 SPMP03 4 4 0 20 NC +1101 TLL03.bin.10 91.32 1.44 3427038 90 104657 356592 SPMP03 6 6 4 20 HIGH +1102 TLL03.bin.63 90.6 0.0 2023239 67 69081 242080 SPMP03 1 1 1 16 NC +1103 TLL03.bin.30 89.73 2.56 2899074 89 98252 269360 SPMP03 3 4 3 17 MEDIUM +1104 TLL03.bin.45 89.37 1.34 2591780 54 70572 171300 SPMP03 1 1 1 17 MEDIUM +1105 TLL03.bin.61 88.73 0.81 2198552 68 60434 212202 SPMP03 2 2 1 18 MEDIUM +1106 TLL03.bin.68 88.14 0.12 1793099 62 45476 115413 SPMP03 1 1 0 20 MEDIUM +1107 TLL03.bin.49 88.01 0.12 2546026 33 283538 611954 SPMP03 3 3 3 16 MEDIUM +1108 TLL03.bin.57 87.68 1.25 2313130 119 45169 108377 SPMP03 0 0 0 18 MEDIUM +1109 TLL03.bin.44 86.85 0.27 2598167 100 55484 135234 SPMP03 1 1 1 18 MEDIUM +1110 TLL03.bin.58 86.06 2.5 2312637 195 31105 105835 SPMP03 2 2 0 18 MEDIUM +1111 TLL03.bin.56 84.38 1.02 2367734 135 31171 130346 SPMP03 2 2 2 19 MEDIUM +1112 TLL03.bin.38 82.19 6.89 2701641 158 64983 289856 SPMP03 4 4 0 17 MEDIUM +1113 TLL03.bin.35 82.0 3.12 2785762 53 96309 347947 SPMP03 4 4 4 19 MEDIUM +1114 TLL03.bin.31 81.77 1.27 2856542 82 69112 260787 SPMP03 3 3 2 20 MEDIUM +1115 TLL03.bin.40 81.17 0.63 2672405 23 130298 286424 SPMP03 1 1 0 18 MEDIUM +1116 TLL03.bin.11 80.33 1.39 3399445 101 56372 140820 SPMP03 4 4 3 19 MEDIUM +1118 TLL03.bin.67 74.79 0.92 1859471 70 41220 119653 SPMP03 2 1 1 18 MEDIUM +1119 TLL03.bin.14 74.05 5.44 3282063 81 360781 510081 SPMP03 5 5 2 20 MEDIUM +1120 TLL03.bin.71 72.86 0.0 1749151 142 22160 81334 SPMP03 0 0 0 13 MEDIUM +1121 TLL03.bin.64 69.67 2.47 1930755 227 16805 73754 SPMP03 1 1 2 12 MEDIUM +1122 TLL03.bin.41 63.03 3.48 2657841 147 42840 101345 SPMP03 3 3 3 11 MEDIUM +1124 TLL03.bin.66 60.38 2.8 1878460 320 15269 128868 SPMP03 1 1 0 10 MEDIUM +1125 TLL03.bin.75 60.15 0.31 1410478 79 31174 125120 SPMP03 1 1 0 14 MEDIUM +1126 TLL03.bin.37 58.39 3.98 2733734 137 32928 110734 SPMP03 3 3 1 17 MEDIUM +1127 TLL03.bin.60 54.95 2.91 2260688 122 30230 81415 SPMP03 2 2 2 15 MEDIUM +1165 TLL01.bin.21 100.0 0.3 2138150 31 107328 199172 SPMP01 2 2 2 19 HIGH +1166 TLL01.bin.11 100.0 0.47 2768909 17 1516636 1516636 SPMP01 9 9 0 20 NC +1167 TLL01.bin.18 99.48 0.52 2169461 17 1158709 1158709 SPMP01 4 4 5 18 HIGH +1168 TLL01.bin.23 99.18 0.0 2086582 18 330074 489002 SPMP01 6 6 5 20 HIGH +1169 TLL01.bin.14 99.18 0.89 2357768 307 11633 43692 SPMP01 1 0 0 19 NC +1170 TLL01.bin.2 99.13 8.68 5347290 131 446187 621075 SPMP01 3 3 3 19 MEDIUM +1171 TLL01.bin.29 98.39 2.02 1767139 18 199829 466231 SPMP01 0 1 0 20 NC +1172 TLL01.bin.8 98.15 4.09 3085514 301 16664 70075 SPMP01 0 0 0 16 NC +1173 TLL01.bin.17 97.51 0.87 2181904 75 60946 177685 SPMP01 1 1 1 20 HIGH +1174 TLL01.bin.20 97.47 1.34 2153285 64 53269 145820 SPMP01 0 0 0 20 NC +1175 TLL01.bin.12 97.28 0.85 2742784 48 147382 390188 SPMP01 3 3 1 20 HIGH +1176 TLL01.bin.5 97.08 2.8 3541751 217 29974 136843 SPMP01 1 1 1 19 HIGH +1177 TLL01.bin.22 96.61 0.65 2122344 118 38239 155266 SPMP01 0 0 0 19 NC +1179 TLL01.bin.26 96.19 1.5 1977065 178 15492 60410 SPMP01 0 0 0 19 NC +1180 TLL01.bin.4 94.75 0.38 3766435 131 40769 136522 SPMP01 0 0 0 19 NC +1181 TLL01.bin.6 93.45 0.19 3306629 255 20513 97149 SPMP01 0 0 0 18 NC +1182 TLL01.bin.10 91.97 3.03 2941268 194 23939 77628 SPMP01 0 0 0 18 NC +1183 TLL01.bin.19 91.79 2.03 2167693 54 132995 435066 SPMP01 1 1 1 19 HIGH +1184 TLL01.bin.16 91.32 3.63 2194390 59 80744 195026 SPMP01 2 2 2 20 HIGH +1185 TLL01.bin.3 90.56 5.15 4459325 340 19452 87598 SPMP01 2 1 2 19 MEDIUM +1186 TLL01.bin.15 87.98 6.59 2223823 60 76890 248520 SPMP01 2 2 2 20 MEDIUM +1187 TLL01.bin.7 86.89 0.0 3220610 413 12490 55319 SPMP01 0 0 0 14 MEDIUM +1188 TLL01.bin.27 86.29 0.95 1932517 124 32338 89331 SPMP01 0 0 0 20 MEDIUM +1189 TLL01.bin.25 80.43 2.53 2001134 7 409017 600717 SPMP01 2 2 0 19 MEDIUM +1190 TLL01.bin.13 72.27 6.13 2454037 148 35664 124849 SPMP01 2 2 2 18 MEDIUM +1191 TLL01.bin.24 70.94 0.81 2084580 184 21508 122625 SPMP01 1 1 1 15 MEDIUM +1193 TLL01.bin.9 60.81 3.06 2972695 439 10707 51568 SPMP01 1 1 1 18 MEDIUM +1208 TLL58.bin.17 100.0 0.0 2273877 4 1358481 1358481 SPMP58 2 2 0 20 NC +1209 TLL58.bin.18 99.59 0.63 2259382 16 481349 717630 SPMP58 4 3 4 20 HIGH +1210 TLL58.bin.15 99.37 0.47 2960137 19 869859 904257 SPMP58 5 5 0 20 NC +1212 TLL58.bin.10 98.1 0.63 3431802 18 940369 1057240 SPMP58 6 6 6 15 NC +1213 TLL58.bin.16 97.79 0.0 2830334 57 89486 545635 SPMP58 3 3 3 20 HIGH +1214 TLL58.bin.13 97.51 0.58 3179462 27 229719 857746 SPMP58 4 4 2 20 HIGH +1215 TLL58.bin.2 96.6 2.07 5318987 89 129409 527847 SPMP58 2 2 2 20 HIGH +1216 TLL58.bin.20 95.08 0.63 2138851 58 55022 113689 SPMP58 1 1 2 18 HIGH +1217 TLL58.bin.12 91.56 0.0 3182727 56 123705 367968 SPMP58 2 1 0 20 NC +1218 TLL58.bin.8 90.25 0.57 3718979 107 137783 447538 SPMP58 2 2 0 19 NC +1219 TLL58.bin.19 89.37 1.38 2235022 55 115522 174323 SPMP58 1 1 0 19 MEDIUM +1220 TLL58.bin.1 89.19 0.21 5880785 119 126401 463656 SPMP58 0 0 0 17 MEDIUM +1221 TLL58.bin.3 87.35 5.59 5309373 255 234719 629850 SPMP58 5 5 4 20 MEDIUM +1222 TLL58.bin.9 86.94 4.54 3565531 43 335290 971568 SPMP58 4 4 4 20 MEDIUM +1223 TLL58.bin.4 75.84 0.0 5167943 444 19690 85296 SPMP58 0 0 0 15 MEDIUM +1224 TLL58.bin.7 70.95 2.42 3766955 341 22479 161984 SPMP58 2 2 1 19 MEDIUM +1225 TLL58.bin.6 61.26 1.43 4234816 62 94305 251141 SPMP58 1 1 1 18 MEDIUM +1226 TLL58.bin.21 59.36 2.05 2112146 3 1286208 1286208 SPMP58 3 3 0 18 MEDIUM +1227 TLL58.bin.5 50.35 8.77 4253792 189 44872 194027 SPMP58 2 4 1 16 MEDIUM +1247 TLL13.bin.12 99.68 2.43 3741923 77 161110 514504 SPMP13 7 8 3 20 HIGH +1248 TLL13.bin.54 99.55 0.61 2226678 10 2141355 2141355 SPMP13 4 4 5 20 HIGH +1249 TLL13.bin.26 99.33 2.01 3014749 42 419457 673969 SPMP13 7 7 6 20 HIGH +1250 TLL13.bin.43 99.33 0.92 2421131 11 796679 841348 SPMP13 4 4 0 20 NC +1251 TLL13.bin.68 99.2 0.0 1819804 5 1782935 1782935 SPMP13 2 2 0 20 NC +1252 TLL13.bin.55 99.19 0.0 2170794 41 140244 405387 SPMP13 1 1 0 20 NC +1253 TLL13.bin.45 99.19 0.0 2397330 36 177673 376715 SPMP13 1 2 2 20 HIGH +1254 TLL13.bin.41 99.19 8.87 2470357 20 201446 436047 SPMP13 4 3 4 20 MEDIUM +1255 TLL13.bin.23 99.16 0.67 3076974 48 236159 381395 SPMP13 2 2 3 20 HIGH +1256 TLL13.bin.34 99.04 1.2 2674814 44 181483 397654 SPMP13 1 1 1 19 HIGH +1257 TLL13.bin.8 98.73 6.22 4229899 228 117953 356740 SPMP13 6 6 5 20 MEDIUM +1258 TLL13.bin.44 98.66 4.03 2398301 33 255433 421881 SPMP13 2 2 2 20 HIGH +1259 TLL13.bin.24 98.64 3.51 3047707 76 138816 419848 SPMP13 2 2 2 17 NC +1260 TLL13.bin.21 98.52 4.42 3114217 86 95885 300840 SPMP13 3 3 3 19 HIGH +1261 TLL13.bin.2 98.51 0.93 5207679 46 333124 981593 SPMP13 5 4 4 20 HIGH +1262 TLL13.bin.32 98.45 0.68 2743443 80 101701 321010 SPMP13 2 2 2 19 HIGH +1263 TLL13.bin.15 98.39 0.27 3345794 81 68814 251727 SPMP13 2 2 2 20 HIGH +1264 TLL13.bin.53 98.32 0.67 2240131 31 547289 694460 SPMP13 2 2 3 20 HIGH +1265 TLL13.bin.7 98.28 4.7 4294067 90 133029 600506 SPMP13 2 2 1 20 HIGH +1266 TLL13.bin.35 97.99 0.0 2605087 43 203157 661956 SPMP13 1 1 1 19 HIGH +1267 TLL13.bin.52 97.39 0.0 2242775 110 49435 145100 SPMP13 0 0 0 18 NC +1268 TLL13.bin.36 97.27 0.0 2542255 35 182503 628914 SPMP13 1 1 3 20 HIGH +1269 TLL13.bin.25 97.26 0.0 3026892 27 428189 504580 SPMP13 4 4 4 20 HIGH +1270 TLL13.bin.3 97.26 8.92 4982718 312 48903 388846 SPMP13 6 6 1 17 MEDIUM +1271 TLL13.bin.31 96.94 1.44 2785768 52 120611 863077 SPMP13 2 2 2 19 HIGH +1272 TLL13.bin.22 96.54 0.58 3078770 79 137053 297453 SPMP13 3 4 0 18 NC +1273 TLL13.bin.50 96.05 0.84 2270295 55 83870 325351 SPMP13 2 2 0 20 NC +1274 TLL13.bin.30 96.0 0.0 2814165 39 232955 914078 SPMP13 1 1 1 15 NC +1275 TLL13.bin.13 95.97 1.01 3728015 86 104260 234974 SPMP13 2 2 2 20 HIGH +1276 TLL13.bin.27 95.92 1.36 2993566 73 195298 562759 SPMP13 4 4 5 20 HIGH +1277 TLL13.bin.18 95.91 0.58 3239876 102 168719 525518 SPMP13 4 4 4 20 HIGH +1278 TLL13.bin.38 95.64 0.67 2488793 38 181851 579750 SPMP13 3 3 3 20 HIGH +1279 TLL13.bin.17 95.3 2.01 3268718 131 56110 263888 SPMP13 1 1 1 18 HIGH +1280 TLL13.bin.11 94.63 2.01 3902266 120 86271 370424 SPMP13 0 0 2 18 NC +1281 TLL13.bin.39 94.46 0.0 2484304 34 154416 491514 SPMP13 2 2 0 20 NC +1282 TLL13.bin.48 93.94 1.34 2303496 51 168967 435994 SPMP13 1 1 2 20 HIGH +1283 TLL13.bin.16 92.95 2.59 3294081 124 51841 199158 SPMP13 1 1 1 15 NC +1284 TLL13.bin.14 92.72 2.74 3532382 78 124727 279111 SPMP13 4 4 0 20 NC +1285 TLL13.bin.4 91.92 1.24 4878809 157 71026 256361 SPMP13 4 5 3 20 HIGH +1286 TLL13.bin.60 90.91 0.93 2055531 88 40070 232989 SPMP13 0 1 1 19 NC +1287 TLL13.bin.1 90.81 4.31 7889471 126 122822 367387 SPMP13 2 2 0 19 NC +1288 TLL13.bin.59 90.1 2.01 2071731 109 48073 166789 SPMP13 0 1 0 17 NC +1289 TLL13.bin.6 89.99 1.58 4722093 44 368455 558441 SPMP13 7 7 7 20 MEDIUM +1290 TLL13.bin.20 89.18 0.24 3135265 76 103447 295624 SPMP13 4 4 0 19 MEDIUM +1291 TLL13.bin.56 89.13 0.27 2156879 121 31284 171840 SPMP13 1 0 0 15 MEDIUM +1292 TLL13.bin.33 87.83 8.09 2698617 110 56567 171169 SPMP13 3 3 3 20 MEDIUM +1293 TLL13.bin.42 87.14 2.83 2435723 156 32405 77395 SPMP13 1 2 1 19 MEDIUM +1294 TLL13.bin.37 87.14 0.06 2536154 135 35596 116365 SPMP13 1 1 1 16 MEDIUM +1295 TLL13.bin.49 82.11 1.34 2277155 138 38004 184231 SPMP13 0 0 0 19 MEDIUM +1296 TLL13.bin.47 77.32 0.0 2334253 66 63631 213712 SPMP13 2 2 0 20 MEDIUM +1297 TLL13.bin.29 77.06 1.79 2859393 108 54000 122144 SPMP13 1 1 0 17 MEDIUM +1298 TLL13.bin.63 76.92 1.27 1986387 106 40761 118378 SPMP13 0 0 1 18 MEDIUM +1299 TLL13.bin.70 76.86 0.12 1597106 78 29831 96602 SPMP13 0 0 0 18 MEDIUM +1300 TLL13.bin.51 76.22 2.07 2261258 112 43204 114687 SPMP13 2 2 0 15 MEDIUM +1301 TLL13.bin.10 71.55 1.72 3985945 151 39673 104055 SPMP13 2 2 1 19 MEDIUM +1304 TLL13.bin.66 67.82 1.45 1916382 157 22077 76729 SPMP13 0 0 0 16 MEDIUM +1305 TLL13.bin.40 64.89 0.0 2483828 193 21189 71903 SPMP13 0 0 0 17 MEDIUM +1306 TLL13.bin.64 64.13 1.1 1983584 109 41677 129211 SPMP13 1 1 0 15 MEDIUM +1307 TLL13.bin.69 63.74 1.95 1764057 113 27384 78278 SPMP13 0 1 1 7 MEDIUM +1309 TLL13.bin.46 60.66 1.96 2380787 155 31407 140313 SPMP13 1 1 1 15 MEDIUM +1310 TLL13.bin.57 59.14 1.75 2141509 132 28218 86598 SPMP13 1 1 0 9 MEDIUM +1311 TLL13.bin.19 55.17 1.72 3151022 190 24802 76894 SPMP13 0 0 0 11 MEDIUM +1312 TLL13.bin.61 50.28 1.57 2048630 173 19065 79514 SPMP13 1 1 1 15 MEDIUM +1358 TLL53.bin.34 100.0 0.95 2377092 17 465647 613691 SPMP53 4 4 4 20 HIGH +1359 TLL53.bin.27 100.0 0.61 2856063 37 246326 514402 SPMP53 7 7 0 20 NC +1360 TLL53.bin.33 99.68 1.27 2500367 32 722911 956039 SPMP53 5 4 5 20 HIGH +1361 TLL53.bin.10 98.73 1.27 3335230 92 108570 245862 SPMP53 5 4 3 19 HIGH +1362 TLL53.bin.9 98.54 2.32 3359292 155 89271 338235 SPMP53 4 4 4 20 HIGH +1363 TLL53.bin.21 97.9 0.21 2934433 65 130294 526022 SPMP53 2 2 1 20 HIGH +1365 TLL53.bin.41 97.05 0.45 2115426 16 332154 747073 SPMP53 3 4 2 20 HIGH +1366 TLL53.bin.12 96.85 1.7 3253683 60 199307 468356 SPMP53 4 3 2 20 HIGH +1367 TLL53.bin.13 96.65 0.19 3162122 28 341409 1108357 SPMP53 2 3 3 20 HIGH +1368 TLL53.bin.6 96.6 6.46 3570555 159 102352 446740 SPMP53 4 4 4 19 MEDIUM +1369 TLL53.bin.16 96.09 2.81 3091185 77 160445 307798 SPMP53 4 4 2 20 HIGH +1370 TLL53.bin.17 95.98 1.95 3015809 178 78061 214118 SPMP53 2 2 0 19 NC +1371 TLL53.bin.20 95.81 5.09 2934643 84 145434 486159 SPMP53 4 4 4 20 MEDIUM +1372 TLL53.bin.40 95.45 0.07 2216308 96 41615 257856 SPMP53 1 1 0 18 NC +1373 TLL53.bin.30 95.28 0.0 2631629 68 171532 345372 SPMP53 7 7 0 20 NC +1374 TLL53.bin.28 94.65 1.22 2699812 77 71895 204194 SPMP53 2 1 0 19 NC +1375 TLL53.bin.19 94.62 0.0 2975229 39 238378 468305 SPMP53 3 3 2 20 HIGH +1376 TLL53.bin.26 94.41 2.35 2884475 58 158157 397242 SPMP53 5 5 4 20 HIGH +1377 TLL53.bin.31 93.79 0.78 2602205 111 50620 208949 SPMP53 2 3 1 19 HIGH +1378 TLL53.bin.7 93.5 1.01 3467803 142 66973 216457 SPMP53 3 3 2 19 HIGH +1379 TLL53.bin.15 93.49 6.21 3120493 165 53919 267800 SPMP53 3 4 0 19 MEDIUM +1380 TLL53.bin.37 93.15 0.6 2266319 134 32960 90795 SPMP53 0 1 2 18 NC +1381 TLL53.bin.25 92.22 1.41 2894719 116 109405 222728 SPMP53 7 6 5 20 HIGH +1382 TLL53.bin.8 89.74 4.54 3368827 156 52900 267096 SPMP53 1 1 1 19 MEDIUM +1383 TLL53.bin.23 86.49 4.0 2909334 255 34074 127164 SPMP53 2 2 2 19 MEDIUM +1384 TLL53.bin.18 85.94 2.02 3012173 147 38126 103691 SPMP53 1 1 0 19 MEDIUM +1385 TLL53.bin.35 83.68 1.36 2374520 67 116229 403155 SPMP53 4 4 2 17 MEDIUM +1386 TLL53.bin.29 83.09 4.35 2644732 35 516246 852917 SPMP53 4 4 1 19 MEDIUM +1387 TLL53.bin.2 82.42 0.67 3820554 224 28575 103526 SPMP53 0 0 0 18 MEDIUM +1388 TLL53.bin.3 80.53 1.06 3753956 131 58686 182659 SPMP53 2 2 0 16 MEDIUM +1389 TLL53.bin.22 78.11 5.64 2932322 337 12055 69320 SPMP53 1 0 2 16 MEDIUM +1390 TLL53.bin.11 73.71 5.62 3313754 140 105750 281609 SPMP53 6 4 0 20 MEDIUM +1391 TLL53.bin.24 69.71 1.9 2902790 180 56033 234479 SPMP53 4 4 1 20 MEDIUM +1392 TLL53.bin.14 69.09 2.53 3140452 176 31449 106921 SPMP53 3 2 2 17 MEDIUM +1393 TLL53.bin.4 68.53 7.41 3691236 186 46548 312220 SPMP53 4 4 4 18 MEDIUM +1395 TLL53.bin.42 57.82 0.0 2111077 199 20501 93530 SPMP53 2 2 0 17 MEDIUM +1397 TLL53.bin.44 55.29 0.67 1903748 207 13452 51552 SPMP53 0 0 0 9 MEDIUM +1398 TLL53.bin.39 50.6 0.16 2240761 198 22789 116452 SPMP53 1 1 1 17 MEDIUM +1448 TLL02.bin.38 100.0 1.61 2083770 26 222592 455668 SPMP02 2 2 2 20 HIGH +1449 TLL02.bin.36 100.0 5.7 2195761 7 2070657 2070657 SPMP02 3 3 3 20 MEDIUM +1450 TLL02.bin.32 100.0 0.69 2364425 59 70888 188245 SPMP02 1 1 1 20 HIGH +1451 TLL02.bin.31 100.0 1.9 2454952 18 1900809 1900809 SPMP02 6 6 6 20 HIGH +1452 TLL02.bin.33 99.6 3.02 2261470 23 172988 604796 SPMP02 3 3 2 20 HIGH +1453 TLL02.bin.16 99.42 1.46 3321985 69 178707 447021 SPMP02 3 3 0 20 NC +1454 TLL02.bin.30 99.4 0.0 2460204 35 217638 469881 SPMP02 5 5 6 20 HIGH +1455 TLL02.bin.10 99.37 3.48 4040448 26 769309 923458 SPMP02 8 8 4 20 HIGH +1456 TLL02.bin.7 99.25 0.0 4786651 39 475076 1032503 SPMP02 7 7 8 20 HIGH +1457 TLL02.bin.23 99.19 4.15 2801761 118 245906 572184 SPMP02 2 2 1 20 HIGH +1458 TLL02.bin.11 99.03 4.11 3909053 41 214322 645023 SPMP02 5 5 0 20 NC +1459 TLL02.bin.37 98.78 0.64 2183560 7 587688 1034056 SPMP02 6 5 6 20 HIGH +1460 TLL02.bin.5 98.65 0.89 5005789 65 214732 463962 SPMP02 6 6 6 20 HIGH +1461 TLL02.bin.25 98.64 0.06 2721696 31 155452 273857 SPMP02 1 1 0 18 NC +1462 TLL02.bin.1 98.11 0.13 6516936 69 337484 814270 SPMP02 3 3 3 20 HIGH +1463 TLL02.bin.35 98.1 0.02 2232099 4 1354583 1354583 SPMP02 3 3 3 20 HIGH +1464 TLL02.bin.14 98.1 0.0 3726843 35 496503 765248 SPMP02 7 7 7 20 HIGH +1465 TLL02.bin.6 97.64 1.87 4866287 59 169008 394055 SPMP02 4 4 6 19 HIGH +1466 TLL02.bin.8 97.58 1.41 4311688 45 316813 1368764 SPMP02 3 3 1 18 HIGH +1467 TLL02.bin.39 97.32 0.0 2063965 10 1383631 1383631 SPMP02 2 2 3 20 HIGH +1468 TLL02.bin.24 96.64 1.34 2783067 19 442695 960869 SPMP02 7 7 7 20 HIGH +1469 TLL02.bin.4 96.62 2.05 5127048 143 134918 545716 SPMP02 5 6 3 20 HIGH +1470 TLL02.bin.2 96.53 1.92 6025393 80 132241 520801 SPMP02 2 2 2 20 HIGH +1471 TLL02.bin.3 96.2 4.51 5703791 159 264787 416538 SPMP02 9 9 3 20 HIGH +1472 TLL02.bin.18 95.09 1.64 3036882 94 59558 189711 SPMP02 0 0 0 17 NC +1473 TLL02.bin.19 91.97 0.97 3002866 57 248692 742423 SPMP02 3 3 0 20 NC +1474 TLL02.bin.15 91.82 0.5 3521140 47 112321 326613 SPMP02 1 1 1 19 HIGH +1475 TLL02.bin.26 90.09 4.42 2663687 80 187422 333277 SPMP02 4 4 5 19 HIGH +1476 TLL02.bin.21 85.48 0.27 2894360 292 15897 84115 SPMP02 1 2 1 16 MEDIUM +1477 TLL02.bin.27 85.45 2.11 2643987 146 31640 113727 SPMP02 1 1 2 19 MEDIUM +1479 TLL02.bin.9 79.59 1.03 4206629 305 30079 104224 SPMP02 1 1 0 18 MEDIUM +1480 TLL02.bin.40 79.37 0.81 2011473 187 18751 90035 SPMP02 1 1 1 18 MEDIUM +1482 TLL02.bin.41 78.18 7.41 1944229 108 35098 91033 SPMP02 2 3 3 17 MEDIUM +1483 TLL02.bin.13 75.91 0.26 3740689 64 91281 310388 SPMP02 1 1 1 16 MEDIUM +1484 TLL02.bin.42 75.64 1.26 1784367 121 24965 61298 SPMP02 0 0 0 14 MEDIUM +1485 TLL02.bin.17 69.39 0.01 3173967 148 32992 109118 SPMP02 1 1 1 17 MEDIUM +1486 TLL02.bin.45 65.55 1.06 1589973 160 14948 61156 SPMP02 0 0 1 7 MEDIUM +1487 TLL02.bin.44 62.52 5.11 1620273 9 415342 492988 SPMP02 1 1 0 17 MEDIUM +1488 TLL02.bin.20 59.46 0.23 2998823 274 16881 73059 SPMP02 1 1 1 13 MEDIUM +1489 TLL02.bin.43 56.29 0.19 1751479 154 17267 45235 SPMP02 0 0 0 10 MEDIUM +1490 TLL02.bin.34 54.82 0.0 2239207 158 23994 58336 SPMP02 0 0 0 18 MEDIUM +1510 TLL59.bin.25 100.0 0.81 2374028 24 299880 658041 SPMP59 2 3 3 20 HIGH +1511 TLL59.bin.15 99.77 0.0 2852554 20 704786 930765 SPMP59 6 6 6 20 HIGH +1512 TLL59.bin.29 99.54 0.31 2192197 15 313324 461006 SPMP59 0 1 0 20 NC +1513 TLL59.bin.26 99.33 1.01 2359604 11 1355463 1355463 SPMP59 2 2 3 20 HIGH +1514 TLL59.bin.30 99.19 0.15 2052036 18 520637 524815 SPMP59 2 2 1 20 HIGH +1515 TLL59.bin.6 98.73 2.53 3521857 59 295004 669907 SPMP59 5 5 0 20 NC +1516 TLL59.bin.5 98.73 1.28 3661467 11 1213415 1709477 SPMP59 4 4 0 20 NC +1517 TLL59.bin.28 98.66 1.57 2276943 46 206502 576556 SPMP59 2 2 0 20 NC +1518 TLL59.bin.20 98.66 0.67 2473836 13 411497 842567 SPMP59 3 3 0 20 NC +1519 TLL59.bin.23 98.64 0.38 2439662 7 2006425 2006425 SPMP59 3 3 4 20 HIGH +1520 TLL59.bin.21 98.58 1.9 2447830 17 642317 664739 SPMP59 5 5 5 20 HIGH +1521 TLL59.bin.3 98.31 1.9 3913155 33 394568 1185909 SPMP59 5 4 5 20 HIGH +1522 TLL59.bin.7 97.51 1.96 3419011 170 52610 151825 SPMP59 4 3 1 20 HIGH +1523 TLL59.bin.18 97.43 1.01 2695034 101 56018 165277 SPMP59 4 4 3 20 HIGH +1524 TLL59.bin.22 96.76 0.67 2442199 40 105629 188899 SPMP59 0 0 0 18 NC +1525 TLL59.bin.8 95.66 1.36 3343476 183 41823 163296 SPMP59 3 3 1 20 HIGH +1526 TLL59.bin.1 95.02 2.03 4897580 281 43650 271098 SPMP59 6 6 6 20 HIGH +1527 TLL59.bin.11 94.9 2.04 3029003 131 47425 159110 SPMP59 1 1 1 19 HIGH +1528 TLL59.bin.16 94.11 1.51 2774008 251 27638 174026 SPMP59 1 1 2 20 HIGH +1529 TLL59.bin.19 93.54 1.13 2642486 153 26215 97265 SPMP59 1 1 1 17 NC +1530 TLL59.bin.12 92.92 0.09 2969342 347 18714 105508 SPMP59 1 1 0 14 NC +1531 TLL59.bin.27 92.48 0.59 2344081 199 21809 69151 SPMP59 1 1 0 19 NC +1532 TLL59.bin.13 92.0 0.97 2961674 263 17273 69982 SPMP59 1 0 0 16 NC +1533 TLL59.bin.14 90.0 2.51 2960591 316 14089 93270 SPMP59 1 1 1 18 MEDIUM +1534 TLL59.bin.24 85.72 1.32 2421555 310 16253 101879 SPMP59 2 2 1 17 MEDIUM +1535 TLL59.bin.2 81.79 0.59 3921621 218 33311 110384 SPMP59 2 1 2 19 MEDIUM +1536 TLL59.bin.4 77.25 4.43 3903545 166 111319 298373 SPMP59 1 1 1 11 MEDIUM +1537 TLL59.bin.10 75.84 1.34 3048746 37 320358 851943 SPMP59 6 6 6 19 MEDIUM +1538 TLL59.bin.9 67.07 3.77 3214340 72 141363 371963 SPMP59 4 4 1 16 MEDIUM +1539 TLL59.bin.33 60.23 1.9 1816761 262 11447 73951 SPMP59 2 1 0 12 MEDIUM +1540 TLL59.bin.37 51.89 0.41 1265817 144 13956 76392 SPMP59 1 0 1 11 MEDIUM +1541 TLL59.bin.39 50.16 0.65 1027031 123 10992 39999 SPMP59 0 0 0 15 MEDIUM +1564 TLL64.bin.40 100.0 0.81 2247823 17 312736 399490 SPMP64 5 5 5 20 HIGH +1565 TLL64.bin.38 99.95 0.0 2287170 7 2167309 2167309 SPMP64 3 3 4 20 HIGH +1566 TLL64.bin.18 99.42 0.58 3469610 82 257393 431610 SPMP64 5 5 5 20 HIGH +1567 TLL64.bin.36 99.37 0.63 2387239 37 496903 916722 SPMP64 4 3 4 20 HIGH +1568 TLL64.bin.26 99.09 0.68 2773550 20 391330 893021 SPMP64 6 6 6 20 HIGH +1569 TLL64.bin.15 99.08 2.75 3729233 207 86027 241095 SPMP64 5 5 0 20 NC +1570 TLL64.bin.12 99.03 1.5 4069691 64 187513 426205 SPMP64 4 4 0 20 NC +1571 TLL64.bin.41 98.95 1.91 2100510 24 172635 341034 SPMP64 1 1 2 16 NC +1572 TLL64.bin.17 98.31 3.54 3581490 56 429848 706663 SPMP64 1 1 0 18 NC +1573 TLL64.bin.11 98.14 0.0 4214676 54 169007 486717 SPMP64 3 3 3 20 HIGH +1574 TLL64.bin.33 98.07 1.61 2637813 31 237819 519777 SPMP64 3 3 2 20 HIGH +1575 TLL64.bin.27 97.99 0.67 2748696 20 797159 1106061 SPMP64 2 2 2 20 HIGH +1576 TLL64.bin.39 97.81 0.74 2271053 52 135612 332009 SPMP64 0 0 0 20 NC +1577 TLL64.bin.28 97.74 0.67 2745456 55 86854 228956 SPMP64 2 2 0 20 NC +1578 TLL64.bin.16 97.05 2.22 3590401 31 492635 954480 SPMP64 4 4 4 20 HIGH +1579 TLL64.bin.34 96.84 0.63 2631859 40 190854 279427 SPMP64 1 1 0 18 NC +1580 TLL64.bin.32 96.64 0.0 2652362 47 207235 793615 SPMP64 3 3 2 19 HIGH +1581 TLL64.bin.14 96.64 1.5 3794820 59 272401 393485 SPMP64 9 8 8 20 HIGH +1583 TLL64.bin.25 95.75 0.0 2832908 66 104427 293962 SPMP64 5 5 0 20 NC +1584 TLL64.bin.37 94.97 1.01 2336947 29 417796 505823 SPMP64 5 5 0 20 NC +1585 TLL64.bin.20 94.01 0.35 3003728 34 220130 410707 SPMP64 8 8 8 18 HIGH +1586 TLL64.bin.3 93.82 0.9 5869341 80 176311 467101 SPMP64 2 2 2 20 HIGH +1587 TLL64.bin.9 93.56 3.37 4691355 52 161514 372283 SPMP64 2 2 2 20 HIGH +1588 TLL64.bin.5 93.26 1.94 5066072 106 276308 462912 SPMP64 5 5 5 20 HIGH +1589 TLL64.bin.23 93.07 0.6 2907658 120 53465 155881 SPMP64 2 2 0 20 NC +1590 TLL64.bin.19 91.7 1.27 3349152 113 85086 224409 SPMP64 4 4 3 17 NC +1591 TLL64.bin.22 90.42 6.89 2953100 56 612826 1153985 SPMP64 4 4 4 20 MEDIUM +1592 TLL64.bin.13 89.03 0.51 3824450 140 49029 169010 SPMP64 2 2 2 19 MEDIUM +1593 TLL64.bin.29 88.6 1.8 2696848 86 79045 273738 SPMP64 5 5 3 18 MEDIUM +1594 TLL64.bin.30 84.22 2.01 2671994 102 63953 187003 SPMP64 2 2 2 14 MEDIUM +1595 TLL64.bin.10 84.17 2.11 4494148 56 332568 494476 SPMP64 3 3 2 20 MEDIUM +1597 TLL64.bin.8 71.93 1.75 4788254 190 56208 226699 SPMP64 6 5 6 19 MEDIUM +1599 TLL64.bin.46 69.89 0.64 1485336 73 30920 102281 SPMP64 0 1 1 20 MEDIUM +1600 TLL64.bin.31 68.36 0.63 2663564 137 25098 115889 SPMP64 1 1 1 13 MEDIUM +1602 TLL64.bin.24 56.27 0.0 2893612 157 28222 147812 SPMP64 4 4 4 17 MEDIUM +1603 TLL64.bin.21 52.63 8.77 2974044 89 115647 202332 SPMP64 2 2 1 12 MEDIUM +1633 TLL73.bin.31 99.54 0.0 2272425 11 542595 641421 SPMP73 1 1 0 20 NC +1634 TLL73.bin.15 99.42 1.66 3031453 47 629202 686976 SPMP73 3 3 3 19 HIGH +1635 TLL73.bin.33 99.4 0.0 2258267 12 489085 825709 SPMP73 0 0 0 19 NC +1636 TLL73.bin.28 99.19 0.0 2423732 14 620578 1063223 SPMP73 2 2 2 20 HIGH +1637 TLL73.bin.10 99.03 2.42 3333774 59 128894 536585 SPMP73 3 3 0 19 NC +1638 TLL73.bin.35 98.95 0.52 2180094 24 152807 400070 SPMP73 5 5 6 20 HIGH +1639 TLL73.bin.23 98.66 0.69 2824378 83 76599 201455 SPMP73 2 2 3 20 HIGH +1640 TLL73.bin.11 98.66 0.67 3285065 22 459261 861729 SPMP73 8 8 8 20 HIGH +1641 TLL73.bin.6 98.42 2.53 3685030 162 101502 336290 SPMP73 3 3 3 20 HIGH +1642 TLL73.bin.4 98.41 2.26 3812714 97 73305 457206 SPMP73 3 3 1 17 NC +1643 TLL73.bin.22 98.15 0.58 2838717 38 177313 284780 SPMP73 5 5 5 20 HIGH +1644 TLL73.bin.34 98.1 0.02 2197150 20 238885 392311 SPMP73 2 2 2 20 HIGH +1645 TLL73.bin.3 98.07 1.86 4120728 63 273523 854500 SPMP73 3 3 0 20 NC +1646 TLL73.bin.9 97.96 1.36 3351749 42 326587 646453 SPMP73 3 2 3 20 HIGH +1648 TLL73.bin.26 97.92 0.0 2508396 49 156414 374922 SPMP73 2 2 2 20 HIGH +1649 TLL73.bin.7 97.75 4.69 3661659 62 135641 346769 SPMP73 2 2 0 20 NC +1650 TLL73.bin.5 96.84 2.85 3743567 97 65059 235427 SPMP73 2 2 0 19 NC +1651 TLL73.bin.2 96.84 7.49 4481210 79 212174 561009 SPMP73 6 5 6 20 MEDIUM +1652 TLL73.bin.19 96.04 0.63 2881511 72 129910 307398 SPMP73 2 2 0 20 NC +1653 TLL73.bin.37 95.3 0.67 2069967 15 375889 389637 SPMP73 2 2 2 20 HIGH +1654 TLL73.bin.18 95.19 4.03 2947702 148 58840 106068 SPMP73 2 2 2 19 HIGH +1655 TLL73.bin.32 94.88 4.2 2266382 82 90034 284207 SPMP73 3 3 3 20 HIGH +1656 TLL73.bin.14 92.98 1.46 3064962 55 133711 384059 SPMP73 0 0 0 20 NC +1657 TLL73.bin.20 92.73 1.57 2870415 95 54083 212306 SPMP73 3 3 4 20 HIGH +1659 TLL73.bin.38 90.14 1.7 2055087 81 47658 132805 SPMP73 0 0 0 19 NC +1660 TLL73.bin.25 87.72 5.1 2746272 50 157231 464466 SPMP73 6 6 6 20 MEDIUM +1661 TLL73.bin.41 87.4 1.61 1952215 50 98400 192384 SPMP73 2 1 1 17 MEDIUM +1663 TLL73.bin.21 84.35 1.52 2865257 278 18863 67976 SPMP73 0 0 0 14 MEDIUM +1664 TLL73.bin.43 82.05 0.0 1583884 4 376254 718201 SPMP73 2 2 1 17 MEDIUM +1665 TLL73.bin.30 81.44 3.78 2273154 95 48013 214817 SPMP73 0 0 0 19 MEDIUM +1666 TLL73.bin.16 80.06 4.09 3027180 246 24762 81520 SPMP73 0 0 0 16 MEDIUM +1667 TLL73.bin.45 77.15 0.0 1241530 118 14960 40681 SPMP73 1 1 2 16 MEDIUM +1668 TLL73.bin.29 75.05 1.99 2313075 309 16812 73727 SPMP73 1 1 0 20 MEDIUM +1669 TLL73.bin.39 74.6 0.43 2004171 127 32600 74473 SPMP73 1 1 0 16 MEDIUM +1670 TLL73.bin.12 61.0 0.0 3112405 296 20373 69314 SPMP73 2 1 0 16 MEDIUM +1671 TLL73.bin.17 59.87 9.62 2990777 206 76897 195895 SPMP73 2 2 1 20 MEDIUM +1672 TLL73.bin.44 59.29 0.0 1557270 137 15284 46937 SPMP73 0 0 0 17 MEDIUM +1673 TLL73.bin.27 55.36 5.36 2502165 153 29099 104619 SPMP73 0 0 0 18 MEDIUM +1674 TLL73.bin.40 50.05 1.73 1988993 181 19227 85525 SPMP73 0 0 0 13 MEDIUM +1700 TLL84.bin.29 99.52 0.96 2449120 8 663448 752418 SPMP84 2 2 2 20 HIGH +1701 TLL84.bin.5 99.33 3.36 3340720 16 1676299 1676299 SPMP84 7 7 7 20 HIGH +1702 TLL84.bin.37 99.33 0.67 2210262 10 515312 712280 SPMP84 2 2 2 20 HIGH +1703 TLL84.bin.16 98.66 1.36 2952756 16 328189 900118 SPMP84 3 3 0 19 NC +1704 TLL84.bin.15 98.63 0.0 2964464 7 608980 805128 SPMP84 2 2 2 19 HIGH +1705 TLL84.bin.21 98.58 0.0 2730898 10 744511 881140 SPMP84 9 9 0 20 NC +1706 TLL84.bin.8 98.55 0.24 3152293 29 199914 698101 SPMP84 5 5 0 20 NC +1707 TLL84.bin.32 98.42 0.63 2383770 13 429087 708567 SPMP84 5 5 5 20 HIGH +1708 TLL84.bin.12 98.2 0.84 3062264 16 322790 625425 SPMP84 2 2 1 19 HIGH +1709 TLL84.bin.38 97.99 0.34 2189109 8 408921 1032255 SPMP84 2 2 2 20 HIGH +1710 TLL84.bin.19 97.99 0.0 2753217 5 1643691 1643691 SPMP84 2 2 3 20 HIGH +1711 TLL84.bin.4 97.63 1.58 3409394 20 295456 467208 SPMP84 5 6 5 20 HIGH +1712 TLL84.bin.42 97.6 0.9 2140916 15 337786 434771 SPMP84 3 3 3 20 HIGH +1713 TLL84.bin.22 97.55 0.0 2695566 8 580026 1304759 SPMP84 4 4 4 20 HIGH +1714 TLL84.bin.11 97.47 2.53 3077063 19 275393 364948 SPMP84 3 3 3 20 HIGH +1715 TLL84.bin.3 96.2 0.32 3443716 19 412903 639474 SPMP84 7 7 1 20 HIGH +1716 TLL84.bin.1 95.57 1.58 3705330 14 1011949 1078614 SPMP84 5 5 0 20 NC +1717 TLL84.bin.10 95.24 0.0 3101183 18 461033 1209228 SPMP84 4 4 4 20 HIGH +1718 TLL84.bin.20 93.96 2.35 2734207 10 716610 1085156 SPMP84 4 4 0 20 NC +1719 TLL84.bin.25 93.86 0.66 2566256 16 256680 441529 SPMP84 4 4 4 17 NC +1720 TLL84.bin.27 92.98 0.0 2467045 6 1259722 1259722 SPMP84 3 4 2 20 HIGH +1721 TLL84.bin.63 92.7 4.49 1290834 3 1154362 1154362 SPMP84 1 1 0 20 NC +1722 TLL84.bin.9 92.36 0.0 3115224 9 739837 781728 SPMP84 5 5 0 20 NC +1723 TLL84.bin.6 91.91 2.11 3239350 27 231535 704630 SPMP84 3 3 0 18 NC +1724 TLL84.bin.49 90.94 0.0 1913339 23 224053 337509 SPMP84 0 0 1 19 NC +1725 TLL84.bin.18 90.6 2.01 2767397 10 1393059 1393059 SPMP84 7 6 6 19 HIGH +1726 TLL84.bin.40 89.66 4.65 2153351 59 145431 472816 SPMP84 1 1 0 19 MEDIUM +1727 TLL84.bin.7 89.52 2.42 3192913 17 350190 469532 SPMP84 2 1 2 20 MEDIUM +1728 TLL84.bin.35 88.79 0.0 2256319 19 161361 488216 SPMP84 2 2 3 20 MEDIUM +1729 TLL84.bin.17 88.61 0.21 2922822 17 284059 648728 SPMP84 4 4 4 20 MEDIUM +1730 TLL84.bin.31 87.93 0.58 2438847 26 172967 535676 SPMP84 2 2 2 18 MEDIUM +1731 TLL84.bin.47 87.16 0.0 1995200 14 167250 482477 SPMP84 4 4 4 17 MEDIUM +1732 TLL84.bin.30 84.86 1.85 2440727 14 290066 449997 SPMP84 2 2 0 16 MEDIUM +1733 TLL84.bin.36 84.56 2.46 2215675 21 146640 361700 SPMP84 2 2 1 17 MEDIUM +1734 TLL84.bin.23 83.54 0.63 2618930 11 376651 756612 SPMP84 4 3 4 20 MEDIUM +1735 TLL84.bin.54 83.48 0.67 1744697 24 161889 301908 SPMP84 3 2 2 18 MEDIUM +1736 TLL84.bin.44 83.24 2.01 2081121 68 60441 202494 SPMP84 1 1 1 16 MEDIUM +1737 TLL84.bin.13 82.89 9.92 3016425 6 618942 749194 SPMP84 7 7 7 19 MEDIUM +1738 TLL84.bin.34 81.21 0.0 2291278 46 1191974 1191974 SPMP84 3 3 3 20 MEDIUM +1740 TLL84.bin.48 77.78 0.0 1922181 38 83425 140787 SPMP84 3 3 3 19 MEDIUM +1741 TLL84.bin.43 75.97 1.7 2081514 51 73632 194677 SPMP84 1 0 1 18 MEDIUM +1742 TLL84.bin.45 72.37 0.19 2052331 6 537075 762123 SPMP84 3 3 2 19 MEDIUM +1743 TLL84.bin.51 71.53 1.34 1840233 3 1266967 1266967 SPMP84 3 3 3 17 MEDIUM +1744 TLL84.bin.46 69.52 0.67 2041432 43 132411 425071 SPMP84 2 2 0 19 MEDIUM +1745 TLL84.bin.24 67.62 0.21 2608538 75 59499 245020 SPMP84 2 1 2 15 MEDIUM +1746 TLL84.bin.26 66.27 3.34 2519576 87 47417 121588 SPMP84 1 1 0 14 MEDIUM +1747 TLL84.bin.28 64.91 0.0 2449430 18 300565 425009 SPMP84 4 4 0 20 MEDIUM +1748 TLL84.bin.33 64.38 0.68 2372389 53 112342 213810 SPMP84 1 1 1 16 MEDIUM +1749 TLL84.bin.78 62.76 0.0 708857 2 597032 597032 SPMP84 0 0 0 15 MEDIUM +1750 TLL84.bin.39 60.53 0.0 2176531 4 1108810 1108810 SPMP84 3 3 3 10 MEDIUM +1751 TLL84.bin.72 58.13 0.11 927106 8 197795 342124 SPMP84 0 1 0 18 MEDIUM +1752 TLL84.bin.61 57.95 0.0 1372463 40 122121 202783 SPMP84 2 2 1 18 MEDIUM +1753 TLL84.bin.67 54.76 2.04 1054937 8 319593 359024 SPMP84 1 1 1 12 MEDIUM +1754 TLL84.bin.52 53.51 1.07 1807823 12 1124458 1124458 SPMP84 3 3 3 13 MEDIUM +1755 TLL84.bin.57 50.69 0.1 1687236 80 34890 154104 SPMP84 1 1 1 17 MEDIUM +1853 TLL21.bin.17 100.0 2.15 3471780 74 125146 518904 SPMP21 2 2 2 20 HIGH +1854 TLL21.bin.7 99.59 0.96 4896911 64 287623 557878 SPMP21 4 4 3 20 HIGH +1855 TLL21.bin.10 99.42 7.17 4071290 42 718815 1353526 SPMP21 4 4 1 20 MEDIUM +1856 TLL21.bin.24 99.37 0.0 3145508 16 444441 777582 SPMP21 5 6 0 20 NC +1857 TLL21.bin.16 99.37 0.0 3530361 29 525161 751097 SPMP21 3 3 3 20 HIGH +1858 TLL21.bin.13 99.37 1.27 3615128 20 512596 1713763 SPMP21 6 6 6 20 HIGH +1859 TLL21.bin.25 99.33 0.0 2962943 71 135368 258875 SPMP21 1 1 0 19 NC +1860 TLL21.bin.12 99.21 3.62 3726429 37 316819 765769 SPMP21 3 3 0 20 NC +1861 TLL21.bin.35 99.1 2.1 2367515 25 186635 609524 SPMP21 3 3 3 20 HIGH +1862 TLL21.bin.34 99.08 3.73 2387404 24 499755 1062795 SPMP21 3 3 0 20 NC +1863 TLL21.bin.6 98.76 0.26 5279476 50 445927 764941 SPMP21 4 4 4 20 HIGH +1864 TLL21.bin.28 98.66 0.0 2874209 25 380510 510472 SPMP21 4 4 0 19 NC +1865 TLL21.bin.30 98.66 6.45 2768097 82 451162 957790 SPMP21 2 2 0 20 MEDIUM +1866 TLL21.bin.26 98.51 2.48 2962242 190 49504 252594 SPMP21 2 2 1 20 HIGH +1867 TLL21.bin.1 98.28 1.72 6453157 52 362593 557947 SPMP21 4 4 1 20 HIGH +1868 TLL21.bin.29 97.99 1.01 2839667 13 611315 949096 SPMP21 3 3 3 20 HIGH +1869 TLL21.bin.9 97.94 0.99 4832777 237 54074 196572 SPMP21 4 4 0 15 NC +1870 TLL21.bin.27 97.89 3.84 2890806 49 224313 453289 SPMP21 6 6 5 20 HIGH +1871 TLL21.bin.8 97.63 1.28 4839731 44 295414 515042 SPMP21 2 1 1 20 HIGH +1872 TLL21.bin.19 96.87 0.67 3398734 114 57030 184972 SPMP21 1 0 0 20 NC +1873 TLL21.bin.3 96.48 0.85 5956528 241 80508 260135 SPMP21 0 0 0 18 NC +1874 TLL21.bin.11 96.44 2.49 3853746 140 88480 229843 SPMP21 3 3 0 20 NC +1875 TLL21.bin.32 95.64 0.12 2469191 153 29337 88737 SPMP21 3 3 3 19 HIGH +1876 TLL21.bin.36 94.78 1.29 2235437 39 232981 412988 SPMP21 2 1 1 20 HIGH +1877 TLL21.bin.22 93.88 1.4 3222982 19 2295316 2295316 SPMP21 2 2 2 20 HIGH +1878 TLL21.bin.5 93.1 4.43 5848626 68 287819 671338 SPMP21 3 3 3 19 HIGH +1879 TLL21.bin.21 91.67 2.25 3306309 158 41112 102972 SPMP21 0 0 0 16 NC +1880 TLL21.bin.38 91.66 0.0 1984087 95 51412 204585 SPMP21 1 1 0 18 NC +1881 TLL21.bin.23 90.62 5.37 3165049 260 30313 161876 SPMP21 2 2 0 19 MEDIUM +1882 TLL21.bin.33 90.2 6.73 2461144 185 42342 171339 SPMP21 1 2 2 13 MEDIUM +1884 TLL21.bin.4 84.54 5.44 5941220 189 100952 340104 SPMP21 3 3 0 20 MEDIUM +1885 TLL21.bin.15 71.62 2.1 3557416 229 31903 129755 SPMP21 3 3 3 19 MEDIUM +1886 TLL21.bin.18 61.07 1.42 3451839 286 22443 94538 SPMP21 3 3 0 15 MEDIUM +1887 TLL21.bin.20 59.06 0.63 3355755 323 16440 60463 SPMP21 0 0 0 12 MEDIUM +1888 TLL21.bin.14 58.05 5.33 3614193 282 23219 99265 SPMP21 0 0 0 14 MEDIUM +1889 TLL21.bin.41 52.65 1.38 1437223 112 25502 56285 SPMP21 0 0 0 6 MEDIUM