6.8 KiB
6.8 KiB
| 1 | Step | StratifiedKFold-ROC - train/f1-score | StratifiedKFold-ROC - train/f1-score__MIN | StratifiedKFold-ROC - train/f1-score__MAX |
|---|---|---|---|---|
| 2 | 13 | 0.757607555089192 | 0.757607555089192 | 0.757607555089192 |
| 3 | 28 | 0.8861985472154965 | 0.8861985472154965 | 0.8861985472154965 |
| 4 | 43 | 0.9725685785536159 | 0.9725685785536159 | 0.9725685785536159 |
| 5 | 58 | 0.9963099630996309 | 0.9963099630996309 | 0.9963099630996309 |
| 6 | 73 | 1 | 1 | 1 |
| 7 | 88 | 1 | 1 | 1 |
| 8 | 103 | 1 | 1 | 1 |
| 9 | 118 | 1 | 1 | 1 |
| 10 | 133 | 1 | 1 | 1 |
| 11 | 148 | 1 | 1 | 1 |
| 12 | 163 | 1 | 1 | 1 |
| 13 | 178 | 1 | 1 | 1 |
| 14 | 193 | 1 | 1 | 1 |
| 15 | 208 | 1 | 1 | 1 |
| 16 | 223 | 1 | 1 | 1 |
| 17 | 238 | 1 | 1 | 1 |
| 18 | 253 | 1 | 1 | 1 |
| 19 | 268 | 1 | 1 | 1 |
| 20 | 283 | 1 | 1 | 1 |
| 21 | 298 | 1 | 1 | 1 |
| 22 | 313 | 1 | 1 | 1 |
| 23 | 328 | 1 | 1 | 1 |
| 24 | 343 | 1 | 1 | 1 |
| 25 | 358 | 1 | 1 | 1 |
| 26 | 373 | 1 | 1 | 1 |
| 27 | 388 | 0.7692307692307692 | 0.7692307692307692 | 0.7692307692307692 |
| 28 | 403 | 0.8886227544910179 | 0.8886227544910179 | 0.8886227544910179 |
| 29 | 418 | 0.9715698393077874 | 0.9715698393077874 | 0.9715698393077874 |
| 30 | 433 | 0.998769987699877 | 0.998769987699877 | 0.998769987699877 |
| 31 | 448 | 0.998769987699877 | 0.998769987699877 | 0.998769987699877 |
| 32 | 463 | 1 | 1 | 1 |
| 33 | 478 | 1 | 1 | 1 |
| 34 | 493 | 1 | 1 | 1 |
| 35 | 508 | 1 | 1 | 1 |
| 36 | 523 | 1 | 1 | 1 |
| 37 | 538 | 1 | 1 | 1 |
| 38 | 553 | 1 | 1 | 1 |
| 39 | 568 | 1 | 1 | 1 |
| 40 | 583 | 1 | 1 | 1 |
| 41 | 598 | 1 | 1 | 1 |
| 42 | 613 | 1 | 1 | 1 |
| 43 | 628 | 1 | 1 | 1 |
| 44 | 643 | 1 | 1 | 1 |
| 45 | 658 | 1 | 1 | 1 |
| 46 | 673 | 1 | 1 | 1 |
| 47 | 688 | 1 | 1 | 1 |
| 48 | 703 | 1 | 1 | 1 |
| 49 | 718 | 1 | 1 | 1 |
| 50 | 733 | 1 | 1 | 1 |
| 51 | 748 | 1 | 1 | 1 |
| 52 | 763 | 0.7299771167048054 | 0.7299771167048054 | 0.7299771167048054 |
| 53 | 778 | 0.8797083839611178 | 0.8797083839611178 | 0.8797083839611178 |
| 54 | 793 | 0.9742331288343558 | 0.9742331288343558 | 0.9742331288343558 |
| 55 | 808 | 0.9975308641975309 | 0.9975308641975309 | 0.9975308641975309 |
| 56 | 823 | 1 | 1 | 1 |
| 57 | 838 | 1 | 1 | 1 |
| 58 | 853 | 1 | 1 | 1 |
| 59 | 868 | 1 | 1 | 1 |
| 60 | 883 | 1 | 1 | 1 |
| 61 | 898 | 1 | 1 | 1 |
| 62 | 913 | 1 | 1 | 1 |
| 63 | 928 | 1 | 1 | 1 |
| 64 | 943 | 1 | 1 | 1 |
| 65 | 958 | 1 | 1 | 1 |
| 66 | 973 | 1 | 1 | 1 |
| 67 | 988 | 1 | 1 | 1 |
| 68 | 1003 | 1 | 1 | 1 |
| 69 | 1018 | 1 | 1 | 1 |
| 70 | 1033 | 1 | 1 | 1 |
| 71 | 1048 | 1 | 1 | 1 |
| 72 | 1063 | 1 | 1 | 1 |
| 73 | 1078 | 1 | 1 | 1 |
| 74 | 1093 | 1 | 1 | 1 |
| 75 | 1108 | 1 | 1 | 1 |
| 76 | 1123 | 1 | 1 | 1 |
| 77 | 1138 | 0.7604166666666667 | 0.7604166666666667 | 0.7604166666666667 |
| 78 | 1153 | 0.8724179829890644 | 0.8724179829890644 | 0.8724179829890644 |
| 79 | 1168 | 0.9713574097135741 | 0.9713574097135741 | 0.9713574097135741 |
| 80 | 1183 | 0.9975308641975309 | 0.9975308641975309 | 0.9975308641975309 |
| 81 | 1198 | 1 | 1 | 1 |
| 82 | 1213 | 1 | 1 | 1 |
| 83 | 1228 | 1 | 1 | 1 |
| 84 | 1243 | 1 | 1 | 1 |
| 85 | 1258 | 1 | 1 | 1 |
| 86 | 1273 | 1 | 1 | 1 |
| 87 | 1288 | 1 | 1 | 1 |
| 88 | 1303 | 1 | 1 | 1 |
| 89 | 1318 | 1 | 1 | 1 |
| 90 | 1333 | 1 | 1 | 1 |
| 91 | 1348 | 1 | 1 | 1 |
| 92 | 1363 | 1 | 1 | 1 |
| 93 | 1378 | 1 | 1 | 1 |
| 94 | 1393 | 1 | 1 | 1 |
| 95 | 1408 | 1 | 1 | 1 |
| 96 | 1423 | 1 | 1 | 1 |
| 97 | 1438 | 1 | 1 | 1 |
| 98 | 1453 | 1 | 1 | 1 |
| 99 | 1468 | 1 | 1 | 1 |
| 100 | 1483 | 1 | 1 | 1 |
| 101 | 1498 | 1 | 1 | 1 |
| 102 | 1513 | 0.7500000000000001 | 0.7500000000000001 | 0.7500000000000001 |
| 103 | 1528 | 0.8761174968071521 | 0.8761174968071521 | 0.8761174968071521 |
| 104 | 1543 | 0.9685990338164251 | 0.9685990338164251 | 0.9685990338164251 |
| 105 | 1558 | 0.998769987699877 | 0.998769987699877 | 0.998769987699877 |
| 106 | 1573 | 1 | 1 | 1 |
| 107 | 1588 | 1 | 1 | 1 |
| 108 | 1603 | 1 | 1 | 1 |
| 109 | 1618 | 1 | 1 | 1 |
| 110 | 1633 | 1 | 1 | 1 |
| 111 | 1648 | 1 | 1 | 1 |
| 112 | 1663 | 1 | 1 | 1 |
| 113 | 1678 | 1 | 1 | 1 |
| 114 | 1693 | 1 | 1 | 1 |
| 115 | 1708 | 1 | 1 | 1 |
| 116 | 1723 | 1 | 1 | 1 |
| 117 | 1738 | 1 | 1 | 1 |
| 118 | 1753 | 1 | 1 | 1 |
| 119 | 1768 | 1 | 1 | 1 |
| 120 | 1783 | 1 | 1 | 1 |
| 121 | 1798 | 1 | 1 | 1 |
| 122 | 1813 | 1 | 1 | 1 |
| 123 | 1828 | 1 | 1 | 1 |
| 124 | 1843 | 1 | 1 | 1 |
| 125 | 1858 | 1 | 1 | 1 |
| 126 | 1873 | 1 | 1 | 1 |
| 127 | 1888 | 0.7067484662576687 | 0.7067484662576687 | 0.7067484662576687 |
| 128 | 1903 | 0.8795031055900621 | 0.8795031055900621 | 0.8795031055900621 |
| 129 | 1918 | 0.9694749694749695 | 0.9694749694749695 | 0.9694749694749695 |
| 130 | 1933 | 0.9938195302843016 | 0.9938195302843016 | 0.9938195302843016 |
| 131 | 1948 | 1 | 1 | 1 |
| 132 | 1963 | 1 | 1 | 1 |
| 133 | 1978 | 1 | 1 | 1 |
| 134 | 1993 | 1 | 1 | 1 |
| 135 | 2008 | 1 | 1 | 1 |
| 136 | 2023 | 0.996328029375765 | 0.996328029375765 | 0.996328029375765 |
| 137 | 2038 | 1 | 1 | 1 |
| 138 | 2053 | 1 | 1 | 1 |
| 139 | 2068 | 1 | 1 | 1 |
| 140 | 2083 | 1 | 1 | 1 |
| 141 | 2098 | 1 | 1 | 1 |
| 142 | 2113 | 1 | 1 | 1 |
| 143 | 2128 | 1 | 1 | 1 |
| 144 | 2143 | 1 | 1 | 1 |
| 145 | 2158 | 1 | 1 | 1 |
| 146 | 2173 | 1 | 1 | 1 |
| 147 | 2188 | 1 | 1 | 1 |
| 148 | 2203 | 1 | 1 | 1 |
| 149 | 2218 | 0.998769987699877 | 0.998769987699877 | 0.998769987699877 |
| 150 | 2233 | 1 | 1 | 1 |
| 151 | 2248 | 1 | 1 | 1 |
| 152 | 2263 | 0.761904761904762 | 0.761904761904762 | 0.761904761904762 |
| 153 | 2278 | 0.8910648714810282 | 0.8910648714810282 | 0.8910648714810282 |
| 154 | 2293 | 0.9693251533742331 | 0.9693251533742331 | 0.9693251533742331 |
| 155 | 2308 | 0.9950738916256158 | 0.9950738916256158 | 0.9950738916256158 |
| 156 | 2323 | 1 | 1 | 1 |
| 157 | 2338 | 1 | 1 | 1 |
| 158 | 2353 | 1 | 1 | 1 |
| 159 | 2368 | 1 | 1 | 1 |
| 160 | 2383 | 1 | 1 | 1 |
| 161 | 2398 | 1 | 1 | 1 |
| 162 | 2413 | 1 | 1 | 1 |
| 163 | 2428 | 1 | 1 | 1 |
| 164 | 2443 | 1 | 1 | 1 |
| 165 | 2458 | 1 | 1 | 1 |
| 166 | 2473 | 1 | 1 | 1 |
| 167 | 2488 | 1 | 1 | 1 |
| 168 | 2503 | 1 | 1 | 1 |
| 169 | 2518 | 1 | 1 | 1 |
| 170 | 2533 | 1 | 1 | 1 |
| 171 | 2548 | 1 | 1 | 1 |
| 172 | 2563 | 1 | 1 | 1 |
| 173 | 2578 | 1 | 1 | 1 |
| 174 | 2593 | 1 | 1 | 1 |
| 175 | 2608 | 1 | 1 | 1 |
| 176 | 2623 | 1 | 1 | 1 |
| 177 | 2638 | 0.7041284403669724 | 0.7041284403669724 | 0.7041284403669724 |
| 178 | 2653 | 0.875 | 0.875 | 0.875 |
| 179 | 2668 | 0.9635922330097088 | 0.9635922330097088 | 0.9635922330097088 |
| 180 | 2683 | 0.9963008631319359 | 0.9963008631319359 | 0.9963008631319359 |
| 181 | 2698 | 1 | 1 | 1 |
| 182 | 2713 | 1 | 1 | 1 |
| 183 | 2728 | 1 | 1 | 1 |
| 184 | 2743 | 1 | 1 | 1 |
| 185 | 2758 | 1 | 1 | 1 |
| 186 | 2773 | 1 | 1 | 1 |
| 187 | 2788 | 1 | 1 | 1 |
| 188 | 2803 | 1 | 1 | 1 |
| 189 | 2818 | 1 | 1 | 1 |
| 190 | 2833 | 1 | 1 | 1 |
| 191 | 2848 | 1 | 1 | 1 |
| 192 | 2863 | 1 | 1 | 1 |
| 193 | 2878 | 1 | 1 | 1 |
| 194 | 2893 | 1 | 1 | 1 |
| 195 | 2908 | 1 | 1 | 1 |
| 196 | 2923 | 1 | 1 | 1 |
| 197 | 2938 | 1 | 1 | 1 |
| 198 | 2953 | 1 | 1 | 1 |
| 199 | 2968 | 1 | 1 | 1 |
| 200 | 2983 | 1 | 1 | 1 |
| 201 | 2998 | 1 | 1 | 1 |
| 202 | 3013 | 0.759009009009009 | 0.759009009009009 | 0.759009009009009 |
| 203 | 3028 | 0.8861386138613861 | 0.8861386138613861 | 0.8861386138613861 |
| 204 | 3043 | 0.9791411042944784 | 0.9791411042944784 | 0.9791411042944784 |
| 205 | 3058 | 1 | 1 | 1 |
| 206 | 3073 | 0.998769987699877 | 0.998769987699877 | 0.998769987699877 |
| 207 | 3088 | 1 | 1 | 1 |
| 208 | 3103 | 1 | 1 | 1 |
| 209 | 3118 | 1 | 1 | 1 |
| 210 | 3133 | 1 | 1 | 1 |
| 211 | 3148 | 1 | 1 | 1 |
| 212 | 3163 | 1 | 1 | 1 |
| 213 | 3178 | 1 | 1 | 1 |
| 214 | 3193 | 1 | 1 | 1 |
| 215 | 3208 | 1 | 1 | 1 |
| 216 | 3223 | 1 | 1 | 1 |
| 217 | 3238 | 1 | 1 | 1 |
| 218 | 3253 | 1 | 1 | 1 |
| 219 | 3268 | 1 | 1 | 1 |
| 220 | 3283 | 1 | 1 | 1 |
| 221 | 3298 | 1 | 1 | 1 |
| 222 | 3313 | 1 | 1 | 1 |
| 223 | 3328 | 1 | 1 | 1 |
| 224 | 3343 | 1 | 1 | 1 |
| 225 | 3358 | 1 | 1 | 1 |
| 226 | 3373 | 1 | 1 | 1 |
| 227 | 3388 | 0.6895734597156398 | 0.6895734597156398 | 0.6895734597156398 |
| 228 | 3403 | 0.8738095238095238 | 0.8738095238095238 | 0.8738095238095238 |
| 229 | 3418 | 0.9679802955665026 | 0.9679802955665026 | 0.9679802955665026 |
| 230 | 3433 | 0.9975490196078431 | 0.9975490196078431 | 0.9975490196078431 |
| 231 | 3448 | 1 | 1 | 1 |
| 232 | 3463 | 1 | 1 | 1 |
| 233 | 3478 | 1 | 1 | 1 |
| 234 | 3493 | 1 | 1 | 1 |
| 235 | 3508 | 1 | 1 | 1 |
| 236 | 3523 | 1 | 1 | 1 |
| 237 | 3538 | 1 | 1 | 1 |
| 238 | 3553 | 1 | 1 | 1 |
| 239 | 3568 | 1 | 1 | 1 |
| 240 | 3583 | 1 | 1 | 1 |
| 241 | 3598 | 1 | 1 | 1 |
| 242 | 3613 | 1 | 1 | 1 |
| 243 | 3628 | 1 | 1 | 1 |
| 244 | 3643 | 1 | 1 | 1 |
| 245 | 3658 | 1 | 1 | 1 |
| 246 | 3673 | 1 | 1 | 1 |
| 247 | 3688 | 1 | 1 | 1 |
| 248 | 3703 | 1 | 1 | 1 |
| 249 | 3718 | 1 | 1 | 1 |
| 250 | 3733 | 1 | 1 | 1 |
| 251 | 3748 | 1 | 1 | 1 |