Upload results/staleness_experiment.json with huggingface_hub
Browse files- results/staleness_experiment.json +354 -133
results/staleness_experiment.json
CHANGED
|
@@ -1,134 +1,355 @@
|
|
| 1 |
-
{
|
| 2 |
-
"cutoffs": [
|
| 3 |
-
0
|
| 4 |
-
2.
|
| 5 |
-
|
| 6 |
-
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
|
| 10 |
-
|
| 11 |
-
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
"
|
| 16 |
-
"
|
| 17 |
-
"
|
| 18 |
-
"
|
| 19 |
-
"
|
| 20 |
-
"
|
| 21 |
-
"
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
"
|
| 25 |
-
"
|
| 26 |
-
"
|
| 27 |
-
"
|
| 28 |
-
"
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
"
|
| 32 |
-
"
|
| 33 |
-
"
|
| 34 |
-
"
|
| 35 |
-
"
|
| 36 |
-
"
|
| 37 |
-
|
| 38 |
-
|
| 39 |
-
"
|
| 40 |
-
"
|
| 41 |
-
"
|
| 42 |
-
"
|
| 43 |
-
"
|
| 44 |
-
"
|
| 45 |
-
|
| 46 |
-
|
| 47 |
-
"
|
| 48 |
-
"
|
| 49 |
-
"
|
| 50 |
-
"
|
| 51 |
-
"
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
-
"
|
| 57 |
-
"
|
| 58 |
-
"
|
| 59 |
-
"
|
| 60 |
-
"
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
"
|
| 64 |
-
"
|
| 65 |
-
"
|
| 66 |
-
"
|
| 67 |
-
"
|
| 68 |
-
"
|
| 69 |
-
"
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
"
|
| 73 |
-
"
|
| 74 |
-
"
|
| 75 |
-
"
|
| 76 |
-
"
|
| 77 |
-
|
| 78 |
-
|
| 79 |
-
"
|
| 80 |
-
"
|
| 81 |
-
"
|
| 82 |
-
"
|
| 83 |
-
"
|
| 84 |
-
"
|
| 85 |
-
"
|
| 86 |
-
|
| 87 |
-
|
| 88 |
-
"
|
| 89 |
-
"
|
| 90 |
-
"
|
| 91 |
-
"cutoff":
|
| 92 |
-
|
| 93 |
-
|
| 94 |
-
|
| 95 |
-
|
| 96 |
-
"
|
| 97 |
-
"
|
| 98 |
-
"
|
| 99 |
-
"
|
| 100 |
-
"
|
| 101 |
-
"
|
| 102 |
-
"
|
| 103 |
-
"
|
| 104 |
-
"
|
| 105 |
-
"
|
| 106 |
-
"
|
| 107 |
-
"
|
| 108 |
-
"n_events": 2167
|
| 109 |
-
|
| 110 |
-
|
| 111 |
-
|
| 112 |
-
"
|
| 113 |
-
"
|
| 114 |
-
"
|
| 115 |
-
"
|
| 116 |
-
"
|
| 117 |
-
"
|
| 118 |
-
"
|
| 119 |
-
"
|
| 120 |
-
"
|
| 121 |
-
"
|
| 122 |
-
"
|
| 123 |
-
"
|
| 124 |
-
"n_events": 2167
|
| 125 |
-
|
| 126 |
-
|
| 127 |
-
|
| 128 |
-
|
| 129 |
-
"
|
| 130 |
-
"
|
| 131 |
-
"
|
| 132 |
-
|
| 133 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 134 |
}
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cutoffs": [
|
| 3 |
+
2.0,
|
| 4 |
+
2.5,
|
| 5 |
+
3.0,
|
| 6 |
+
3.5,
|
| 7 |
+
4.0,
|
| 8 |
+
5.0,
|
| 9 |
+
6.0
|
| 10 |
+
],
|
| 11 |
+
"n_test_events": 2167,
|
| 12 |
+
"n_positive": 73,
|
| 13 |
+
"baseline": [
|
| 14 |
+
{
|
| 15 |
+
"auc_pr": 0.061184346220415166,
|
| 16 |
+
"auc_roc": 0.6374507725922728,
|
| 17 |
+
"f1_at_50": 0.0,
|
| 18 |
+
"n_positive": 73,
|
| 19 |
+
"n_total": 2167,
|
| 20 |
+
"pos_rate": 0.03368712505768343,
|
| 21 |
+
"f1": 0.13223140017211957,
|
| 22 |
+
"optimal_threshold": 0.03237410071942446,
|
| 23 |
+
"threshold": 0.03237410071942446,
|
| 24 |
+
"recall_at_prec_30": 0.0,
|
| 25 |
+
"recall_at_prec_50": 0.0,
|
| 26 |
+
"recall_at_prec_70": 0.0,
|
| 27 |
+
"cutoff": 2.0,
|
| 28 |
+
"n_events": 2167
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"auc_pr": 0.061184346220415166,
|
| 32 |
+
"auc_roc": 0.6374507725922728,
|
| 33 |
+
"f1_at_50": 0.0,
|
| 34 |
+
"n_positive": 73,
|
| 35 |
+
"n_total": 2167,
|
| 36 |
+
"pos_rate": 0.03368712505768343,
|
| 37 |
+
"f1": 0.13223140017211957,
|
| 38 |
+
"optimal_threshold": 0.03237410071942446,
|
| 39 |
+
"threshold": 0.03237410071942446,
|
| 40 |
+
"recall_at_prec_30": 0.0,
|
| 41 |
+
"recall_at_prec_50": 0.0,
|
| 42 |
+
"recall_at_prec_70": 0.0,
|
| 43 |
+
"cutoff": 2.5,
|
| 44 |
+
"n_events": 2167
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"auc_pr": 0.061184346220415166,
|
| 48 |
+
"auc_roc": 0.6374507725922728,
|
| 49 |
+
"f1_at_50": 0.0,
|
| 50 |
+
"n_positive": 73,
|
| 51 |
+
"n_total": 2167,
|
| 52 |
+
"pos_rate": 0.03368712505768343,
|
| 53 |
+
"f1": 0.13223140017211957,
|
| 54 |
+
"optimal_threshold": 0.03237410071942446,
|
| 55 |
+
"threshold": 0.03237410071942446,
|
| 56 |
+
"recall_at_prec_30": 0.0,
|
| 57 |
+
"recall_at_prec_50": 0.0,
|
| 58 |
+
"recall_at_prec_70": 0.0,
|
| 59 |
+
"cutoff": 3.0,
|
| 60 |
+
"n_events": 2167
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"auc_pr": 0.061184346220415166,
|
| 64 |
+
"auc_roc": 0.6374507725922728,
|
| 65 |
+
"f1_at_50": 0.0,
|
| 66 |
+
"n_positive": 73,
|
| 67 |
+
"n_total": 2167,
|
| 68 |
+
"pos_rate": 0.03368712505768343,
|
| 69 |
+
"f1": 0.13223140017211957,
|
| 70 |
+
"optimal_threshold": 0.03237410071942446,
|
| 71 |
+
"threshold": 0.03237410071942446,
|
| 72 |
+
"recall_at_prec_30": 0.0,
|
| 73 |
+
"recall_at_prec_50": 0.0,
|
| 74 |
+
"recall_at_prec_70": 0.0,
|
| 75 |
+
"cutoff": 3.5,
|
| 76 |
+
"n_events": 2167
|
| 77 |
+
},
|
| 78 |
+
{
|
| 79 |
+
"auc_pr": 0.061184346220415166,
|
| 80 |
+
"auc_roc": 0.6374507725922728,
|
| 81 |
+
"f1_at_50": 0.0,
|
| 82 |
+
"n_positive": 73,
|
| 83 |
+
"n_total": 2167,
|
| 84 |
+
"pos_rate": 0.03368712505768343,
|
| 85 |
+
"f1": 0.13223140017211957,
|
| 86 |
+
"optimal_threshold": 0.03237410071942446,
|
| 87 |
+
"threshold": 0.03237410071942446,
|
| 88 |
+
"recall_at_prec_30": 0.0,
|
| 89 |
+
"recall_at_prec_50": 0.0,
|
| 90 |
+
"recall_at_prec_70": 0.0,
|
| 91 |
+
"cutoff": 4.0,
|
| 92 |
+
"n_events": 2167
|
| 93 |
+
},
|
| 94 |
+
{
|
| 95 |
+
"auc_pr": 0.061184346220415166,
|
| 96 |
+
"auc_roc": 0.6374507725922728,
|
| 97 |
+
"f1_at_50": 0.0,
|
| 98 |
+
"n_positive": 73,
|
| 99 |
+
"n_total": 2167,
|
| 100 |
+
"pos_rate": 0.03368712505768343,
|
| 101 |
+
"f1": 0.13223140017211957,
|
| 102 |
+
"optimal_threshold": 0.03237410071942446,
|
| 103 |
+
"threshold": 0.03237410071942446,
|
| 104 |
+
"recall_at_prec_30": 0.0,
|
| 105 |
+
"recall_at_prec_50": 0.0,
|
| 106 |
+
"recall_at_prec_70": 0.0,
|
| 107 |
+
"cutoff": 5.0,
|
| 108 |
+
"n_events": 2167
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"auc_pr": 0.061184346220415166,
|
| 112 |
+
"auc_roc": 0.6374507725922728,
|
| 113 |
+
"f1_at_50": 0.0,
|
| 114 |
+
"n_positive": 73,
|
| 115 |
+
"n_total": 2167,
|
| 116 |
+
"pos_rate": 0.03368712505768343,
|
| 117 |
+
"f1": 0.13223140017211957,
|
| 118 |
+
"optimal_threshold": 0.03237410071942446,
|
| 119 |
+
"threshold": 0.03237410071942446,
|
| 120 |
+
"recall_at_prec_30": 0.0,
|
| 121 |
+
"recall_at_prec_50": 0.0,
|
| 122 |
+
"recall_at_prec_70": 0.0,
|
| 123 |
+
"cutoff": 6.0,
|
| 124 |
+
"n_events": 2167
|
| 125 |
+
}
|
| 126 |
+
],
|
| 127 |
+
"xgboost": [
|
| 128 |
+
{
|
| 129 |
+
"auc_pr": 0.9883137899600032,
|
| 130 |
+
"auc_roc": 0.9995878635632139,
|
| 131 |
+
"f1_at_50": 0.935064935064935,
|
| 132 |
+
"n_positive": 73,
|
| 133 |
+
"n_total": 2167,
|
| 134 |
+
"pos_rate": 0.03368712505768343,
|
| 135 |
+
"f1": 0.9411764655987015,
|
| 136 |
+
"optimal_threshold": 0.5284891724586487,
|
| 137 |
+
"threshold": 0.5284891724586487,
|
| 138 |
+
"recall_at_prec_30": 1.0,
|
| 139 |
+
"recall_at_prec_50": 1.0,
|
| 140 |
+
"recall_at_prec_70": 1.0,
|
| 141 |
+
"cutoff": 2.0,
|
| 142 |
+
"n_events": 2167
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"auc_pr": 0.9123203140942627,
|
| 146 |
+
"auc_roc": 0.9903418565869928,
|
| 147 |
+
"f1_at_50": 0.8421052631578947,
|
| 148 |
+
"n_positive": 70,
|
| 149 |
+
"n_total": 2126,
|
| 150 |
+
"pos_rate": 0.03292568203198495,
|
| 151 |
+
"f1": 0.8467153234695509,
|
| 152 |
+
"optimal_threshold": 0.9780168533325195,
|
| 153 |
+
"threshold": 0.9780168533325195,
|
| 154 |
+
"recall_at_prec_30": 0.9857142857142858,
|
| 155 |
+
"recall_at_prec_50": 0.9714285714285714,
|
| 156 |
+
"recall_at_prec_70": 0.9285714285714286,
|
| 157 |
+
"cutoff": 2.5,
|
| 158 |
+
"n_events": 2126
|
| 159 |
+
},
|
| 160 |
+
{
|
| 161 |
+
"auc_pr": 0.7112636105696798,
|
| 162 |
+
"auc_roc": 0.9702624390685601,
|
| 163 |
+
"f1_at_50": 0.7012987012987013,
|
| 164 |
+
"n_positive": 67,
|
| 165 |
+
"n_total": 2045,
|
| 166 |
+
"pos_rate": 0.03276283618581907,
|
| 167 |
+
"f1": 0.722222217246335,
|
| 168 |
+
"optimal_threshold": 0.9061354398727417,
|
| 169 |
+
"threshold": 0.9061354398727417,
|
| 170 |
+
"recall_at_prec_30": 0.9104477611940298,
|
| 171 |
+
"recall_at_prec_50": 0.8507462686567164,
|
| 172 |
+
"recall_at_prec_70": 0.7164179104477612,
|
| 173 |
+
"cutoff": 3.0,
|
| 174 |
+
"n_events": 2045
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"auc_pr": 0.7224173760553306,
|
| 178 |
+
"auc_roc": 0.9779084384250436,
|
| 179 |
+
"f1_at_50": 0.6666666666666666,
|
| 180 |
+
"n_positive": 65,
|
| 181 |
+
"n_total": 1962,
|
| 182 |
+
"pos_rate": 0.033129459734964326,
|
| 183 |
+
"f1": 0.6802721039104078,
|
| 184 |
+
"optimal_threshold": 0.8590014576911926,
|
| 185 |
+
"threshold": 0.8590014576911926,
|
| 186 |
+
"recall_at_prec_30": 0.9384615384615385,
|
| 187 |
+
"recall_at_prec_50": 0.8615384615384616,
|
| 188 |
+
"recall_at_prec_70": 0.6153846153846154,
|
| 189 |
+
"cutoff": 3.5,
|
| 190 |
+
"n_events": 1962
|
| 191 |
+
},
|
| 192 |
+
{
|
| 193 |
+
"auc_pr": 0.6392429519999454,
|
| 194 |
+
"auc_roc": 0.9669743064869061,
|
| 195 |
+
"f1_at_50": 0.5921052631578947,
|
| 196 |
+
"n_positive": 62,
|
| 197 |
+
"n_total": 1890,
|
| 198 |
+
"pos_rate": 0.0328042328042328,
|
| 199 |
+
"f1": 0.6370370320702333,
|
| 200 |
+
"optimal_threshold": 0.8714247941970825,
|
| 201 |
+
"threshold": 0.8714247941970825,
|
| 202 |
+
"recall_at_prec_30": 0.8870967741935484,
|
| 203 |
+
"recall_at_prec_50": 0.8064516129032258,
|
| 204 |
+
"recall_at_prec_70": 0.41935483870967744,
|
| 205 |
+
"cutoff": 4.0,
|
| 206 |
+
"n_events": 1890
|
| 207 |
+
},
|
| 208 |
+
{
|
| 209 |
+
"auc_pr": 0.42295193898950256,
|
| 210 |
+
"auc_roc": 0.9482351744481741,
|
| 211 |
+
"f1_at_50": 0.5419354838709678,
|
| 212 |
+
"n_positive": 58,
|
| 213 |
+
"n_total": 1753,
|
| 214 |
+
"pos_rate": 0.03308613804905876,
|
| 215 |
+
"f1": 0.5454545404630832,
|
| 216 |
+
"optimal_threshold": 0.9965507984161377,
|
| 217 |
+
"threshold": 0.9965507984161377,
|
| 218 |
+
"recall_at_prec_30": 0.7931034482758621,
|
| 219 |
+
"recall_at_prec_50": 0.5689655172413793,
|
| 220 |
+
"recall_at_prec_70": 0.0,
|
| 221 |
+
"cutoff": 5.0,
|
| 222 |
+
"n_events": 1753
|
| 223 |
+
},
|
| 224 |
+
{
|
| 225 |
+
"auc_pr": 0.3219032626600778,
|
| 226 |
+
"auc_roc": 0.9162752848174842,
|
| 227 |
+
"f1_at_50": 0.4027777777777778,
|
| 228 |
+
"n_positive": 55,
|
| 229 |
+
"n_total": 1619,
|
| 230 |
+
"pos_rate": 0.033971587399629403,
|
| 231 |
+
"f1": 0.42592592092764064,
|
| 232 |
+
"optimal_threshold": 0.9984425902366638,
|
| 233 |
+
"threshold": 0.9984425902366638,
|
| 234 |
+
"recall_at_prec_30": 0.5818181818181818,
|
| 235 |
+
"recall_at_prec_50": 0.12727272727272726,
|
| 236 |
+
"recall_at_prec_70": 0.01818181818181818,
|
| 237 |
+
"cutoff": 6.0,
|
| 238 |
+
"n_events": 1619
|
| 239 |
+
}
|
| 240 |
+
],
|
| 241 |
+
"pitft": [
|
| 242 |
+
{
|
| 243 |
+
"auc_pr": 0.5108315323239697,
|
| 244 |
+
"auc_roc": 0.9467689811725608,
|
| 245 |
+
"f1_at_50": 0.0,
|
| 246 |
+
"n_positive": 73,
|
| 247 |
+
"n_total": 2167,
|
| 248 |
+
"pos_rate": 0.03368712505768343,
|
| 249 |
+
"f1": 0.5325443737908337,
|
| 250 |
+
"optimal_threshold": 0.18103967607021332,
|
| 251 |
+
"threshold": 0.18103967607021332,
|
| 252 |
+
"recall_at_prec_30": 0.7808219178082192,
|
| 253 |
+
"recall_at_prec_50": 0.5068493150684932,
|
| 254 |
+
"recall_at_prec_70": 0.2876712328767123,
|
| 255 |
+
"cutoff": 2.0,
|
| 256 |
+
"n_events": 2167
|
| 257 |
+
},
|
| 258 |
+
{
|
| 259 |
+
"auc_pr": 0.40929547300496166,
|
| 260 |
+
"auc_roc": 0.9342620900500278,
|
| 261 |
+
"f1_at_50": 0.028169014084507043,
|
| 262 |
+
"n_positive": 70,
|
| 263 |
+
"n_total": 2126,
|
| 264 |
+
"pos_rate": 0.03292568203198495,
|
| 265 |
+
"f1": 0.45121950730220106,
|
| 266 |
+
"optimal_threshold": 0.18565748631954193,
|
| 267 |
+
"threshold": 0.18565748631954193,
|
| 268 |
+
"recall_at_prec_30": 0.6571428571428571,
|
| 269 |
+
"recall_at_prec_50": 0.35714285714285715,
|
| 270 |
+
"recall_at_prec_70": 0.2,
|
| 271 |
+
"cutoff": 2.5,
|
| 272 |
+
"n_events": 2126
|
| 273 |
+
},
|
| 274 |
+
{
|
| 275 |
+
"auc_pr": 0.3126159912723518,
|
| 276 |
+
"auc_roc": 0.9086669785551514,
|
| 277 |
+
"f1_at_50": 0.056338028169014086,
|
| 278 |
+
"n_positive": 67,
|
| 279 |
+
"n_total": 2045,
|
| 280 |
+
"pos_rate": 0.03276283618581907,
|
| 281 |
+
"f1": 0.3968253918455531,
|
| 282 |
+
"optimal_threshold": 0.2572215497493744,
|
| 283 |
+
"threshold": 0.2572215497493744,
|
| 284 |
+
"recall_at_prec_30": 0.4626865671641791,
|
| 285 |
+
"recall_at_prec_50": 0.208955223880597,
|
| 286 |
+
"recall_at_prec_70": 0.0,
|
| 287 |
+
"cutoff": 3.0,
|
| 288 |
+
"n_events": 2045
|
| 289 |
+
},
|
| 290 |
+
{
|
| 291 |
+
"auc_pr": 0.32548992974654617,
|
| 292 |
+
"auc_roc": 0.9031263939013017,
|
| 293 |
+
"f1_at_50": 0.058823529411764705,
|
| 294 |
+
"n_positive": 65,
|
| 295 |
+
"n_total": 1962,
|
| 296 |
+
"pos_rate": 0.033129459734964326,
|
| 297 |
+
"f1": 0.3716814110423683,
|
| 298 |
+
"optimal_threshold": 0.28492599725723267,
|
| 299 |
+
"threshold": 0.28492599725723267,
|
| 300 |
+
"recall_at_prec_30": 0.46153846153846156,
|
| 301 |
+
"recall_at_prec_50": 0.26153846153846155,
|
| 302 |
+
"recall_at_prec_70": 0.015384615384615385,
|
| 303 |
+
"cutoff": 3.5,
|
| 304 |
+
"n_events": 1962
|
| 305 |
+
},
|
| 306 |
+
{
|
| 307 |
+
"auc_pr": 0.286925285041537,
|
| 308 |
+
"auc_roc": 0.892249594127197,
|
| 309 |
+
"f1_at_50": 0.0,
|
| 310 |
+
"n_positive": 62,
|
| 311 |
+
"n_total": 1890,
|
| 312 |
+
"pos_rate": 0.0328042328042328,
|
| 313 |
+
"f1": 0.3736263691341626,
|
| 314 |
+
"optimal_threshold": 0.16788320243358612,
|
| 315 |
+
"threshold": 0.16788320243358612,
|
| 316 |
+
"recall_at_prec_30": 0.45161290322580644,
|
| 317 |
+
"recall_at_prec_50": 0.22580645161290322,
|
| 318 |
+
"recall_at_prec_70": 0.0,
|
| 319 |
+
"cutoff": 4.0,
|
| 320 |
+
"n_events": 1890
|
| 321 |
+
},
|
| 322 |
+
{
|
| 323 |
+
"auc_pr": 0.23877494536053875,
|
| 324 |
+
"auc_roc": 0.867622825755264,
|
| 325 |
+
"f1_at_50": 0.0625,
|
| 326 |
+
"n_positive": 58,
|
| 327 |
+
"n_total": 1753,
|
| 328 |
+
"pos_rate": 0.03308613804905876,
|
| 329 |
+
"f1": 0.33082706275086216,
|
| 330 |
+
"optimal_threshold": 0.21164827048778534,
|
| 331 |
+
"threshold": 0.21164827048778534,
|
| 332 |
+
"recall_at_prec_30": 0.3103448275862069,
|
| 333 |
+
"recall_at_prec_50": 0.1896551724137931,
|
| 334 |
+
"recall_at_prec_70": 0.0,
|
| 335 |
+
"cutoff": 5.0,
|
| 336 |
+
"n_events": 1753
|
| 337 |
+
},
|
| 338 |
+
{
|
| 339 |
+
"auc_pr": 0.1838323482889146,
|
| 340 |
+
"auc_roc": 0.8097419204836084,
|
| 341 |
+
"f1_at_50": 0.06666666666666667,
|
| 342 |
+
"n_positive": 55,
|
| 343 |
+
"n_total": 1619,
|
| 344 |
+
"pos_rate": 0.033971587399629403,
|
| 345 |
+
"f1": 0.2741935434508325,
|
| 346 |
+
"optimal_threshold": 0.21228547394275665,
|
| 347 |
+
"threshold": 0.21228547394275665,
|
| 348 |
+
"recall_at_prec_30": 0.18181818181818182,
|
| 349 |
+
"recall_at_prec_50": 0.07272727272727272,
|
| 350 |
+
"recall_at_prec_70": 0.0,
|
| 351 |
+
"cutoff": 6.0,
|
| 352 |
+
"n_events": 1619
|
| 353 |
+
}
|
| 354 |
+
]
|
| 355 |
}
|