{ "task": "message", "rows": 12143, "class_balance": { "0": 9969, "1": 2174 }, "train": { "threshold": 0.5, "precision": 0.9905341446923597, "recall": 0.9619172685489166, "f1": 0.9760159893404398, "confusion_matrix": [ [ 6966, 14 ], [ 58, 1465 ] ], "pr_auc": 0.996749294134677, "roc_auc": 0.999207189851127 }, "validation": { "threshold": 0.5, "precision": 0.9737704918032787, "recall": 0.9138461538461539, "f1": 0.9428571428571428, "confusion_matrix": [ [ 1487, 8 ], [ 28, 297 ] ], "pr_auc": 0.981019973792235, "roc_auc": 0.9938893748392076 }, "test": { "threshold": 0.5, "precision": 0.976897689768977, "recall": 0.9079754601226994, "f1": 0.9411764705882353, "confusion_matrix": [ [ 1487, 7 ], [ 30, 296 ] ], "pr_auc": 0.9829470354932671, "roc_auc": 0.9945220555021723 }, "baseline_logistic": { "validation": { "threshold": 0.5, "precision": 0.841225626740947, "recall": 0.9292307692307692, "f1": 0.8830409356725147, "confusion_matrix": [ [ 1438, 57 ], [ 23, 302 ] ], "pr_auc": 0.9541509594868397, "roc_auc": 0.9820097761770002 }, "test": { "threshold": 0.5, "precision": 0.8559077809798271, "recall": 0.911042944785276, "f1": 0.8826151560178306, "confusion_matrix": [ [ 1444, 50 ], [ 29, 297 ] ], "pr_auc": 0.9653032775140513, "roc_auc": 0.9904238631417285 } } }