[ { "fold": 1, "metrics": { "roc_auc": 0.8320064003838342, "pr_auc": 0.3468972181615831, "precision": 0.355772584583188, "recall": 0.5282237182806836, "f1": 0.425177157148812, "accuracy": 0.8405872492919484, "balanced_accuracy": 0.7040272787890081, "sensitivity": 0.5282237182806836, "specificity": 0.8798308392973324, "ppv": 0.355772584583188, "npv": 0.9368851323264514, "fpr": 0.12016916070266753, "fnr": 0.4717762817193164, "true_positives": 1020, "true_negatives": 13523, "false_positives": 1847, "false_negatives": 911, "brier_score": 0.10133066832539106 }, "train_size": 69200, "holdout_size": 17301, "oob_score": 0.8384248554913295 }, { "fold": 2, "metrics": { "roc_auc": 0.8340020428733721, "pr_auc": 0.35619901969389883, "precision": 0.35601915184678523, "recall": 0.539378238341969, "f1": 0.4289245982694685, "accuracy": 0.8397687861271677, "balanced_accuracy": 0.7084334262627217, "sensitivity": 0.539378238341969, "specificity": 0.8774886141834743, "ppv": 0.35601915184678523, "npv": 0.9381608235948804, "fpr": 0.1225113858165257, "fnr": 0.4606217616580311, "true_positives": 1041, "true_negatives": 13487, "false_positives": 1883, "false_negatives": 889, "brier_score": 0.101020168746024 }, "train_size": 69201, "holdout_size": 17300, "oob_score": 0.8369532232193176 }, { "fold": 3, "metrics": { "roc_auc": 0.8250132651926065, "pr_auc": 0.34356251963049117, "precision": 0.3474258438458916, "recall": 0.5279792746113989, "f1": 0.41908287065597366, "accuracy": 0.8367052023121387, "balanced_accuracy": 0.7017254863623033, "sensitivity": 0.5279792746113989, "specificity": 0.8754716981132076, "ppv": 0.3474258438458916, "npv": 0.9365907983573467, "fpr": 0.12452830188679245, "fnr": 0.472020725388601, "true_positives": 1019, "true_negatives": 13456, "false_positives": 1914, "false_negatives": 911, "brier_score": 0.10307757393458322 }, "train_size": 69201, "holdout_size": 17300, "oob_score": 0.8376613054724643 }, { "fold": 4, "metrics": { "roc_auc": 0.8218565225371279, "pr_auc": 0.33404306226540276, "precision": 0.33557724671827666, "recall": 0.5163127912998446, "f1": 0.4067727458180334, "accuracy": 0.8319075144508671, "balanced_accuracy": 0.6939362121636838, "sensitivity": 0.5163127912998446, "specificity": 0.8715596330275229, "ppv": 0.33557724671827666, "npv": 0.934817502966013, "fpr": 0.12844036697247707, "fnr": 0.48368720870015536, "true_positives": 997, "true_negatives": 13395, "false_positives": 1974, "false_negatives": 934, "brier_score": 0.10409430077495117 }, "train_size": 69201, "holdout_size": 17300, "oob_score": 0.837863614687649 }, { "fold": 5, "metrics": { "roc_auc": 0.8348574320802005, "pr_auc": 0.35767143591494466, "precision": 0.3541369472182596, "recall": 0.5142413257379596, "f1": 0.41942977824709604, "accuracy": 0.8410982658959537, "balanced_accuracy": 0.6982033618084034, "sensitivity": 0.5142413257379596, "specificity": 0.8821653978788471, "ppv": 0.3541369472182596, "npv": 0.9352924944812362, "fpr": 0.11783460212115297, "fnr": 0.4857586742620404, "true_positives": 993, "true_negatives": 13558, "false_positives": 1811, "false_negatives": 938, "brier_score": 0.10019440112303402 }, "train_size": 69201, "holdout_size": 17300, "oob_score": 0.8406236904090981 } ]