{ "mode": "package32k", "seed": 42, "records": 11831, "malicious": 6436, "benign": 5395, "auprc_average_precision": 0.9990312216598736, "auroc": 0.9984704751021387, "folds_sha256": "c11c6f68dd23fddb70d7090512d93f5be54bb216596175d44fcaa7e7df80e202", "oof_sha256": "f46a75a97b3716c787bd7116fb837ee0124be34055c1dbce75e6f6d1c27933f9", "folds": [ { "fold": 1, "predictions_sha256": "e9e07bbeca1b9550d997de45dad000527ee6e212cf140247b7ab5885691aa6eb", "adapter_sha256": "1407f6319076816ea490e8e11b139c01ec3ff80947bd8fa962e16a57488eb85f" }, { "fold": 2, "predictions_sha256": "94ba50e421d4385b7c0fd42cf6f1da076df7f81ec4b3e2a2872a21e015afb2b0", "adapter_sha256": "a01b9e8ab0623a54a7ae845137fb4fa0c877c9ddda6c57ac00d1600e0caafb1c" }, { "fold": 3, "predictions_sha256": "f007afc29a1b5aa7407287501fc52619bb56fd1340197874aae5b5faccb50e14", "adapter_sha256": "e2261670e1f652da8bc316b3449c8ee03b0f5d993b7b958ddeb7b89a638bf116" } ], "created_at": "2026-11-10T07:34:36.103352+00:00", "default": { "raw_threshold": 0.0, "native_threshold": 0.5, "tp": 6367, "fp": 18, "fn": 69, "tn": 5377, "recall": 0.9892790553138595, "fpr": 0.003336422613531047, "precision": 0.9971808927173061, "f1": 0.9932142578582014, "flagged_fraction": 0.5396838813287127 }, "targets": { "0.95": { "raw_threshold": 7.327948239240634, "native_threshold": 0.9993435112125237, "tp": 6115, "fp": 1, "fn": 321, "tn": 5394, "recall": 0.9501243008079553, "fpr": 0.00018535681186283596, "precision": 0.999836494440811, "f1": 0.974346717654557, "flagged_fraction": 0.5169470036345195 }, "0.98": { "raw_threshold": 5.646373107267836, "native_threshold": 0.9964821215635228, "tp": 6308, "fp": 4, "fn": 128, "tn": 5391, "recall": 0.9801118707271598, "fpr": 0.0007414272474513438, "precision": 0.9993662864385298, "f1": 0.989645434577973, "flagged_fraction": 0.5335136505789874 }, "0.99": { "raw_threshold": -0.9062583981072989, "native_threshold": 0.2877660945090445, "tp": 6372, "fp": 19, "fn": 64, "tn": 5376, "recall": 0.9900559353635798, "fpr": 0.0035217794253938834, "precision": 0.997027069316226, "f1": 0.9935292741872612, "flagged_fraction": 0.5401910235821148 } }, "balanced": { "target": 0.99, "raw_threshold": -0.9062583981072989, "native_threshold": 0.2877660945090445, "tp": 6372, "fp": 19, "fn": 64, "tn": 5376, "recall": 0.9900559353635798, "fpr": 0.0035217794253938834, "precision": 0.997027069316226, "f1": 0.9935292741872612, "flagged_fraction": 0.5401910235821148 }, "high_recall": { "raw_threshold": -0.9062583981072989, "native_threshold": 0.2877660945090445, "tp": 6372, "fp": 19, "fn": 64, "tn": 5376, "recall": 0.9900559353635798, "fpr": 0.0035217794253938834, "precision": 0.997027069316226, "f1": 0.9935292741872612, "flagged_fraction": 0.5401910235821148 }, "selection": "Balanced maximizes recall minus FPR among predeclared 95/98/99% OOF recall gates; ties prefer higher recall. High-recall targets 99% OOF recall.", "scope": "Pooled three-fold out-of-fold scores. Every score is from a model that excluded that skill group. Thresholds transfer to a separate full-data refit; these are not held-out test results of that refit." }