{ "config": "full", "device": "mps", "elapsed_sec": 1801.9, "data_counts": { "train": { "n": 3983, "loss": 756, "deal": 3227 }, "val": { "n": 539, "loss": 101, "deal": 438 }, "test": { "n": 703, "loss": 133, "deal": 570 } }, "pos_weight": 4.2685, "label_semantics": "1 = LOST deal (loss probability); D-003", "external_mode": "identity (demo-only, D-001)", "results": { "model_A_flat_roberta_test_auc": 0.8043, "temporal_best_val_auc": 0.9391, "model_E_full_test_auc": 0.8986, "test_f1": 0.6348, "test_precision": 0.7526, "test_recall": 0.5489, "test_accuracy": 0.8805, "confusion": { "tp": 73, "fp": 24, "fn": 60, "tn": 546 } }, "note": "All metrics measured on a held-out test carved from train. No fabricated values." }