{ "alignment": "numeric win_%02d order", "positions": { "start64": { "n": 399, "n_test": 120, "ridge": { "auc": 0.6121875 }, "mlp_pca128": { "auc": 0.6196875, "operational_val_thr": { "threshold": 0.10858534276485443, "caught_wrong": 8, "false_cancels": 9, "wrong": 40, "correct": 80 } }, "rff_ridge": { "auc": 0.4890625, "operational_train_thr": { "threshold": 0.9957640582631949, "caught_wrong": 25, "false_cancels": 60, "wrong": 40, "correct": 80 } } }, "start128": { "n": 385, "n_test": 120, "ridge": { "auc": 0.466875 }, "mlp_pca128": { "auc": 0.505625, "operational_val_thr": { "threshold": 0.034800268709659576, "caught_wrong": 7, "false_cancels": 15, "wrong": 40, "correct": 80 } }, "rff_ridge": { "auc": 0.485, "operational_train_thr": { "threshold": 0.9969583761341039, "caught_wrong": 29, "false_cancels": 57, "wrong": 40, "correct": 80 } } }, "start256": { "n": 253, "n_test": 86, "ridge": { "auc": 0.5920138888888888 }, "mlp_pca128": { "auc": 0.6296296296296297, "operational_val_thr": { "threshold": -0.12822799384593964, "caught_wrong": 10, "false_cancels": 6, "wrong": 32, "correct": 54 } }, "rff_ridge": { "auc": 0.5023148148148148, "operational_train_thr": { "threshold": 0.9979932945008406, "caught_wrong": 27, "false_cancels": 46, "wrong": 32, "correct": 54 } } }, "start512": { "n": 100, "n_test": 34, "ridge": { "auc": 0.6805555555555556 }, "mlp_pca128": { "auc": 0.4756944444444444, "operational_val_thr": { "threshold": 0.004884533584117889, "caught_wrong": 16, "false_cancels": 18, "wrong": 16, "correct": 18 } }, "rff_ridge": { "auc": 0.5694444444444444, "operational_train_thr": { "threshold": 0.9982440521755911, "caught_wrong": 16, "false_cancels": 17, "wrong": 16, "correct": 18 } } }, "last8": { "n": 399, "n_test": 120, "ridge": { "auc": 0.646875 }, "mlp_pca128": { "auc": 0.7003125, "operational_val_thr": { "threshold": 1.4534809589385986, "caught_wrong": 21, "false_cancels": 9, "wrong": 40, "correct": 80 } }, "rff_ridge": { "auc": 0.7109375, "operational_train_thr": { "threshold": 0.9949314123007267, "caught_wrong": 32, "false_cancels": 49, "wrong": 40, "correct": 80 } } }, "last32": { "n": 399, "n_test": 120, "ridge": { "auc": 0.644375 }, "mlp_pca128": { "auc": 0.68125, "operational_val_thr": { "threshold": 0.5865919589996338, "caught_wrong": 12, "false_cancels": 9, "wrong": 40, "correct": 80 } }, "rff_ridge": { "auc": 0.6540625, "operational_train_thr": { "threshold": 0.9955586436772784, "caught_wrong": 31, "false_cancels": 52, "wrong": 40, "correct": 80 } } }, "mid": { "n": 399, "n_test": 120, "ridge": { "auc": 0.5971875 }, "mlp_pca128": { "auc": 0.5684375, "operational_val_thr": { "threshold": 0.25060445070266724, "caught_wrong": 9, "false_cancels": 14, "wrong": 40, "correct": 80 } }, "rff_ridge": { "auc": 0.5790625, "operational_train_thr": { "threshold": 0.9964323484573725, "caught_wrong": 29, "false_cancels": 47, "wrong": 40, "correct": 80 } } } }, "gru_start64": { "n": 399, "n_test": 120, "aucs": [ 0.8359, 0.8597, 0.7147 ], "auc_mean": 0.8034375000000001 }, "gru_start256": { "n": 253, "n_test": 86, "aucs": [ 0.8808, 0.8744, 0.8553 ], "auc_mean": 0.8701774691358025 } }