| { |
| "title": "Dispatch Desk · costly-decision risk", |
| "description": "Predicts, when a crisis scene opens, the probability that this player will pick the costly option, from how they played so far. The game uses it to offer extra support.", |
| "version": "2.0.0", |
| "target": "maliyetli_secim", |
| "classes": [ |
| 0, |
| 1 |
| ], |
| "class_labels": [ |
| "not costly", |
| "costly" |
| ], |
| "features": [ |
| { |
| "name": "seviye", |
| "label": "Level (0 Just starting, 1 Know a bit, 2 Experienced)", |
| "example": 1.0 |
| }, |
| { |
| "name": "sahne_no", |
| "label": "Crisis number (1-3)", |
| "example": 2.0 |
| }, |
| { |
| "name": "canli_bekleme_ort_dk", |
| "label": "Average call wait in the previous live phase (sim. minutes)", |
| "example": 3.11 |
| }, |
| { |
| "name": "canli_en_yakin_orani", |
| "label": "Share of assignments to the closest crew (0-1)", |
| "example": 0.6 |
| }, |
| { |
| "name": "canli_bekleyen", |
| "label": "Calls still waiting at the alarm", |
| "example": 1.0 |
| }, |
| { |
| "name": "gorev_yanlis", |
| "label": "Field tasks answered wrongly so far", |
| "example": 1.0 |
| }, |
| { |
| "name": "onceki_maliyetli", |
| "label": "Costly choices in earlier crises (0-2)", |
| "example": 0.0 |
| }, |
| { |
| "name": "onceki_karar_suresi_sn", |
| "label": "Seconds spent on the previous crisis (0 for Crisis 1)", |
| "example": 3.5 |
| } |
| ], |
| "decision_threshold": 0.5, |
| "acceptance": { |
| "metric": "roc_auc", |
| "roc_auc_min": 0.7, |
| "split": "stratified 70/30", |
| "parity_tol": 0.0001 |
| }, |
| "coefficients": { |
| "seviye": -0.1458, |
| "sahne_no": -0.1381, |
| "canli_bekleme_ort_dk": 0.7545, |
| "canli_en_yakin_orani": 0.1981, |
| "canli_bekleyen": 0.2938, |
| "gorev_yanlis": 0.563, |
| "onceki_maliyetli": 0.4521, |
| "onceki_karar_suresi_sn": -0.7103, |
| "intercept": 0.4913 |
| }, |
| "metrics": { |
| "roc_auc": 0.761, |
| "accuracy": 0.7179, |
| "f1": 0.7737, |
| "brier": 0.1926, |
| "roc_auc_real_only": 0.2188, |
| "n_test_real": 16, |
| "n_rows": 648, |
| "n_rows_real": 48, |
| "n_sessions_real": 16, |
| "positive_rate": 0.5802, |
| "onnx_max_abs_diff": 8.49e-08 |
| }, |
| "seed": 13, |
| "sklearn_version": "1.9.1", |
| "python_version": "3.13.17" |
| } |
|
|
