{
  "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"
}