signpost_classifier.json

{
  "backend": {
    "backend": "hashed",
    "classes": [
      "ok",
      "generic",
      "role_echo",
      "identifier",
      "duplicate",
      "verbose",
      "missing",
      "mismatch"
    ],
    "final_loss": 0.5667558686932854,
    "l2": 0.0001,
    "l2_normalize": true,
    "lr": 0.5,
    "max_iter": 300,
    "n_active": 5129,
    "n_features": 262144,
    "n_iter": 133,
    "patience": 20,
    "seed": 0,
    "tol": 1e-06
  },
  "calibration": {
    "achieved_over_flag_rate": 0.01981981981981982,
    "max_over_flag_rate": 0.02,
    "n_ok": 1110,
    "n_total": 1732,
    "previous_threshold": 0.5,
    "threshold": 0.6436870906101855
  },
  "class_weight": "balanced",
  "class_weight_vector": [
    0.19504504504504505,
    1.8041666666666667,
    2.432584269662921,
    2.608433734939759,
    2.811688311688312,
    3.330769230769231,
    3.13768115942029,
    1.819327731092437
  ],
  "classes": [
    "ok",
    "generic",
    "role_echo",
    "identifier",
    "duplicate",
    "verbose",
    "missing",
    "mismatch"
  ],
  "context_level": "full",
  "fitted": true,
  "seed": 0,
  "threshold": 0.6436870906101855
}