best_params_and_metrics.json

{
  "run_tag": "5class_coral_V7",
  "seed": 9369,
  "stamp": "20251022_122854",
  "groups_order": [
    "Top",
    "Mid-Top",
    "Mid",
    "Mid-Low",
    "Low"
  ],
  "n_features": 21,
  "splits": {
    "test_size": 0.3,
    "val_size_of_train": 0.2
  },
  "holdout": {
    "accuracy": 0.875,
    "logloss": 0.30551979454213046
  },
  "best_hyperparams": {
    "n_hidden": 4,
    "batchnorm": true,
    "activation": "tanh",
    "l2": 7.315256377747453e-07,
    "units_1": 232,
    "dropout_1": 0.1,
    "lr": 0.0011140106851395951,
    "units_2": 144,
    "dropout_2": 0.25,
    "units_3": 168,
    "dropout_3": 0.25,
    "units_4": 176,
    "dropout_4": 0.0,
    "units_5": 216,
    "dropout_5": 0.15000000000000002,
    "units_6": 104,
    "dropout_6": 0.35000000000000003,
    "units_7": 200,
    "dropout_7": 0.15000000000000002,
    "units_8": 8,
    "dropout_8": 0.0,
    "units_9": 216,
    "dropout_9": 0.0,
    "units_10": 128,
    "dropout_10": 0.2,
    "tuner/epochs": 60,
    "tuner/initial_epoch": 0,
    "tuner/bracket": 0,
    "tuner/round": 0
  },
  "ordinal": true,
  "feature_order": [
    "autosuf_oper",
    "improductiva",
    "gastos_fin_over_avg_cart",
    "_equity",
    "grado_absorcion",
    "_cartera_bruta",
    "gastos_oper_over_ing_oper",
    "cartera_vencida_ratio",
    "roe_pre_tax",
    "_assets",
    "_liab",
    "equity_over_assets",
    "_margen_bruto",
    "prov_over_cartera",
    "gastos_oper_over_cart",
    "ing_cartera_over_ing_total",
    "debt_to_equity",
    "prov_gasto_over_cart",
    "cov_improductiva",
    "rend_cart_over_avg_cart",
    "roa_pre_tax"
  ]
}