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fintech_recon_classifier

Joblib
fintech
reconciliation
classification
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fintech_recon_classifier
File size: 906 Bytes 
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{
  "task": "break",
  "label_column": "recon_break_label",
  "label_map": {
    "TRUE_BREAK": 1,
    "FALSE_BREAK": 0
  },
  "selected_features": [
    "large_amt_mismatch",
    "amt_diff",
    "amt_pct",
    "amt_diff_abs",
    "amt_ratio",
    "settlement_gap_days",
    "is_weekend",
    "is_settlement_weekend"
  ],
  "winning_experiment": "exp_001_baseline",
  "winning_iteration": 1,
  "winning_metrics": {
    "pr_auc": 1.0,
    "roc_auc": 1.0,
    "f1": 0.998330550918197,
    "precision": 0.9966666666666667,
    "recall": 1.0
  },
  "trained_at": "2025-12-26T23:06:16",
  "model_config": {
    "model_type": "logreg",
    "logreg_C": 0.3,
    "rf_n_estimators": 200,
    "rf_max_depth": null,
    "rf_min_samples_leaf": 5,
    "gb_n_estimators": 100,
    "gb_learning_rate": 0.05,
    "gb_max_depth": 3,
    "mlp_hidden": [
      128
    ],
    "mlp_alpha": 0.0001,
    "mlp_max_iter": 300
  }
}