{ "model_backend": "sklearn", "feature_columns": [ "invoice_value_usd", "payment_delay_days", "political_stability_score", "currency_volatility_index", "trade_sanctions_flag", "buyer_total_orders", "buyer_total_value", "buyer_avg_delay", "buyer_dispute_rate", "buyer_avg_invoice", "buyer_paid_in_full_rate", "buyer_order_rank" ], "test_accuracy": 0.957, "score_bands": { "credit_ok": { "min": 0, "max": 30, "term": "Credit terms acceptable (net 30/60)" }, "lc_required": { "min": 30, "max": 60, "term": "Letter of Credit (LC) required" }, "advance_only": { "min": 60, "max": 100, "term": "Advance payment only" } }, "score_to_term_fn": "score_to_payment_term" }