{ "version": "V11_production", "validation": { "best_accuracy": 0.967, "best_f1": 0.9661538461538461 }, "test": { "accuracy": 0.972, "precision": 0.9978768577494692, "recall": 0.9456740442655935, "f1": 0.9710743801652892, "avg_confidence": 0.7880289698541164 }, "dataset": { "total_samples": 10000, "train_samples": 8000, "val_samples": 1000, "test_samples": 1000 }, "comparison": { "v10_baseline": 1.0, "v11_test": 0.972, "improvement": -0.028000000000000025 } }