{ "timestamp": "2026-02-03T11:06:54.379689", "dataset": "LIAR", "metrics": { "total_statements": 100, "successful_evaluations": 100, "error_count": 0, "error_rate": 0.0, "binary": { "accuracy": 0.57, "precision": 1.0, "recall": 0.1568627450980392, "f1": 0.2711864406779661, "confusion_matrix": [ [ 8, 43 ], [ 0, 49 ] ] }, "ternary": { "accuracy": 0.34, "macro_f1": 0.18686868686868685, "confusion_matrix": [ [ 0, 35, 0 ], [ 0, 33, 0 ], [ 0, 31, 1 ] ] }, "classification_report": { "Fake": { "precision": 1.0, "recall": 0.1568627450980392, "f1-score": 0.2711864406779661, "support": 51.0 }, "Real": { "precision": 0.532608695652174, "recall": 1.0, "f1-score": 0.6950354609929078, "support": 49.0 }, "accuracy": 0.57, "macro avg": { "precision": 0.7663043478260869, "recall": 0.5784313725490196, "f1-score": 0.483110950835437, "support": 100.0 }, "weighted avg": { "precision": 0.7709782608695653, "recall": 0.57, "f1-score": 0.4788724606322875, "support": 100.0 } }, "score_distribution": { "mean": 0.5134000000000001, "min": 0.35, "max": 0.69, "median": 0.52 }, "per_party": { "republican": { "count": 43, "accuracy": 0.5581395348837209 }, "democrat": { "count": 27, "accuracy": 0.6296296296296297 } }, "elapsed_time": 108.7882571220398, "statements_per_second": 0.9192168589282478 }, "config": { "threshold": 0.5, "use_graphrag": true, "weights": { "source_reputation": 0.22, "domain_age": 0.08, "sentiment_neutrality": 0.13, "entity_presence": 0.13, "coherence": 0.12, "fact_check": 0.17, "graph_context": 0.15 } } }