{ "mode": "stl", "dataset": "original", "task": "aspect", "model_path": "outputs/best_model_stl_aspect_original.pt", "results": { "aspect": { "macro_f1": 0.6941267385341167, "macro_precision": 0.6926366440012734, "macro_recall": 0.7177510694594175, "confidence": { "overall": 0.8459477424621582, "correct": 0.8876724243164062, "incorrect": 0.7407546639442444 }, "per_class": { "App": { "precision": 0.7973568281938326, "recall": 0.8044444444444444, "f1-score": 0.8008849557522124, "support": 225.0 }, "Driver": { "precision": 0.7172413793103448, "recall": 0.7878787878787878, "f1-score": 0.7509025270758123, "support": 132.0 }, "General": { "precision": 0.7619047619047619, "recall": 0.64, "f1-score": 0.6956521739130435, "support": 125.0 }, "Payment": { "precision": 0.625, "recall": 0.6060606060606061, "f1-score": 0.6153846153846154, "support": 33.0 }, "Pricing": { "precision": 0.5614035087719298, "recall": 0.9411764705882353, "f1-score": 0.7032967032967034, "support": 68.0 }, "Service": { "precision": 0.6929133858267716, "recall": 0.5269461077844312, "f1-score": 0.5986394557823129, "support": 167.0 }, "accuracy": 0.716, "macro avg": { "precision": 0.6926366440012734, "recall": 0.7177510694594175, "f1-score": 0.6941267385341167, "support": 750.0 }, "weighted avg": { "precision": 0.7251149569069801, "recall": 0.716, "f1-score": 0.7125059034731999, "support": 750.0 } } } } }