{ "created_at": "2026-04-29T02:52:45.301316+00:00", "embedding_model": "sentence-transformers/all-MiniLM-L6-v2", "labels": [ "declarative", "exclamatory", "imperative", "interrogative", "optative" ], "dataset_path": "data\\sentence_function_dataset.csv", "dataset_size": 125, "test_size": 0.2, "metrics": { "declarative": { "precision": 0.5, "recall": 0.4, "f1-score": 0.4444444444444444, "support": 5.0 }, "exclamatory": { "precision": 0.8333333333333334, "recall": 1.0, "f1-score": 0.9090909090909091, "support": 5.0 }, "imperative": { "precision": 1.0, "recall": 0.8, "f1-score": 0.8888888888888888, "support": 5.0 }, "interrogative": { "precision": 0.5, "recall": 0.6, "f1-score": 0.5454545454545454, "support": 5.0 }, "optative": { "precision": 1.0, "recall": 1.0, "f1-score": 1.0, "support": 5.0 }, "accuracy": 0.76, "macro avg": { "precision": 0.7666666666666667, "recall": 0.76, "f1-score": 0.7575757575757576, "support": 25.0 }, "weighted avg": { "precision": 0.7666666666666667, "recall": 0.76, "f1-score": 0.7575757575757575, "support": 25.0 } } }