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41 lines
1.1 KiB
41 lines
1.1 KiB
{ |
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"model_info": { |
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"model_type": "Dual Path Boundary Classifier", |
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"base_model": "Chinese-RoBERTa-WWM-Ext", |
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"max_length": 384, |
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"trained_model_path": "D:\\workstation\\chinese-roberta-wwm-ext\\model-train-eval-NN\\model_train" |
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}, |
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"test_results": { |
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"overall_accuracy": 0.9827222924568058, |
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"total_samples": 4746, |
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"correct_predictions": 4664, |
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"incorrect_predictions": 82 |
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}, |
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"class_performance": { |
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"class_0_same_paragraph": { |
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"precision": 0.995013061030634, |
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"recall": 0.9856504351917196, |
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"f1_score": 0.9903096194753014, |
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"support": 4251 |
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}, |
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"class_1_different_paragraph": { |
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"precision": 0.8859813084112149, |
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"recall": 0.9575757575757575, |
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"f1_score": 0.920388349514563, |
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"support": 495 |
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} |
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}, |
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"boundary_detection": { |
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"mean": 0.14779670536518097, |
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"std": 0.29127171635627747, |
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"min": 0.042458675801754, |
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"max": 0.9999679327011108 |
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}, |
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"files_generated": [ |
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"test_results_detailed.json", |
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"detailed_predictions.json", |
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"confusion_matrix_test_results.png", |
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"class_performance_analysis.png", |
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"test_summary.json" |
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] |
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} |