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junction_clf_model_v4.2

Safetensors
code
vit
binary-classification
model
evaluation
Model card Files Community
ZivKassnerNK commited on
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Add evaluation results and output files to model card

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  1. README.md +35 -0
  2. checkpoint-4347/config.json +25 -0
  3. checkpoint-4347/model.safetensors +3 -0
  4. checkpoint-4347/optimizer.pt +3 -0
  5. checkpoint-4347/preprocessor_config.json +23 -0
  6. checkpoint-4347/rng_state.pth +3 -0
  7. checkpoint-4347/scaler.pt +3 -0
  8. checkpoint-4347/scheduler.pt +3 -0
  9. checkpoint-4347/trainer_state.json +0 -0
  10. checkpoint-4347/training_args.bin +3 -0
  11. config.json +25 -0
  12. model.safetensors +3 -0
  13. pr_curve.png +0 -0
  14. preprocessor_config.json +23 -0
  15. roc_curve.png +0 -0
  16. training_args.bin +3 -0
README.md ADDED
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+ ---
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+ language: code
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+ tags:
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+ - binary-classification
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+ - model
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+ - evaluation
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+ metrics:
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+ - average_precision: 0.97
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+ - roc_auc: 0.95
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+ - best threshold according to F1: 0.23
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+ ---
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+
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+ # Binary Classification Model
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+
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+ ## Evaluation Results
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+
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+ **Average Precision:** 0.97
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+ **ROC AUC:** 0.95
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+ **Best Threshold (F1 Score):** 0.23
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+
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+ ## Visualizations
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+
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+ ### Precision-Recall Curve
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+ ![Precision-Recall Curve](./pr_curve.png)
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+
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+ ### ROC Curve
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+ ![ROC Curve](./roc_curve.png)
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+
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+ ## Output Files and Directories
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+
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+ - 📂 `checkpoint-171/`
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+ - `config.json`
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+ - `model.safetensors`
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+ - `preprocessor_config.json`
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+ - `training_args.bin`
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+ "qkv_bias": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.51.0"
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