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Update README.md

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@@ -141,10 +141,10 @@ module.wandb(res,log_plots=True, debug=True)
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  ```
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  - If `log_plots` is `True`, the W&B logging function generates four bar plots:
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- - **Recognition metrics**
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- - **Recognized metrics**
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- - **Evaluation metrics** (F1, precision, recall)
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- - **Confusion metrics** (false negatives, false positives, true positives)
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  - If `debug` is `True`, the function logs the global metrics plus the per-sequence evaluation metrics in descending order of F1 score under the **Logs** section of the run page.
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  ```
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  - If `log_plots` is `True`, the W&B logging function generates four bar plots:
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+ - **User_Friendly Metrics (mostly_tracked_score_%)** mainly for non dev users
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+ - **User_Friendly Metrics (mostly_tracked_count_%)** for dev
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+ - **Evaluation Metrics** (F1, precision, recall)
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+ - **Prediction Summary** (false negatives, false positives, true positives)
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  - If `debug` is `True`, the function logs the global metrics plus the per-sequence evaluation metrics in descending order of F1 score under the **Logs** section of the run page.
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