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@@ -102,6 +102,11 @@ The data preprocessing steps applied include the following:
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  | accuracy | 0.794582 |
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  ### Confusion Matrix
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  ![Confusion Matrix](confusion_matrix.png)
 
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  | accuracy | 0.794582 |
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+ ## Model Explainability
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+ SHAP was used to determine the important features that helps the model make decisions
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6662300a0ad8c45a1ce59190/rQYxJoz86TtdkSSSGnCOr.png)
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  ### Confusion Matrix
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  ![Confusion Matrix](confusion_matrix.png)