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Update README.md

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@@ -80,9 +80,9 @@ The following hyperparameters were used during training:
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  | 0.0020 | 0.9994 | 0.9994 |
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- ## Test Confusion Matrix
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- ![Confusion Matrix From Test Set](https://github.com/Isaacwilliam4/INSyT/blob/main/test_confusion_matrix.png)
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  ### Framework versions
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  |:------------|:--------------|:----------|
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  | 0.0020 | 0.9994 | 0.9994 |
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+ ## Five Fold Cross Validation Mean Test Confusion Matrix
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+ ![Five Fold Cross Validation Mean Test Confusion Matrix](https://github.com/Isaacwilliam4/INSyT/blob/main/5_fold_cross_validation.png)
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  ### Framework versions
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