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@@ -186,24 +186,23 @@ Model Performance
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  The baby Cry Classifier has undergone extensive testing to evaluate its effectiveness. Here's an overview of its performance:
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  Accuracy Metrics:
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- class precision recall f1-score
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-
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- 0 0.00 0.00 0.00
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- 1 0.67 0.67 0.67
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- 2 0.75 0.33 0.46
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- 3 0.50 0.43 0.46
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- 4 0.25 0.50 0.33
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-
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- accuracy 0.38
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- macro avg 0.43 0.39 0.38
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- weighted avg 0.51 0.38 0.41
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  Overall Accuracy:
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- Accuracy: 0.38461538461538464
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- Precision: 0.4333333333333333
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- Recall: 0.38571428571428573
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- F1 Score: 0.38461538461538464
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  ### Integration
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  The baby Cry Classifier has undergone extensive testing to evaluate its effectiveness. Here's an overview of its performance:
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  Accuracy Metrics:
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+ | class | precision | recall | f1-score|
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+ |:-----------:|:-----------:|:--------:|:--------:|
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+ | 0 | 0.00 | 0.00 | 0.00 |
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+ | 1 | 0.67 | 0.67 | 0.67 |
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+ | 2 | 0.75 | 0.33 | 0.46 |
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+ | 3 | 0.50 | 0.43 | 0.46 |
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+ | 4 | 0.25 | 0.50 | 0.33 |
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+ | accuracy | | | 0.38 |
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+ | macro avg | 0.43 | 0.39 | 0.38 |
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+ |weighted avg | 0.51 | 0.38 | 0.41 |
 
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  Overall Accuracy:
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+ -Accuracy: 0.38461538461538464
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+ -Precision: 0.4333333333333333
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+ -Recall: 0.38571428571428573
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+ -F1 Score: 0.38461538461538464
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  ### Integration
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