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Audio Dog/Cat Classification
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Model | No SMOTE & No nlpaug | SMOTE & No nlpaug | SMOTE & nlpaug | |
---|---|---|---|---|
Naive Bayes | 73.1% | 81.1% | 81.9% | |
Random Forest | 73.1% | 87.8% | 95.9% | |
Gradient Boosting | 79.0% | 89.5% | 97.3% | |
XGBoost | 88.3% | 94.1% | 97.3% |
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