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blackadar / sonus

Machine Learning voice classification using scikit-learn RandomForest model.
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Hyperparameter Tuning #6

Closed blackadar closed 4 years ago

blackadar commented 4 years ago

Once a model has been selected, we will need to investigate the tuning of hyperparameters so that it performs optimally.

blackadar commented 4 years ago

Model Evaluation.xlsx

Best result is using no FFT thresholding, n_estimators=1000, and VarianceThreshold(threshold=0.8).