From: Development of a regional voice dataset and speaker classification based on machine learning
Performance measures | Classifier models | |||
---|---|---|---|---|
ANN | SVM | KNN | RF | |
Accuracy | 86.58% | 81.75% | 83.03% | 81.12% |
RMSE | 0.0346 | 0.074 | 0.0424 | 0.0517 |
Precision | 0.869 | 0.829 | 0.840 | 0.800 |
Recall | 0.866 | 0.818 | 0.830 | 0.811 |
F-Measure | 0.865 | 0.817 | 0.821 | 0.813 |