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Table 4 Performance of ML models on English dataset

From: Development of a regional voice dataset and speaker classification based on machine learning

Performance measures Classifier models
ANN SVM KNN RF
Accuracy 88.53% 85.54% 86.11% 85.28%
RMSE 0.032 0.074 0.0384 0.0499
Precision 0.889 0.845 0.869 0.841
Recall 0.885 0.855 0.861 0.853
F-Measure 0.886 0.835 0.862 0.861