Table 3 Design parameters of ML classifiers
From: Development of a regional voice dataset and speaker classification based on machine learning
ML Models | Parameters |
SVM | Kernal= polynomial, Seeds=1 |
RF | Trees= 100, Bag size = 100 |
KNN | K= 3, Distance = Euclidian |
ANN | Learning Rate = 0.3, Momentum = 0.2, Epochs = 500, |
Input nodes = 19, Hidden layers = 01, Hidden units = 10 |