Skip to main content

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