Skip to main content

Table 7 SVM classification algorithm hyperparameters and hyperparameter ranges used in grid-search tuning

From: Predicting chemotherapy response using a variational autoencoder approach

Hyperparameter name Hyperparameter description Hyperparameter range
kernel Kernel type to be used (‘linear’, ‘poly’, ‘rbf’, ‘sigmoid’)
C Regularization parameter (5, 6, 7, \(\ldots\), 50)
degree Degree of the polynomial kernel function (‘poly’) (1, 2, 3, \(\ldots\), 20)