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) |