A Multicriteria Approach to Find Predictive and Sparse Models with Stable Feature Selection for High-Dimensional Data

Table 3

Hyperparameter ranges for all methods.

Method	Parameter	Range
Filter	n.feats
GLM Boosting
Lasso Log. Reg.
Random Forest	num.trees
Random Forest	min.node.size
SVM
SVM