Variable Importance Plots (VIPs)

Material from "Random Forests and Gradient Boosting Machines in R" presented at Machine Learning Day '18

R scripts for RF and RBF-SVM for Acute Myeloid Leukemia subtypes multiclass classification using gene expression profiles. LASSO feature selection, SMOTE sampling, 10-fold cross-validation, variable importance plot, PCA plot, normalized Confusion Matrix, GSE13159.

WL paclet with functions for finding variables importance in datasets.