The File Details ML_help_functions_R.R Generate random numbers from a distribution Confidence Intervals of Binomial Data Regular Linear Regression Models Simple Logistic Regression get MSPE set Folds simple plots Basic Regressions K-fold CV and boxplots Stepwise Ridge LASSO Partial Least Squares Analysis (PLS) GAM Pruned tree PPR NN Splines - polynomials classification scale KNN Logistic Regression LASSO logistic regressicon Discriminant Analysis LDA Discriminant Analysis QDA GAM Naive Bayes Classification Tree Random Forest NN SVM