Man pages for mlampros/FeatureSelection
Feature extraction and selection based on 'glmnet', 'xgboost' and 'ranger'
| add_probs_dfs | addition of probability-data-frames |
| barplot_feat_select | plot important features |
| class_folds | stratified folds (in classification) |
| DataSplit | partition of data (train-test-split) |
| feature_selection | Feature selection |
| func_correlation | find correlated variables |
| func_replace_NAs | secondary function to replace NAs |
| func_shuffle | shuffle data |
| normalized | normalize data |
| regr_folds | create folds (in regression) |
| remove_duplic_func | function to remove duplicated pairs of predictors ( used in... |
| second_func_cor | secondary function ( used in the func_correlation ) |
| wrapper_feat_select | Wraps all three methods |
