Man pages for maltenlz/Compressed-Rule-Ensembles
R-Package to build Compressed Rule Ensembles
| ckmean_getlabel | This function uses kmeans to find the cluster labels |
| cluster_rules | Ensemble Rule Compression |
| cre | Learn a compressed rule ensemble |
| delete_duplicates | Removes colinear and redundant rules. In case of colinearity... |
| genrulesXGB | Extracts rules from a XGB model. |
| important_rules | Prints the most important rules found be the CRE model |
| predict.cre_mod | Ensemble Rule Compression |
| transformX | Transforms the input matrix to the Rule Matrix, using the... |
| visualise_clusters | Plots the distribution of splitpoints in each covariate |
