extract_rules {CRE} | R Documentation |
Extract (causal) decision rules
Description
Extracts causal rules from the random forest or the gradient boosting algorithms.
Usage
extract_rules(treelist, X, max_depth, digits = 2)
Arguments
treelist |
A list of decision trees. |
X |
Features matrix. |
max_depth |
A number of top levels from each tree considered. |
digits |
A Number of digits for rounding decision rules to extract conditions. |
Value
A vector of (causal) decision rules.
[Package CRE version 0.2.7 Index]