pruneRule: Prune irrevant variable-value pair from a rule condition

In inTrees: Interpret Tree Ensembles

Prune irrevant variable-value pair from a rule condition

Description

Prune irrevant variable-value pair from a rule condition

Usage

pruneRule(rules, X, target, maxDecay = 0.05, typeDecay = 2)

Arguments

rules	A metrix including the rules and metrics
X	predictor variable matrix
target	target variable vector
maxDecay	threshold of decay
typeDecay	1: relative error; 2: error; default :2

Value

A matrix including the rules each being pruned, and metrics

Author(s)

Houtao Deng

References

Houtao Deng, Interpreting Tree Ensembles with inTrees, technical report, 2014

See Also

buildLearner

Examples

# see function "buildLearner"

inTrees documentation built on June 1, 2022, 1:06 a.m.