recalculateRules: Recalculate rule table.

In mategarb/R.ROSETTA: R.ROSETTA: an interpretable machine learning framework

Description

Recalculates the values in the rule table according to the decision table. Retrieves the rule support sets.

Usage

recalculateRules(dt, rules, discrete=FALSE, pAdjust=TRUE, pAdjustMethod="bonferroni")

Arguments

dt	A data frame of decision table. The last column is decision.
rules	A data frame of rule table from rosetta main output.
discrete	Logical. If TRUE the dataset is discrete. Default is FALSE.
pAdjust	Logical. If TRUE, p-value adjustment is applied. Default is TRUE.
pAdjustMethod	A character containing the name of the method: holm, hochberg, hommel, bonferroni, BH, BY, fdr or none. Default is bonferroni.

Value

output

A data frame containing recaluclated rules with: feature names, accuracy, support, statistics and support sets.

Author(s)

Mateusz Garbulowski

Examples

library(R.ROSETTA)
set.seed(1)

out <- rosetta(autcon)
rules <- out$main
recRules <- recalculateRules(autcon, rules)

mategarb/R.ROSETTA documentation built on April 2, 2021, 12:28 a.m.