mikropml (version 1.6.1)

randomize_feature_order: Randomize feature order to eliminate any position-dependent effects

Description

Randomize feature order to eliminate any position-dependent effects

Usage

randomize_feature_order(dataset, outcome_colname)

Value

Dataset with feature order randomized.

Arguments

dataset

Data frame with an outcome variable and other columns as features.

outcome_colname

Column name as a string of the outcome variable (default NULL; the first column will be chosen automatically).

Author

Nick Lesniak,

Kelly Sovacool,

Examples

dat <- data.frame(
  outcome = c("1", "2", "3"),
  a = 4:6, b = 7:9, c = 10:12, d = 13:15
)
randomize_feature_order(dat, "outcome")