preProcess: Data Preprocessing for Efficiency Analysis Trees

In MiriamEsteve/EAT: Efficiency Analysis Trees

Description

This function arranges the data in the required format and displays error messages.

Usage

preProcess(
  data,
  x,
  y,
  numStop = 5,
  fold = 5,
  max.depth = NULL,
  max.leaves = NULL,
  na.rm = TRUE
)

Arguments

data	data.frame or matrix containing the variables in the model.
x	Column input indexes in data.
y	Column output indexes in data.
numStop	Minimum number of observations in a node for a split to be attempted.
fold	Set of number of folds in which the dataset to apply cross-validation during the pruning is divided.
max.depth	Depth of the tree.
max.leaves	Maximum number of leaf nodes.
na.rm	logical. If TRUE, NA rows are omitted.

Value

It returns a data.frame in the required format.

MiriamEsteve/EAT documentation built on Jan. 18, 2022, 6:55 p.m.