RFEAT_object: Create a RFEAT object

In MiriamEsteve/EAT: Efficiency Analysis Trees

Description

This function saves information about the Random Forest for Efficiency Analysis Trees model.

Usage

RFEAT_object(
  data,
  x,
  y,
  rownames,
  numStop,
  m,
  s_mtry,
  na.rm,
  forest,
  error,
  OOB
)

Arguments

data	data.frame or matrix containing the variables in the model.
x	Column input indexes in data.
y	Column output indexes in data.
rownames	string. Data rownames.
numStop	Minimun number of observations in a node for a split to be attempted.
m	Number of trees to be built.
s_mtry	Select number of inputs in each split. "Breiman": in / 3 "DEA1": (t.obs / 2) - out "DEA2": (t.obs / 3) - out "DEA3": t.obs - 2 * out "DEA4": min(t.obs / out, (t.obs / 3) - out)
na.rm	logical. If TRUE, NA rows are omitted.
forest	list containing the individual Efficiency Analysis Trees.
error	Error in Random Forest for Efficiency Analysis Trees.
OOB	list containing the observations with which each tree has been trained.

Value

A RFEAT object.

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