FFTrees (version 1.8.0)

fftrees_create: Create an object of class FFTrees

Description

fftrees_create creates an FFTrees object.

fftrees_create is called internally by the main FFTrees function. Its main purpose is to verify and store various parameters (e.g., to denote algorithms, goals, thresholds) to be used in maximization processes and for evaluation purposes (e.g., sens.w and cost values).

Usage

fftrees_create(
  data = NULL,
  formula = NULL,
  algorithm = NULL,
  goal = NULL,
  goal.chase = NULL,
  goal.threshold = NULL,
  numthresh.method = NULL,
  numthresh.n = NULL,
  sens.w = NULL,
  max.levels = NULL,
  cost.outcomes = NULL,
  cost.cues = NULL,
  stopping.rule = NULL,
  stopping.par = NULL,
  decision.labels = NULL,
  main = NULL,
  my.tree = NULL,
  data.test = NULL,
  repeat.cues = NULL,
  do.lr = TRUE,
  do.svm = TRUE,
  do.cart = TRUE,
  do.rf = TRUE,
  do.comp = TRUE,
  quiet = NULL
)

Value

A new FFTrees object.

Arguments

data

Training data (as data frame).

formula

A formula (with a binary criterion variable).

algorithm

string.

goal

string.

goal.chase

string.

goal.threshold

string.

numthresh.method

string.

numthresh.n

integer.

sens.w

numeric.

max.levels

integer.

cost.outcomes

list.

cost.cues

list.

stopping.rule

string.

stopping.par

numeric.

decision.labels

string.

main

string.

my.tree

string.

data.test

dataframe.

repeat.cues

logical.

do.lr

logical.

do.svm

logical.

do.cart

logical.

do.rf

logical.

do.comp

logical.

quiet

logical

See Also

fftrees_define for defining FFTs; FFTrees for creating FFTs from and applying them to data.