rop: Launch of the analysis

In ROP: Regression Optimized: Numerical Approach for Multivariate Classification and Regression Trees

Description

Launch function of the analysis

Usage

rop(fic, output_folder, mini, maxi, nbCycles, typesVariables)

Arguments

fic	Name of the file to analyze in csv format (for example titanic.csv)
output_folder	Path to the output folder
mini	Value of the minimum weighting
maxi	Value of the maximum weighting
nbCycles	Maximum number of cycles to apply
typesVariables	Boolean vector tracking qualitative (F) and quantitative (T) variables

Value

No value returned

Note

The results of the analysis are stored in 2 files: <file name> result.csv: contains for each stage and cycle of the analysis the coefficients retained, the threshold, the values of Se and Sp <file name> solution.csv: contains the detail of the values of each individual for the solution obtained for each cycle and stage

Author(s)

Jean-Michel Nguyen, Daniel Antonioli

Examples

rop(
  fic = system.file("extdata", "titanic.csv", package = "ROP"),
  output_folder = tempdir(),
  mini = -1,
  maxi = 1,
  nbCycles = 2,
  typesVariables = c(FALSE, FALSE, FALSE)
)

ROP documentation built on May 2, 2019, 6:12 a.m.