NumericalTable: Cross Table of Numerical Covariates

Description Usage Arguments Examples

Description

This function generates a data.table tabulating the different ranges of a continuous covariate and the corresponding probabilities of the binary dependent variable taking the value of 1.

Usage

1
2
NumericalTable(Target, Covariate, Data, NumberOfBins = 5, CustomBins = F,
  CustomIntervals = NULL, UseLogit = T)

Arguments

Target

The name of binary target to be predicted.

Covariate

The name of the covariate.

Data

A data.table containing both the target and covariate.

NumberOfBins

Number of bins the numerical value to be broken into.

CustomBins

Allowing a custom set of values to be used for binning.

CustomIntervals

The numerical values of the break points.

UseLogit

If the value is TRUE, Log Odds will be generated. Otherwise, a set of score derived from Log Odds, scaled from 0 to 100, will be generated.

Examples

1
mpgTable <- NumericalTable(Target = "am", Covariate = "mpg", Data = mtcars)

Then-Terence/LiteXploreR documentation built on May 18, 2019, 8:07 p.m.