Description Usage Arguments Examples
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.
1 2 | NumericalTable(Target, Covariate, Data, NumberOfBins = 5, CustomBins = F,
CustomIntervals = NULL, UseLogit = T)
|
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. |
1 | mpgTable <- NumericalTable(Target = "am", Covariate = "mpg", Data = mtcars)
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