gbm_bin {mob}

Monotonic binning based on generalized boosted model

Description

The function gbm_bin implements the monotonic binning based on the generalized boosted model (GBM).

Usage

gbm_bin(x, y)

Arguments

x

A numeric vector

y

A numeric vector with 0/1 binary values

Value

A list of binning outcomes, including a numeric vector with cut points and a dataframe with binning summary

Examples

data(hmeq)
gbm_bin(hmeq$DEROG, hmeq$BAD)