Monotonic Optimal Binning

Documentation for package ‘mob’ version 0.4.2

arb_bin	Monotonic binning based on decision tree model
bad_bin	Monotonic binning by quantile with cases Y = 1
batch_bin	Apply monotonic binning to all vectors in dataframe
batch_woe	Apply WoE transformations to vectors in dataframe
cal_woe	Perform WoE transformation of a numeric variable
gbm_bin	Monotonic binning based on generalized boosted model
hmeq	Credit attributes of 5,960 home equity loans
iso_bin	Monotonic binning based on isotonic regression
kmn_bin	Monotonic binning based on k-means clustering
pool_bin	Monotonic binning for the pool data
qcut	Discretizing a numeric vector
qtl_bin	Monotonic binning by quantile
rng_bin	Monotonic binning by quantile based on value range