Monotonic Optimal Binning


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Documentation for package ‘mob’ version 0.1.0

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arb_bin Monotonic binning based on the decision tree
bad_bin Monotonic binning based on bads only
cal_woe Perform WoE transformation of a numeric variable
gbm_bin Monotonic binning based on the generalized boosted regression model (GBM)
hmeq Credit attributes of 5,960 home equity loans
iso_bin Monotonic binning based on isotonic regression
manual_bin Binning based on cut points
qtl_bin Monotonic binning by quantile