Data Exploration with Information Theory (Weight-of-Evidence and Information Value)

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Documentation for package ‘Information’ version 0.0.9

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

Information-package	Data exploration with information theory (weight-of-evidence and information value)
Aggregate	(helper function )Aggregate data for WOE/NWOE calculations
CheckInputs	(helper function) Check user inputs and convert factors to characters. Provide readable reasons if errors are found.
create_infotables	Create WOE/NWOE tables and rank variables by IV/NIV
Information	Data exploration with information theory (weight-of-evidence and information value)
is.binary	(helper function) Calculate cross validation penalty
MultiPlot	(helper function) Plot mutiple WOE vectors on one page
NWOE	Create WOE table (helper function)
penalty	(helper function) Calculate cross validation penalty
plot_infotables	Create bar charts for WOE or NWOE vectors
SinglePlot	(helper function) Plot a WOE or NWOE vector
train	Training dataset
valid	Validation dataset
WOE	Create WOE tables from aggregated data (helper function)