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InfoGainAttributeEval

 
SYNOPSIS
 
InfoGainAttributeEval :
 
Evaluates the worth of an attribute by measuring the information gain with respect to the class.
 
InfoGain(Class,Attribute) = H(Class) - H(Class | Attribute).
 
OPTIONS
 
binarizeNumericAttributes -- Just binarize numeric attributes instead of properly discretizing them.
missingMerge -- Distribute counts for missing values. Counts are distributed across other values in
proportion to their frequency. Otherwise, missing is treated as a separate value.
 
 
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