Softening Splits in Decision Trees


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Documentation for package ‘SplitSoftening’ version 2.1-0

Help Pages

predictSoftsplits Prediction according to 'soft tree'.
soften Create a 'soft tree' structure with softening parameters set using one of the named method.
softening.by.data.range Make split softening based on data ranges.
softening.by.esd Soften splits separately using error standard deviation.
softening.optimized Make split softening optimized with Nelder-Mead.
softsplits Create 'soft tree' structure from a tree object.
SplitSoftening Package: Softening splits in classification trees