Softening Splits in Decision Trees


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Documentation for package ‘SplitSoftening’ version 1.0-0

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SplitSoftening-package Package: Softening splits in classification trees
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.optimized Make split softening optimized with Nelder-Mead.
softsplits Create 'soft tree' structure from a tree object.
SplitSoftening Package: Softening splits in classification trees