softsplits: Create 'soft tree' structure from a tree object.

In SplitSoftening: Softening Splits in Decision Trees

Create ‘soft tree’ structure from a tree object.

Description

Create ‘soft tree’ structure from a tree object.

Usage

softsplits(fit)

Arguments

fit	A tree object: must be a classification tree

Value

A data structure suitable for softening splits in the tree and for evaluation of ‘soft tree’ on submitted data. The returned object is ready for softening, but it is not yet softened. The result of prediction for some data with the returned object is still the same as with the original tree fit.

See Also

predictSoftsplits.

SplitSoftening documentation built on Oct. 28, 2024, 1:06 a.m.