similarity_comparison {iai}

Conduct a similarity comparison between the final tree in a learner and all trees in a new learner to consider the tradeoff between training performance and similarity to the original tree

Description

Refer to the documentation on tree stability for more information.

Usage

similarity_comparison(lnr, new_lnr, deviations)

Arguments

lnr

The original learner

new_lnr

The new learner

deviations

The deviation between the original tree and each tree in the new learner

Details

Julia Equivalent: IAI.SimilarityComparison

IAI Compatibility

Requires IAI version 2.2 or higher.

Examples

## Not run: iai::similarity_comparison(lnr, new_lnr, deviations)