similarity_values: Extracting Similarity Values

In stablelearner: Stability Assessment of Statistical Learning Methods

Extracting Similarity Values

Description

Extract similarity values from object returned by stability for further illustration or analysis.

Usage

  similarity_values(x, reverse = TRUE)

Arguments

x	an object of class "stablelearner" or "stablelearnerList" from which the similarity values are extracted.
reverse	logical. If reverse = TRUE (default), the similarity values are transformed (reversed) such that higher values indicate a higher stability.

Value

A numeric array of dimension 3 containing similarity values. The dimensions represent repetitions, results (fitted model objects) and similarity measures.

See Also

stability, summary.stablelearnerList

Examples

library("partykit")
res <- ctree(Species ~ ., data = iris)
stab <- stability(res)
similarity_values(stab)

stablelearner documentation built on April 14, 2023, 12:40 a.m.