listStabilityMeasures: List All Available Stability Measures

In stabm: Stability Measures for Feature Selection

List All Available Stability Measures

Description

Lists all stability measures of package stabm and provides information about them.

Usage

listStabilityMeasures()

Value

data.frame
For each stability measure, its name, the information, whether it is corrected for chance by definition, the information, whether it is adjusted for similar features, its minimal value and its maximal value are displayed.

Note

The given minimal values might only be reachable in some scenarios, e.g. if the feature sets have a certain size. The measures which are not corrected for chance by definition can be corrected for chance with correction.for.chance. This however changes the minimal value. For the adjusted stability measures, the minimal value depends on the similarity structure.

Examples

listStabilityMeasures()

stabm documentation built on April 4, 2023, 5:12 p.m.