adjustedDocumentation: Adjusted Stability Measures

In stabm: Stability Measures for Feature Selection

Adjusted Stability Measures

Description

Adjusted Stability Measures

Arguments

correction.for.chance

character(1) How should the expected value of the stability score (see Details) be assessed? Options are "estimate", "exact" and "none". For "estimate", N random feature sets of the same sizes as the input feature sets (features) are generated. For "exact", all possible combinations of feature sets of the same sizes as the input feature sets are used. Computation is only feasible for very small numbers of features and numbers of considered datasets (length(features)). For "none", the transformation (score - expected) / (maximum - expected) is not conducted, i.e. only score is used. This is not recommended.

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