stabm: Stability Measures for Feature Selection
Andrea Bommert, Michel Lang · The Journal of Open Source Software · 2021
The R (R Core Team, 2020) package stabm provides functionality for quantifying the similarity of two or more sets.For example, consider the two sets {A, B, C, D} and {A, B, C, E}.Intuitively, these sets are quite similar because their overlap is large compared to the cardinality of the two sets.The R package stabm implements functions to express the similarity of sets by a real valued score.Quantifying the similarity of sets is useful for comparing sets of selected features.But also for many other tasks like similarity analyses of gene sets or text corpora, the R package stabm can be employed.