summaryComponents: Summarize GA-found Simplivariate Components

In SIMPLICA: Biclustering via Simplivariate Component Analysis

Summarize GA-found Simplivariate Components

Description

Compute a tidy summary of simplivariate Components found by SIMPLICA. Returns a data.frame with class "summaryComponents" and an attribute holding row/column index lists for printing details.

Usage

summaryComponents(results, scoreCutoff = 0)

Arguments

results	A list or 'simplica' object with fields: nRows, nCols, string, componentScores, and either componentPatternsUpdated or componentPatterns.
scoreCutoff	Numeric. Minimum score to include a component (default 0).

Value

A data.frame with columns: componentId, pattern, score, rows, cols, size; class is c("summaryComponents","data.frame"). The attribute "indices" stores a list with per-component rowIdx and colIdx.

SIMPLICA documentation built on Sept. 11, 2025, 1:08 a.m.