runHSS: runHSS

In mamouzgar/hsslda_dep: LDA with Hybrid Subset Selection.

Description

This function runs hybrid subset selection.

Usage

runHSS(x, y, score.method, custom.score.method = NULL, downsample = TRUE)

Arguments

x	table with predictors of interest
y	vector of class labels
score.method	scoring metric for feature selection using HSS. Options include: 'euclidean', 'silhouette', 'pixel.density', 'pixel.entropy', or 'custom'.
custom.score.method	function for your custom scoring metric. Score.method must be 'custom'
downsample	boolean indicating whether to downsample data. Defaults to TRUE. Downsamples to 5000 cells per class label, or balanced sampling based on the class label with minimum # of cells.

mamouzgar/hsslda_dep documentation built on Dec. 21, 2021, 1:46 p.m.