fs.mdfs.1D: Build MultiDimensional Feature Selector from IGs

In biocsuwb/EnsembleFS-package: Ensemble feature selection methods for analysis of molecular data

Build MultiDimensional Feature Selector from IGs

Description

Build MultiDimensional Feature Selector from IGs

Usage

fs.mdfs.1D(x, y, params = list(adjust = "holm", alpha = 0.05))

Arguments

x	input data where columns are variables and rows are observations (all numeric)
y	decision variable as a boolean vector of length equal to number of observations
params	method as accepted by p.adjust ("BY" is recommended for FDR, see Details)

Details

Build MultiDimensional Feature Selector from IGs

Value

A data.frame with selected features and p.value

Examples

## Not run: 

decisions <- data$class
data$class <- NULL

fs.mdfs.1D(data, decisions, params = list(adjust = 'holm', alpha = 0.05))

## End(Not run)

biocsuwb/EnsembleFS-package documentation built on Dec. 9, 2024, 5:32 p.m.