biomarkerPipeline: biomarkerPipeline

Description Usage Arguments

View source: R/biomarkerPipeline.R

Description

build various biomarker panels

Usage

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biomarkerPipeline(X = X, Y = Y, topranked = 50,
  validation = "Mfold", M = 5, iter = 1, threads = 1,
  progressBar = TRUE, pathways = pathways)

Arguments

X

nxp matrix - training dataset

Y

binary variable

topranked

- top features ranked using p-value to build a classification panel

validation

(Mfold/loocv)

M

- # of folds

iter

- Number of times to repeat cross-validation

threads

- number of nodes (each CV runs on a separate node)

progressBar

= (TRUE/FALSE)

pathways

- list of data.frame containing pathway to genes mapping


singha53/amritr documentation built on July 21, 2019, 3:46 p.m.