View source: R/biomarkerPipeline.R
build various biomarker panels
1 2 3 | biomarkerPipeline(X = X, Y = Y, topranked = 50,
validation = "Mfold", M = 5, iter = 1, threads = 1,
progressBar = TRUE, pathways = pathways)
|
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 |
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