integrativePanels: integrativePanels()

In singha53/amritr: Accessory Functions Used by Amrit Singh

Description

build integrative panels (Concatenation, Ensemble, DIABLO)

Usage

integrativePanels(X.train, Y.train, X.test, Y.test, concat_alpha,
  concat_lambda, single_alphaList, single_lambdaList, M, iter, threads)

Arguments

X.train	list of nxp datasets of length k
Y.train	- n-vector of class labels
concat_alpha	- 0 < value < 1
concat_lambda	- value that controls the strength of the penalization
single_alphaList	- list of alpha values of length k
single_lambdaList	- list of lambda values of length k

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