fuseData: Fuse Data

In Yuliaxis/kernInt: Kernel Integration of Microbiome Analysis Methods & Data

Description

Fuse Data

Usage

fuseData(DATA, coeff = "mean", kernels, h = NULL)

Arguments

DATA	A list of the *m* data to fuse
coeff	A vector of length *m* with the weight of each kernel data, or length(m) - 1 if the last coefficient is 1 - sum(coeff). If absent, all data is considered equally important.
kernels	A vector of length *m* with the kernels to use in each data
h	Kernel hyperparameter (gamma)

Value

A consensus kernel matrix (via calling KInt)

Examples

d <- list()
d[[1]] <- matrix(abs(rnorm(20)),nrow=4,ncol=5)
d[[2]] <- matrix(abs(rnorm(20)),nrow=4,ncol=5)
fuseData(DATA=d,kernel=c("jac","crbf"))
fuseData(DATA=d,kernel=c("jac","crbf"),coeff=c(0.9,0.1))

Yuliaxis/kernInt documentation built on Feb. 20, 2022, 12:38 a.m.