get_lengthscales {MOFA2}R Documentation

Get lengthscales

Description

Extract the inferred lengthscale for each factor after model training.

Usage

get_lengthscales(object)

Arguments

object

a MOFA object.

Details

This can be used only if covariates are passed to the MOFAobject upon creation and GP_factors is set to True.

Value

A numeric vector containing the lengthscale for each factor.

Examples

# Using an existing trained model
file <- system.file("extdata", "MEFISTO_model.hdf5", package = "MOFA2")
model <- load_model(file)
ls <- get_lengthscales(model)

[Package MOFA2 version 1.2.2 Index]