obfit: Outerbase model fit

In outerbase: Outer Product Regression

Outerbase model fit

Description

This function fits an outerbase model for prediction and hides most of the actual object-oriented aspects of the package.

Usage

obfit(
  x,
  y,
  numb = 100,
  verbose = 0,
  covnames = NULL,
  hyp = NULL,
  numberopts = 2,
  nthreads = NULL
)

Arguments

x	a n by d sized matrix of inputs
y	a n length vector of outputs
numb	size of basis to use
verbose	0-3, how much information on optimization to print to console
covnames	a d length vector of covariance names
hyp	initial covariance hyperparameters
numberopts	number of optimizations done for hyperparameters, must be larger than 1
nthreads	number of threads used in learning

Value

Saving important model information to be used with obpred

outerbase documentation built on June 9, 2022, 5:08 p.m.