parse_kernel_terms: Computes kernel matrix for each kernel term in the formula

In statmlhb/CVEK: Cross-Validated Kernel Ensemble

Description

Computes kernel matrix for each kernel term in the formula

Usage

parse_kernel_terms(kern_effect_formula, kern_func, data, data_new = NULL)

Arguments

kern_effect_formula	(character) a term in the formula
kern_func	(function) A kernel function. Will be overwritten to linear kernel if the variable doesn't contain 'k()'
data	(data.frame, n*d) a data.frame, list or environment (or object coercible by as.data.frame to a data.frame), containing the variables in formula. Neither a matrix nor an array will be accepted.
data_new	(data.frame, n_new*d) new data for computing predictions.

Value

A list of kernel matrices for each term in the formula

Author(s)

Jeremiah Zhe Liu

statmlhb/CVEK documentation built on May 5, 2019, 3:47 a.m.