optimize_params_EP: Pick best kernel parameters

View source: R/gp_inference.R

optimize_params_EPR Documentation

Pick best kernel parameters

Description

optimize_params_EP Uses nonlinear conjugate gradient optimizer to pick out the best value of the kernel params

Usage

optimize_params_EP(X, class_labels, initial_params)

Arguments

X

(matrix) : The design matrix of (S/D) EC curves

class_labels

(vector) : vector of +1,-1 of class labels.

kernel_param

(float) : Bandwidth parameter for the Gaussian Kernel

Value

Rcgmin output


lcrawlab/SINATRA documentation built on Sept. 13, 2023, 2 p.m.