Implementations Data Generation and Problem Settings Import the necessary packages. The library provfis is a stochastic profiler and can be used to profile our code.
library(profvis) library(tidyverse) library(MASS) library(microbenchmark) First, let’s decide some parameters and settings such as the amount of training and testing data.
# Number of data points for plotting & Bandwidth squared of the RBF kernel ntest <- 500 # Characteristic Length-scale for kernel sigmasq <- 1.
