f <- function(x) 1 - 1 / 2 * (sin(12 * x) / (1 + x) + 2 * cos(7 * x) * x^5 + 0.7)
set.seed(123)
X <- as.matrix(runif(10))
y <- f(X)
k <- Kriging(y, X, kernel = "matern3_2", objective="LMP")
print(k)
outfile = tempfile("k.json")
save(k,outfile)
Run the code above in your browser using DataLab