bigKRLS (version 3.0.5.1)

save.bigKRLS: save.bigKRLS

Description

save function, recommended when bigKRLS output contains big matrices (once N > 2,500 the kernel is stored this way). Base R data will be stored in a list in an .RData file, big matrices will be stored in .txt files. Call load.bigKRLS() to retrieve.

Usage

save.bigKRLS(object, model_subfolder_name, overwrite.existing = FALSE,
  noisy = TRUE)

Arguments

object

bigKRLS output (regression, prediction, and crossvalidation). Use load.bigKRLS(model_subfolder_name), not load().

model_subfolder_name

A name of a folder where the file(s) will be written.

overwrite.existing

Logical. If TRUE, write over folders with the same name. Default == FALSE.

noisy

Logical. If TRUE display progress, additional instructions. Default == TRUE.

Examples

# NOT RUN {
# y <- as.matrix(ChickWeight$weight)
# X <- matrix(cbind(ChickWeight$Time, ChickWeight$Diet == 1), ncol = 2)

# out <- bigKRLS(y, X, Ncores=1)
# save.bigKRLS(out, "exciting_results") 

# don't use save() unless out$has.big.matrices == FALSE
# load.bigKRLS("/path/to/exciting_results") 
# }