#' @title Initialize ML Grid
#'
#' @description A function for returning the grid to be used
#' in optimizing the ML models.
#'
#' @export
initialize_ml_grid <- function() { # nocov start
return(
list(
DAYS = c(3, 4, 5),
GRID_PTS = c(2, 4, 6, 8, 10),
GRID_BOUND = c(0.1, 0.2, 0.3),
DECAY = c(1, 2, 5000),
TOTAL_PERC = seq(from = 0.0, to = 1.0, by = 1),
NN_REP = 1,
NN_THRESH = 0.18,
XG_ROUNDS = 40000,
XG_DEPTH = 10,
XG_ETA = 0.2,
XG_GAMMA = 2
)
)
} # nocov end
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.