@@ -5,8 +5,8 @@
|
||||
#' @export
|
||||
xgboost <- function(data = NULL, label = NULL, missing = NA, weight = NULL,
|
||||
params = list(), nrounds,
|
||||
verbose = 1, print_every_n = 1L,
|
||||
early_stopping_rounds = NULL, maximize = NULL,
|
||||
verbose = 1, print_every_n = 1L,
|
||||
early_stopping_rounds = NULL, maximize = NULL,
|
||||
save_period = NULL, save_name = "xgboost.model",
|
||||
xgb_model = NULL, callbacks = list(), ...) {
|
||||
|
||||
@@ -18,16 +18,16 @@ xgboost <- function(data = NULL, label = NULL, missing = NA, weight = NULL,
|
||||
early_stopping_rounds = early_stopping_rounds, maximize = maximize,
|
||||
save_period = save_period, save_name = save_name,
|
||||
xgb_model = xgb_model, callbacks = callbacks, ...)
|
||||
return(bst)
|
||||
return (bst)
|
||||
}
|
||||
|
||||
#' Training part from Mushroom Data Set
|
||||
#'
|
||||
#'
|
||||
#' This data set is originally from the Mushroom data set,
|
||||
#' UCI Machine Learning Repository.
|
||||
#'
|
||||
#'
|
||||
#' This data set includes the following fields:
|
||||
#'
|
||||
#'
|
||||
#' \itemize{
|
||||
#' \item \code{label} the label for each record
|
||||
#' \item \code{data} a sparse Matrix of \code{dgCMatrix} class, with 126 columns.
|
||||
@@ -35,16 +35,16 @@ xgboost <- function(data = NULL, label = NULL, missing = NA, weight = NULL,
|
||||
#'
|
||||
#' @references
|
||||
#' https://archive.ics.uci.edu/ml/datasets/Mushroom
|
||||
#'
|
||||
#' Bache, K. & Lichman, M. (2013). UCI Machine Learning Repository
|
||||
#' [http://archive.ics.uci.edu/ml]. Irvine, CA: University of California,
|
||||
#'
|
||||
#' Bache, K. & Lichman, M. (2013). UCI Machine Learning Repository
|
||||
#' [http://archive.ics.uci.edu/ml]. Irvine, CA: University of California,
|
||||
#' School of Information and Computer Science.
|
||||
#'
|
||||
#'
|
||||
#' @docType data
|
||||
#' @keywords datasets
|
||||
#' @name agaricus.train
|
||||
#' @usage data(agaricus.train)
|
||||
#' @format A list containing a label vector, and a dgCMatrix object with 6513
|
||||
#' @format A list containing a label vector, and a dgCMatrix object with 6513
|
||||
#' rows and 127 variables
|
||||
NULL
|
||||
|
||||
@@ -52,9 +52,9 @@ NULL
|
||||
#'
|
||||
#' This data set is originally from the Mushroom data set,
|
||||
#' UCI Machine Learning Repository.
|
||||
#'
|
||||
#'
|
||||
#' This data set includes the following fields:
|
||||
#'
|
||||
#'
|
||||
#' \itemize{
|
||||
#' \item \code{label} the label for each record
|
||||
#' \item \code{data} a sparse Matrix of \code{dgCMatrix} class, with 126 columns.
|
||||
@@ -62,16 +62,16 @@ NULL
|
||||
#'
|
||||
#' @references
|
||||
#' https://archive.ics.uci.edu/ml/datasets/Mushroom
|
||||
#'
|
||||
#' Bache, K. & Lichman, M. (2013). UCI Machine Learning Repository
|
||||
#' [http://archive.ics.uci.edu/ml]. Irvine, CA: University of California,
|
||||
#'
|
||||
#' Bache, K. & Lichman, M. (2013). UCI Machine Learning Repository
|
||||
#' [http://archive.ics.uci.edu/ml]. Irvine, CA: University of California,
|
||||
#' School of Information and Computer Science.
|
||||
#'
|
||||
#'
|
||||
#' @docType data
|
||||
#' @keywords datasets
|
||||
#' @name agaricus.test
|
||||
#' @usage data(agaricus.test)
|
||||
#' @format A list containing a label vector, and a dgCMatrix object with 1611
|
||||
#' @format A list containing a label vector, and a dgCMatrix object with 1611
|
||||
#' rows and 126 variables
|
||||
NULL
|
||||
|
||||
@@ -107,7 +107,7 @@ NULL
|
||||
#' @importFrom graphics par
|
||||
#' @importFrom graphics title
|
||||
#' @importFrom grDevices rgb
|
||||
#'
|
||||
#'
|
||||
#' @import methods
|
||||
#' @useDynLib xgboost, .registration = TRUE
|
||||
NULL
|
||||
|
||||
Reference in New Issue
Block a user