new parameter in xgboost() and xgb.train() to print every N-th progress message

This commit is contained in:
by321
2015-05-08 00:01:09 -07:00
parent 9c0ba67088
commit 5dacab0e22
4 changed files with 14 additions and 6 deletions

View File

@@ -5,7 +5,7 @@
\title{eXtreme Gradient Boosting Training}
\usage{
xgb.train(params = list(), data, nrounds, watchlist = list(), obj = NULL,
feval = NULL, verbose = 1, early_stop_round = NULL,
feval = NULL, verbose = 1, printEveryN=1L, early_stop_round = NULL,
early.stop.round = NULL, maximize = NULL, ...)
}
\arguments{
@@ -78,6 +78,8 @@ prediction and dtrain,}
\item{verbose}{If 0, xgboost will stay silent. If 1, xgboost will print
information of performance. If 2, xgboost will print information of both}
\item{printEveryN}{Print every N progress messages when \code{verbose>0}. Default is 1 which means all messages are printed.}
\item{early_stop_round}{If \code{NULL}, the early stopping function is not triggered.
If set to an integer \code{k}, training with a validation set will stop if the performance
keeps getting worse consecutively for \code{k} rounds.}