% Generated by roxygen2: do not edit by hand % Please edit documentation in R/xgb.Booster.R, R/xgb.DMatrix.R \name{getinfo.xgb.Booster} \alias{getinfo.xgb.Booster} \alias{setinfo.xgb.Booster} \alias{getinfo} \alias{getinfo.xgb.DMatrix} \alias{setinfo} \alias{setinfo.xgb.DMatrix} \title{Get or set information of xgb.DMatrix and xgb.Booster objects} \usage{ \method{getinfo}{xgb.Booster}(object, name) \method{setinfo}{xgb.Booster}(object, name, info) getinfo(object, name) \method{getinfo}{xgb.DMatrix}(object, name) setinfo(object, name, info) \method{setinfo}{xgb.DMatrix}(object, name, info) } \arguments{ \item{object}{Object of class \code{xgb.DMatrix} or \code{xgb.Booster}.} \item{name}{The name of the information field to get (see details).} \item{info}{The specific field of information to set.} } \value{ For \code{getinfo()}, will return the requested field. For \code{setinfo()}, will always return value \code{TRUE} if it succeeds. } \description{ Get or set information of xgb.DMatrix and xgb.Booster objects } \details{ The \code{name} field can be one of the following for \code{xgb.DMatrix}: \itemize{ \item label \item weight \item base_margin \item label_lower_bound \item label_upper_bound \item group \item feature_type \item feature_name \item nrow } See the documentation for \code{\link[=xgb.DMatrix]{xgb.DMatrix()}} for more information about these fields. For \code{xgb.Booster}, can be one of the following: \itemize{ \item \code{feature_type} \item \code{feature_name} } Note that, while 'qid' cannot be retrieved, it is possible to get the equivalent 'group' for a DMatrix that had 'qid' assigned. \strong{Important}: when calling \code{\link[=setinfo]{setinfo()}}, the objects are modified in-place. See \code{\link[=xgb.copy.Booster]{xgb.copy.Booster()}} for an idea of this in-place assignment works. See the documentation for \code{\link[=xgb.DMatrix]{xgb.DMatrix()}} for possible fields that can be set (which correspond to arguments in that function). Note that the following fields are allowed in the construction of an \code{xgb.DMatrix} but \strong{are not} allowed here: \itemize{ \item data \item missing \item silent \item nthread } } \examples{ data(agaricus.train, package = "xgboost") dtrain <- with(agaricus.train, xgb.DMatrix(data, label = label, nthread = 2)) labels <- getinfo(dtrain, "label") setinfo(dtrain, "label", 1 - labels) labels2 <- getinfo(dtrain, "label") stopifnot(all(labels2 == 1 - labels)) data(agaricus.train, package = "xgboost") dtrain <- with(agaricus.train, xgb.DMatrix(data, label = label, nthread = 2)) labels <- getinfo(dtrain, "label") setinfo(dtrain, "label", 1 - labels) labels2 <- getinfo(dtrain, "label") stopifnot(all.equal(labels2, 1 - labels)) }