doc
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# Generated by roxygen2 (4.0.1): do not edit by hand
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# Generated by roxygen2 (4.1.0): do not edit by hand
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export(getinfo)
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export(getinfo)
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export(setinfo)
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export(setinfo)
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/xgboost.R
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\docType{data}
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\docType{data}
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\name{agaricus.test}
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\name{agaricus.test}
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\alias{agaricus.test}
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\alias{agaricus.test}
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/xgboost.R
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\docType{data}
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\docType{data}
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\name{agaricus.train}
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\name{agaricus.train}
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\alias{agaricus.train}
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\alias{agaricus.train}
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/getinfo.xgb.DMatrix.R
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\docType{methods}
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\docType{methods}
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\name{getinfo}
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\name{getinfo}
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\alias{getinfo}
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\alias{getinfo}
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@ -12,9 +13,9 @@ getinfo(object, ...)
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\arguments{
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\arguments{
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\item{object}{Object of class "xgb.DMatrix"}
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\item{object}{Object of class "xgb.DMatrix"}
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\item{name}{the name of the field to get}
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\item{...}{other parameters}
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\item{...}{other parameters}
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\item{name}{the name of the field to get}
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}
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}
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\description{
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\description{
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Get information of an xgb.DMatrix object
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Get information of an xgb.DMatrix object
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/predict.xgb.Booster.R
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\docType{methods}
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\docType{methods}
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\name{predict,xgb.Booster-method}
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\name{predict,xgb.Booster-method}
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\alias{predict,xgb.Booster-method}
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\alias{predict,xgb.Booster-method}
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/setinfo.xgb.DMatrix.R
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\docType{methods}
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\docType{methods}
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\name{setinfo}
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\name{setinfo}
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\alias{setinfo}
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\alias{setinfo}
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\arguments{
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\arguments{
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\item{object}{Object of class "xgb.DMatrix"}
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\item{object}{Object of class "xgb.DMatrix"}
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\item{...}{other parameters}
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\item{name}{the name of the field to get}
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\item{name}{the name of the field to get}
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\item{info}{the specific field of information to set}
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\item{info}{the specific field of information to set}
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\item{...}{other parameters}
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}
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}
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\description{
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\description{
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Set information of an xgb.DMatrix object
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Set information of an xgb.DMatrix object
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/slice.xgb.DMatrix.R
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\docType{methods}
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\docType{methods}
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\name{slice}
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\name{slice}
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\alias{slice}
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\alias{slice}
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\arguments{
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\arguments{
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\item{object}{Object of class "xgb.DMatrix"}
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\item{object}{Object of class "xgb.DMatrix"}
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\item{idxset}{a integer vector of indices of rows needed}
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\item{...}{other parameters}
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\item{...}{other parameters}
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\item{idxset}{a integer vector of indices of rows needed}
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}
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}
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\description{
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\description{
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Get a new DMatrix containing the specified rows of
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Get a new DMatrix containing the specified rows of
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/xgb.DMatrix.R
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\name{xgb.DMatrix}
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\name{xgb.DMatrix}
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\alias{xgb.DMatrix}
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\alias{xgb.DMatrix}
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\title{Contruct xgb.DMatrix object}
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\title{Contruct xgb.DMatrix object}
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/xgb.DMatrix.save.R
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\name{xgb.DMatrix.save}
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\name{xgb.DMatrix.save}
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\alias{xgb.DMatrix.save}
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\alias{xgb.DMatrix.save}
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\title{Save xgb.DMatrix object to binary file}
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\title{Save xgb.DMatrix object to binary file}
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/xgb.cv.R
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\name{xgb.cv}
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\name{xgb.cv}
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\alias{xgb.cv}
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\alias{xgb.cv}
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\title{Cross Validation}
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\title{Cross Validation}
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/xgb.dump.R
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\name{xgb.dump}
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\name{xgb.dump}
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\alias{xgb.dump}
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\alias{xgb.dump}
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\title{Save xgboost model to text file}
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\title{Save xgboost model to text file}
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/xgb.importance.R
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\name{xgb.importance}
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\name{xgb.importance}
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\alias{xgb.importance}
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\alias{xgb.importance}
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\title{Show importance of features in a model}
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\title{Show importance of features in a model}
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/xgb.load.R
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\name{xgb.load}
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\name{xgb.load}
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\alias{xgb.load}
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\alias{xgb.load}
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\title{Load xgboost model from binary file}
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\title{Load xgboost model from binary file}
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/xgb.model.dt.tree.R
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\name{xgb.model.dt.tree}
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\name{xgb.model.dt.tree}
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\alias{xgb.model.dt.tree}
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\alias{xgb.model.dt.tree}
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\title{Convert tree model dump to data.table}
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\title{Convert tree model dump to data.table}
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/xgb.plot.tree.R
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\name{xgb.plot.tree}
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\name{xgb.plot.tree}
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\alias{xgb.plot.tree}
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\alias{xgb.plot.tree}
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\title{Plot a boosted tree model}
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\title{Plot a boosted tree model}
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/xgb.save.R
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\name{xgb.save}
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\name{xgb.save}
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\alias{xgb.save}
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\alias{xgb.save}
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\title{Save xgboost model to binary file}
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\title{Save xgboost model to binary file}
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/xgb.train.R
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\name{xgb.train}
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\name{xgb.train}
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\alias{xgb.train}
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\alias{xgb.train}
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\title{eXtreme Gradient Boosting Training}
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\title{eXtreme Gradient Boosting Training}
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% Generated by roxygen2 (4.0.1): do not edit by hand
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% Generated by roxygen2 (4.1.0): do not edit by hand
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% Please edit documentation in R/xgboost.R
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\name{xgboost}
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\name{xgboost}
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\alias{xgboost}
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\alias{xgboost}
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\title{eXtreme Gradient Boosting (Tree) library}
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\title{eXtreme Gradient Boosting (Tree) library}
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\item{label}{the response variable. User should not set this field,
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\item{label}{the response variable. User should not set this field,
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if data is local data file or \code{xgb.DMatrix}.}
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if data is local data file or \code{xgb.DMatrix}.}
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\item{missing}{Missing is only used when input is dense matrix, pick a float
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value that represents missing value. Sometime a data use 0 or other extreme value to represents missing values.}
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\item{params}{the list of parameters. Commonly used ones are:
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\item{params}{the list of parameters. Commonly used ones are:
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\itemize{
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\itemize{
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\item \code{objective} objective function, common ones are
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\item \code{objective} objective function, common ones are
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information of performance. If 2, xgboost will print information of both
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information of performance. If 2, xgboost will print information of both
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performance and construction progress information}
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performance and construction progress information}
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\item{missing}{Missing is only used when input is dense matrix, pick a float
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value that represents missing value. Sometime a data use 0 or other extreme value to represents missing values.}
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\item{...}{other parameters to pass to \code{params}.}
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\item{...}{other parameters to pass to \code{params}.}
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}
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}
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\description{
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\description{
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