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slice.xgb.DMatrix

Get a new DMatrix containing the specified rows of original xgb.DMatrix object


Description

Get a new DMatrix containing the specified rows of original xgb.DMatrix object

Usage

slice(object, ...)

## S3 method for class 'xgb.DMatrix'
slice(object, idxset, ...)

## S3 method for class 'xgb.DMatrix'
object[idxset, colset = NULL]

Arguments

object

Object of class "xgb.DMatrix"

...

other parameters (currently not used)

idxset

a integer vector of indices of rows needed

colset

currently not used (columns subsetting is not available)

Examples

data(agaricus.train, package='xgboost')
train <- agaricus.train
dtrain <- xgb.DMatrix(train$data, label=train$label)

dsub <- slice(dtrain, 1:42)
labels1 <- getinfo(dsub, 'label')
dsub <- dtrain[1:42, ]
labels2 <- getinfo(dsub, 'label')
all.equal(labels1, labels2)

xgboost

Extreme Gradient Boosting

v1.4.1.1
Apache License (== 2.0) | file LICENSE
Authors
Tianqi Chen [aut], Tong He [aut, cre], Michael Benesty [aut], Vadim Khotilovich [aut], Yuan Tang [aut] (<https://orcid.org/0000-0001-5243-233X>), Hyunsu Cho [aut], Kailong Chen [aut], Rory Mitchell [aut], Ignacio Cano [aut], Tianyi Zhou [aut], Mu Li [aut], Junyuan Xie [aut], Min Lin [aut], Yifeng Geng [aut], Yutian Li [aut], XGBoost contributors [cph] (base XGBoost implementation)
Initial release
2021-04-22

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