dimnames.gpb.Dataset: Handling of column names of 'gpb.Dataset'

In gpboost: Combining Tree-Boosting with Gaussian Process and Mixed Effects Models

Handling of column names of gpb.Dataset

Description

Only column names are supported for gpb.Dataset, thus setting of row names would have no effect and returned row names would be NULL.

Usage

## S3 method for class 'gpb.Dataset'
dimnames(x)

## S3 replacement method for class 'gpb.Dataset'
dimnames(x) <- value

Arguments

x	object of class gpb.Dataset
value	a list of two elements: the first one is ignored and the second one is column names

Details

Generic dimnames methods are used by colnames. Since row names are irrelevant, it is recommended to use colnames directly.

Value

A list with the dimension names of the dataset

A list with the dimension names of the dataset

Examples

data(agaricus.train, package = "gpboost")
train <- agaricus.train
dtrain <- gpb.Dataset(train$data, label = train$label)
gpb.Dataset.construct(dtrain)
dimnames(dtrain)
colnames(dtrain)
colnames(dtrain) <- make.names(seq_len(ncol(train$data)))
print(dtrain, verbose = TRUE)

gpboost documentation built on Oct. 24, 2023, 9:09 a.m.