get_german_credit_dataset: Load and pre-process the dataset that ships with the package

In alan-turing-institute/PosteriorBootstrap: Non-Parametric Sampling with Parallel Monte Carlo

Load and pre-process the dataset that ships with the package

Description

Load and pre-process the dataset that ships with the package

Usage

get_german_credit_dataset(
  scale = TRUE,
  add_constant_term = TRUE,
  download_destination = NULL
)

Arguments

scale	Whether to scale the features to have mean 0 and variance 1.
add_constant_term	Whether to add a constant term as the first feature.
download_destination	Provide a filepath if you want to download the dataset from source. Note that although the original dataset has 20 features (some of them qualitative), the numeric dataset has 24 features.

Value

A list with fields x for features and y for outcomes.

Examples

german <- get_german_credit_dataset()
head(german$y)
head(german$x)

alan-turing-institute/PosteriorBootstrap documentation built on Sept. 12, 2023, 9:32 a.m.