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modeldata

modeldata contains data sets used in documentation and testing for tidymodels packages. The package also contains a suite of simulation functions for classification and regression data.

Installation

You can install the released version of modeldata from CRAN with:

install.packages("modeldata")

And the development version from GitHub with:

# install.packages("pak")
pak::pak("tidymodels/modeldata")

Contributing

This project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

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Version

Install

install.packages('modeldata')

Monthly Downloads

37,846

Version

1.4.0

License

MIT + file LICENSE

Issues

Pull Requests

Stars

Forks

Maintainer

Max Kuhn

Last Published

June 19th, 2024

Functions in modeldata (1.4.0)

hpc_cv

Class probability predictions
lending_club

Loan data
hpc_data

High-performance computing system data
pd_speech

Parkinson's disease speech classification data set
pathology

Liver pathology data
modeldata-package

modeldata: Data Sets Useful for Modeling Examples
solubility_test

Solubility predictions from MARS model
taxi

Chicago taxi data set
sim_classification

Simulate datasets
permeability_qsar

Predicting permeability from chemical information
hepatic_injury_qsar

Predicting hepatic injury from chemical information
two_class_example

Two class predictions
small_fine_foods

Fine foods example data
two_class_dat

Two class data
penguins

Palmer Station penguin data
oils

Fatty acid composition of commercial oils
stackoverflow

Annual Stack Overflow Developer Survey Data
parabolic

Parabolic class boundary data
mlc_churn

Customer churn data
steroidogenic_toxicity

Predicting steroidogenic toxicity with assay data
hotel_rates

Daily Hotel Rate Data
credit_data

Credit data
ischemic_stroke

Clinical data used to predict ischemic stroke
tate_text

Tate Gallery modern artwork metadata
meats

Fat, water and protein content of meat samples
leaf_id_flavia

Leaf identification data (Flavia)
reexports

Objects exported from other packages
wa_churn

Watson churn data
scat

Morphometric data on scat
ad_data

Alzheimer's disease data
ames

Ames Housing Data
chem_proc_yield

Chemical manufacturing process data set
biomass

Biomass data
bivariate

Example bivariate classification data
deliveries

Food Delivery Time Data
cat_adoption

Cat Adoption
crickets

Rates of Cricket Chirps
car_prices

Kelly Blue Book resale data for 2005 model year GM cars
drinks

Sample time series data
Chicago

Chicago ridership data
Sacramento

Sacramento CA home prices
cells

Cell body segmentation
grants

Grant acceptance data
concrete

Compressive strength of concrete mixtures
attrition

Job attrition
covers

Raw cover type data
Smithsonian

Smithsonian museums
check_times

Execution time data