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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("devtools")
devtools::install_github("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

25,902

Version

1.1.0

License

MIT + file LICENSE

Issues

Pull Requests

Stars

Forks

Maintainer

Max Kuhn

Last Published

January 25th, 2023

Functions in modeldata (1.1.0)

credit_data

Credit data
meats

Fat, water and protein content of meat samples
reexports

Objects exported from other packages
scat

Morphometric data on scat
penguins

Palmer Station penguin data
solubility_test

Solubility predictions from MARS model
stackoverflow

Annual Stack Overflow Developer Survey Data
tate_text

Tate Gallery modern artwork metadata
pd_speech

Parkinson's disease speech classification data set
mlc_churn

Customer churn data
two_class_dat

Two class data
sim_classification

Simulate datasets
two_class_example

Two class predictions
modeldata-package

modeldata: Data Sets Useful for Modeling Examples
small_fine_foods

Fine foods example data
oils

Fatty acid composition of commercial oils
wa_churn

Watson churn data
parabolic

Parabolic class boundary data
pathology

Liver pathology data
Chicago

Chicago ridership data
bivariate

Example bivariate classification data
Sacramento

Sacramento CA home prices
cells

Cell body segmentation
attrition

Job attrition
car_prices

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

Alzheimer's disease data
biomass

Biomass data
covers

Raw cover type data
ames

Ames Housing Data
grants

Grant acceptance data
Smithsonian

Smithsonian museums
concrete

Compressive strength of concrete mixtures
hpc_cv

Class probability predictions
check_times

Execution time data
hpc_data

High-performance computing system data
lending_club

Loan data
crickets

Rates of Cricket Chirps
drinks

Sample time series data