Installing the NHSDataR package | What datasets are included | Thyroid Disease dataset | Create TidyModels recipe to model the thyroid dataset | Data preparation | Split the data | Create a recipe with preprocessing steps | Getting modelling with Parsnip | Create the model workflow | Make predictions and evaluate with ConfusionTableR | Diabetes dataset | Heart disease prediction | Dummy encode the dataset | Long stayers | What's on the horizon?
Package: MLDataR 1.0.1
Gary Hutson
MLDataR: Collection of Machine Learning Datasets for Supervised Machine Learning
Contains a collection of datasets for working with machine learning tasks. It will contain datasets for supervised machine learning Jiang (2020)<doi:10.1016/j.beth.2020.05.002> and will include datasets for classification and regression. The aim of this package is to use data generated around health and other domains.
Authors:
MLDataR_1.0.1.tar.gz
MLDataR_1.0.1.zip(r-4.7-any)MLDataR_1.0.1.zip(r-4.6-any)MLDataR_1.0.1.zip(r-4.5-any)
MLDataR_1.0.1.tgz(r-4.6-any)MLDataR_1.0.1.tgz(r-4.5-any)
MLDataR_1.0.1.tar.gz(r-4.7-any)MLDataR_1.0.1.tar.gz(r-4.6-any)
MLDataR_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
MLDataR/json (API)
| # Install 'MLDataR' in R: |
| install.packages('MLDataR', repos = c('https://statsgary.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/statsgary/mldatar/issues
Datasets:
- care_home_incidents - Care Home Incidents
- csgo - Csgo
- diabetes_data - Diabetes datasets
- heartdisease - Heart disease dataset
- long_stayers - Long stayers dataset
- PreDiabetes - PreDiabetes dataset
- stroke_classification - Stroke Classification dataset
- thyroid_disease - Thyroid disease dataset
Last updated from:8a5338bf44. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | NOTE | 138 | ||
| source / vignettes | OK | 187 | ||
| linux-release | NOTE | 144 | ||
| macos-release | NOTE | 136 | ||
| macos-oldrel | NOTE | 140 | ||
| windows-devel | NOTE | 82 | ||
| windows-release | NOTE | 72 | ||
| windows-oldrel | NOTE | 71 | ||
| wasm-release | OK | 121 |
Exports:
Dependencies:backportsbase64encbroombslibcachemcaretclasscliclockcodetoolsconflictedConfusionTableRcpp11data.tablediagramdialsDiceDesigndigestdplyre1071evaluatefarverfastmapfontawesomeforeachfsfurrrfuturefuture.applyGauProgenericsggplot2ggthemesglobalsgluegowergtablehardhathighrhtmltoolsinferipredisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglatticelavalbfgslifecyclelistenvlubridatemagrittrMASSMatrixmemoisemimemixoptmlbenchmodeldatamodelenvModelMetricsnlmennetnumDerivOddsPlottyparallellyparsnippatchworkpillarpkgconfigplyrprettyunitspROCprodlimprogressrproxypurrrR6rangerrappdirsRColorBrewerRcppRcppArmadilloRcppEigenrecipesreshape2rlangrmarkdownrpartrsamplerstudioapiS7sassscalessfdshapeslidersparsevctrssplitfngrSQUAREMstringistringrsurvivaltailortibbletidymodelstidyrtidyselecttimechangetimeDatetinytextunetzdbutf8varhandlevctrsviridisLitewarpwithrworkflowsworkflowsetsxfunyamlyardstick
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Care Home Incidents | care_home_incidents |
| csgo | csgo |
| Diabetes datasets | diabetes_data |
| Heart disease dataset | heartdisease |
| Long stayers dataset | long_stayers |
| PreDiabetes dataset | PreDiabetes |
| Stroke Classification dataset | stroke_classification |
| Thyroid disease dataset | thyroid_disease |