Package: AppliedPredictiveModeling 1.1.9000
AppliedPredictiveModeling: Functions and Data Sets for 'Applied Predictive Modeling'
A few functions and several data set for the Springer book 'Applied Predictive Modeling'.
Authors:
AppliedPredictiveModeling_1.1.9000.tar.gz
AppliedPredictiveModeling_1.1.9000.zip(r-4.5)AppliedPredictiveModeling_1.1.9000.zip(r-4.4)AppliedPredictiveModeling_1.1.9000.zip(r-4.3)
AppliedPredictiveModeling_1.1.9000.tgz(r-4.5-any)AppliedPredictiveModeling_1.1.9000.tgz(r-4.4-any)AppliedPredictiveModeling_1.1.9000.tgz(r-4.3-any)
AppliedPredictiveModeling_1.1.9000.tar.gz(r-4.5-noble)AppliedPredictiveModeling_1.1.9000.tar.gz(r-4.4-noble)
AppliedPredictiveModeling_1.1.9000.tgz(r-4.4-emscripten)AppliedPredictiveModeling_1.1.9000.tgz(r-4.3-emscripten)
AppliedPredictiveModeling.pdf |AppliedPredictiveModeling.html✨
AppliedPredictiveModeling/json (API)
NEWS
| # Install 'AppliedPredictiveModeling' in R: |
| install.packages('AppliedPredictiveModeling', repos = c('https://topepo.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/topepo/appliedpredictivemodeling/issues
- ChemicalManufacturingProcess - Chemical Manufacturing Process Data
- abalone - Abalone Data
- bio - Hepatic Injury Data
- cars2010 - Fuel Economy Data
- cars2011 - Fuel Economy Data
- cars2012 - Fuel Economy Data
- chem - Hepatic Injury Data
- classes - Two Class Example Data
- concrete - Compressive Strength of Concrete from Yeh
- diagnosis - Alzheimer's Disease CSF Data
- fingerprints - Permeability Data
- injury - Hepatic Injury Data
- logisticCreditPredictions - Logistic Regression Predictions for the Credit Data
- mixtures - Compressive Strength of Concrete from Yeh
- permeability - Permeability Data
- predictors - Alzheimer's Disease CSF Data
- predictors - Alzheimer's Disease CSF Data
- schedulingData - HPC Job Scheduling Data
- segmentationOriginal - Cell Body Segmentation
- solTestX - Solubility Data
- solTestXtrans - Solubility Data
- solTestY - Solubility Data
- solTrainX - Solubility Data
- solTrainXtrans - Solubility Data
- solTrainY - Solubility Data
Last updated 2 years agofrom:9a3717b2dc. Checks:9 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 10 2025 |
| R-4.5-win | OK | Mar 10 2025 |
| R-4.5-mac | OK | Mar 10 2025 |
| R-4.5-linux | OK | Mar 10 2025 |
| R-4.4-win | OK | Mar 10 2025 |
| R-4.4-mac | OK | Mar 10 2025 |
| R-4.4-linux | OK | Mar 10 2025 |
| R-4.3-win | OK | Mar 10 2025 |
| R-4.3-mac | OK | Mar 10 2025 |
Exports:bookThemeeasyBoundaryFuncgetPackagespermuteReliefquadBoundaryFuncscriptLocationtransparentTheme
Dependencies:cliclusterCORElearnellipsegluelatticelifecyclemagrittrMASSnnetplotrixplyrRcppreshape2rlangrpartrpart.plotstringistringrvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Abalone Data | abalone |
| Alzheimer's Disease CSF Data | AlzheimerDisease diagnosis predictors |
| Lattice Themes | bookTheme transparentTheme |
| Chemical Manufacturing Process Data | ChemicalManufacturingProcess |
| Compressive Strength of Concrete from Yeh (1998) | concrete mixtures |
| Fuel Economy Data | cars2010 cars2011 cars2012 FuelEconomy |
| Install Packages for Each Chapter | getPackages |
| Hepatic Injury Data | bio chem hepatic injury |
| Logistic Regression Predictions for the Credit Data | logisticCreditPredictions |
| Permeability Data | fingerprints permeability |
| Permutation Statistics for the Relief Algorithm | permuteRelief |
| Functions for Simulating Data | easyBoundaryFunc quadBoundaryFunc |
| HPC Job Scheduling Data | schedulingData |
| Find Chapter Script Files | scriptLocation |
| Cell Body Segmentation | segmentationOriginal |
| Solubility Data | solTestX solTestXtrans solTestY solTrainX solTrainXtrans solTrainY solubility trainX |
| Two Class Example Data | classes twoClassData |
