| AppliedPredictiveModeling-package | Data, Functions and Scripts for 'scriptLocation' | 
| abalone | Abalone Data | 
| AppliedPredictiveModeling | Data, Functions and Scripts for 'scriptLocation' | 
| bio | Hepatic Injury Data | 
| bookTheme | Lattice Themes | 
| cars2010 | Fuel Economy Data | 
| cars2011 | Fuel Economy Data | 
| cars2012 | Fuel Economy Data | 
| chem | Hepatic Injury Data | 
| ChemicalManufacturingProcess | Chemical Manufacturing Process Data | 
| classes | Two Class Example Data | 
| concrete | Compressive Strength of Concrete from Yeh (1998) | 
| diagnosis | Alzheimer's Disease CSF Data | 
| easyBoundaryFunc | Functions for Simulating Data | 
| fingerprints | Permeability Data | 
| getPackages | Install Packages for Each Chapter | 
| injury | Hepatic Injury Data | 
| logisticCreditPredictions | Logistic Regression Predictions for the Credit Data | 
| mixtures | Compressive Strength of Concrete from Yeh (1998) | 
| permeability | Permeability Data | 
| permuteRelief | Permutation Statistics for the Relief Algorithm | 
| predictors | Alzheimer's Disease CSF Data | 
| quadBoundaryFunc | Functions for Simulating Data | 
| schedulingData | HPC Job Scheduling Data | 
| scriptLocation | Find Chapter Script Files | 
| segmentationOriginal | Cell Body Segmentation | 
| solTestX | Solubility Data | 
| solTestXtrans | Solubility Data | 
| solTestY | Solubility Data | 
| solTrainX | Solubility Data | 
| solTrainXtrans | Solubility Data | 
| solTrainY | Solubility Data | 
| trainX | Solubility Data | 
| transparentTheme | Lattice Themes | 
| twoClassData | Two Class Example Data |