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AppliedPredictiveModeling (version 1.1-4)

Functions and Data Sets for 'Applied Predictive Modeling'

Description

A few functions and several data set for the Springer book 'Applied Predictive Modeling'

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Version

Install

install.packages('AppliedPredictiveModeling')

Monthly Downloads

3,374

Version

1.1-4

License

GPL

Maintainer

Max Kuhn

Last Published

October 31st, 2013

Functions in AppliedPredictiveModeling (1.1-4)

segmentationOriginal

Cell Body Segmentation

permuteRelief

Permutation Statistics for the Relief Algorithm

logisticCreditPredictions

Logistic Regression Predictions for the Credit Data

Functions for Simulating Data

permeability

Permeability Data

AppliedPredictiveModeling-package

Data, Functions and Scripts for 'scriptLocation'

getPackages

Install Packages for Each Chapter

bookTheme

Lattice Themes

scriptLocation

Find Chapter Script Files

hepatic

Hepatic Injury Data

ChemicalManufacturingProcess

Chemical Manufacturing Process Data

schedulingData

HPC Job Scheduling Data

Two Class Example Data

AlzheimerDisease

Alzheimer's Disease CSF Data

concrete

Compressive Strength of Concrete from Yeh (1998)