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AppliedPredictiveModeling (version 1.1-5)

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

1.1-5

License

GPL

Maintainer

Max Kuhn

Last Published

February 3rd, 2014

Functions in AppliedPredictiveModeling (1.1-5)

caret-internal

Internal Functions

AlzheimerDisease

Alzheimer's Disease CSF Data

FuelEconomy

Fuel Economy Data

AppliedPredictiveModeling-package

Data, Functions and Scripts for 'scriptLocation'

getPackages

Install Packages for Each Chapter

twoClassData

Two Class Example Data

permuteRelief

Permutation Statistics for the Relief Algorithm

hepatic

Hepatic Injury Data

segmentationOriginal

Cell Body Segmentation

HPC Job Scheduling Data

logisticCreditPredictions

Logistic Regression Predictions for the Credit Data

quadBoundaryFunc

Functions for Simulating Data

concrete

Compressive Strength of Concrete from Yeh (1998)

permeability

Permeability Data

ChemicalManufacturingProcess

Chemical Manufacturing Process Data

scriptLocation

Find Chapter Script Files

abalone

Abalone Data