AppliedPredictiveModeling: Functions and Data Sets for 'Applied Predictive Modeling'
Version 1.1-5

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

AuthorMax Kuhn, Kjell Johnson
Date of publication2014-02-03 21:08:25
MaintainerMax Kuhn <mxkuhn@gmail.com>
LicenseGPL
Version1.1-5
URL http://appliedpredictivemodeling.com/
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("AppliedPredictiveModeling", repos="http://R-Forge.R-project.org")

Getting started

Package overview

Popular man pages

abalone: Abalone Data
AppliedPredictiveModeling-package: Data, Functions and Scripts for 'scriptLocation'
ChemicalManufacturingProcess: Chemical Manufacturing Process Data
FuelEconomy: Fuel Economy Data
permuteRelief: Permutation Statistics for the Relief Algorithm
quadBoundaryFunc: Functions for Simulating Data
solubility: Solubility Data
See all...

All man pages Function index File listing

Man pages

abalone: Abalone Data
AlzheimerDisease: Alzheimer's Disease CSF Data
AppliedPredictiveModeling-package: Data, Functions and Scripts for 'scriptLocation'
bookTheme: Lattice Themes
ChemicalManufacturingProcess: Chemical Manufacturing Process Data
concrete: Compressive Strength of Concrete from Yeh (1998)
FuelEconomy: Fuel Economy Data
getPackages: Install Packages for Each Chapter
Hepatic: Hepatic Injury Data
internal: Internal Functions
jobScheduling: HPC Job Scheduling Data
logisticCreditPredictions: Logistic Regression Predictions for the Credit Data
permeability: Permeability Data
permuteRelief: Permutation Statistics for the Relief Algorithm
quadBoundaryFunc: Functions for Simulating Data
scriptLocation: Find Chapter Script Files
segmentationOrignal: Cell Body Segmentation
solubility: Solubility Data
twoClassData: Two Class Example Data

Functions

AppliedPredictiveModeling Man page
AppliedPredictiveModeling-package Man page
ChemicalManufacturingProcess Man page
abalone Man page
bio Man page
bookTheme Man page Source code
cars2010 Man page
cars2011 Man page
cars2012 Man page
chem Man page
classes Man page
concrete Man page
diagnosis Man page
easyBoundaryFunc Man page Source code
fingerprints Man page
getPackages Man page Source code
injury Man page
logisticCreditPredictions Man page
lowerp Man page Source code
mixtures Man page
permeability Man page
permuteRelief Man page Source code
predictors Man page
quadBoundaryFunc Man page Source code
schedulingData Man page
scriptLocation Man page Source code
segmentationOriginal Man page
solTestX Man page
solTestXtrans Man page
solTestY Man page
solTrainX Man page
solTrainXtrans Man page
solTrainY Man page
trainX Man page
transparentTheme Man page Source code
twoClassData Man page
upperp Man page Source code

Files

DESCRIPTION
NAMESPACE
R
R/bookTheme.R
R/easyBoundaryFunc.R
R/getPackages.R
R/panels.R
R/permuteRelief.R
R/quadBoundaryFunc.R
R/scriptLocation.R
R/transparentTheme.R
data
data/AlzheimerDisease.RData
data/ChemicalManufacturingProcess.RData
data/FuelEconomy.RData
data/abalone.RData
data/concrete.RData
data/datalist
data/hepatic.RData
data/logisticCreditPredictions.RData
data/permeability.RData
data/schedulingData.RData
data/segmentationOriginal.RData
data/solubility.RData
data/twoClassData.RData
inst
inst/NEWS.Rd
inst/chapters
inst/chapters/02_A_Short_Tour.R
inst/chapters/02_A_Short_Tour.Rout
inst/chapters/03_Data_Pre_Processing.R
inst/chapters/03_Data_Pre_Processing.Rout
inst/chapters/04_Over_Fitting.R
inst/chapters/04_Over_Fitting.Rout
inst/chapters/06_Linear_Regression.R
inst/chapters/06_Linear_Regression.Rout
inst/chapters/07_Non-Linear_Reg.R
inst/chapters/07_Non-Linear_Reg.Rout
inst/chapters/08_Regression_Trees.R
inst/chapters/08_Regression_Trees.Rout
inst/chapters/10_Case_Study_Concrete.R
inst/chapters/10_Case_Study_Concrete.Rout
inst/chapters/11_Class_Performance.R
inst/chapters/11_Class_Performance.Rout
inst/chapters/12_Discriminant_Analysis.R
inst/chapters/12_Discriminant_Analysis.Rout
inst/chapters/13_Non-Linear_Class.R
inst/chapters/13_Non-Linear_Class.Rout
inst/chapters/14_Class_Trees.R
inst/chapters/14_Class_Trees.Rout
inst/chapters/16_Class_Imbalance.R
inst/chapters/16_Class_Imbalance.Rout
inst/chapters/17_Job_Scheduling.R
inst/chapters/17_Job_Scheduling.Rout
inst/chapters/18_Importance.R
inst/chapters/18_Importance.Rout
inst/chapters/19_Feature_Select.R
inst/chapters/19_Feature_Select.Rout
inst/chapters/CreateGrantData.R
inst/chapters/CreateGrantData.Rout
man
man/AlzheimerDisease.Rd
man/AppliedPredictiveModeling-package.Rd
man/ChemicalManufacturingProcess.Rd
man/FuelEconomy.Rd
man/Hepatic.Rd
man/abalone.Rd
man/bookTheme.Rd
man/concrete.Rd
man/getPackages.Rd
man/internal.Rd
man/jobScheduling.Rd
man/logisticCreditPredictions.Rd
man/permeability.Rd
man/permuteRelief.Rd
man/quadBoundaryFunc.Rd
man/scriptLocation.Rd
man/segmentationOrignal.Rd
man/solubility.Rd
man/twoClassData.Rd
AppliedPredictiveModeling documentation built on May 21, 2017, 3:46 a.m.

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