AppliedPredictiveModeling: Functions and Data Sets for 'Applied Predictive Modeling'

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

Author
Max Kuhn, Kjell Johnson
Date of publication
2014-07-25 18:42:22
Maintainer
Max Kuhn <mxkuhn@gmail.com>
License
GPL
Version
1.1-6
URLs

View on CRAN

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

Files in this package

AppliedPredictiveModeling
AppliedPredictiveModeling/inst
AppliedPredictiveModeling/inst/NEWS.Rd
AppliedPredictiveModeling/inst/chapters
AppliedPredictiveModeling/inst/chapters/10_Case_Study_Concrete.Rout
AppliedPredictiveModeling/inst/chapters/12_Discriminant_Analysis.Rout
AppliedPredictiveModeling/inst/chapters/04_Over_Fitting.Rout
AppliedPredictiveModeling/inst/chapters/CreateGrantData.R
AppliedPredictiveModeling/inst/chapters/16_Class_Imbalance.Rout
AppliedPredictiveModeling/inst/chapters/04_Over_Fitting.R
AppliedPredictiveModeling/inst/chapters/17_Job_Scheduling.R
AppliedPredictiveModeling/inst/chapters/12_Discriminant_Analysis.R
AppliedPredictiveModeling/inst/chapters/06_Linear_Regression.Rout
AppliedPredictiveModeling/inst/chapters/08_Regression_Trees.Rout
AppliedPredictiveModeling/inst/chapters/16_Class_Imbalance.R
AppliedPredictiveModeling/inst/chapters/13_Non-Linear_Class.R
AppliedPredictiveModeling/inst/chapters/07_Non-Linear_Reg.R
AppliedPredictiveModeling/inst/chapters/02_A_Short_Tour.Rout
AppliedPredictiveModeling/inst/chapters/19_Feature_Select.Rout
AppliedPredictiveModeling/inst/chapters/18_Importance.Rout
AppliedPredictiveModeling/inst/chapters/07_Non-Linear_Reg.Rout
AppliedPredictiveModeling/inst/chapters/06_Linear_Regression.R
AppliedPredictiveModeling/inst/chapters/CreateGrantData.Rout
AppliedPredictiveModeling/inst/chapters/19_Feature_Select.R
AppliedPredictiveModeling/inst/chapters/18_Importance.R
AppliedPredictiveModeling/inst/chapters/02_A_Short_Tour.R
AppliedPredictiveModeling/inst/chapters/08_Regression_Trees.R
AppliedPredictiveModeling/inst/chapters/11_Class_Performance.R
AppliedPredictiveModeling/inst/chapters/17_Job_Scheduling.Rout
AppliedPredictiveModeling/inst/chapters/14_Class_Trees.Rout
AppliedPredictiveModeling/inst/chapters/03_Data_Pre_Processing.R
AppliedPredictiveModeling/inst/chapters/13_Non-Linear_Class.Rout
AppliedPredictiveModeling/inst/chapters/11_Class_Performance.Rout
AppliedPredictiveModeling/inst/chapters/14_Class_Trees.R
AppliedPredictiveModeling/inst/chapters/10_Case_Study_Concrete.R
AppliedPredictiveModeling/inst/chapters/03_Data_Pre_Processing.Rout
AppliedPredictiveModeling/NAMESPACE
AppliedPredictiveModeling/data
AppliedPredictiveModeling/data/permeability.RData
AppliedPredictiveModeling/data/ChemicalManufacturingProcess.RData
AppliedPredictiveModeling/data/AlzheimerDisease.RData
AppliedPredictiveModeling/data/FuelEconomy.RData
AppliedPredictiveModeling/data/twoClassData.RData
AppliedPredictiveModeling/data/solubility.RData
AppliedPredictiveModeling/data/segmentationOriginal.RData
AppliedPredictiveModeling/data/logisticCreditPredictions.RData
AppliedPredictiveModeling/data/schedulingData.RData
AppliedPredictiveModeling/data/concrete.RData
AppliedPredictiveModeling/data/datalist
AppliedPredictiveModeling/data/hepatic.RData
AppliedPredictiveModeling/data/abalone.RData
AppliedPredictiveModeling/R
AppliedPredictiveModeling/R/permuteRelief.R
AppliedPredictiveModeling/R/easyBoundaryFunc.R
AppliedPredictiveModeling/R/transparentTheme.R
AppliedPredictiveModeling/R/scriptLocation.R
AppliedPredictiveModeling/R/quadBoundaryFunc.R
AppliedPredictiveModeling/R/bookTheme.R
AppliedPredictiveModeling/R/getPackages.R
AppliedPredictiveModeling/R/panels.R
AppliedPredictiveModeling/MD5
AppliedPredictiveModeling/DESCRIPTION
AppliedPredictiveModeling/man
AppliedPredictiveModeling/man/bookTheme.Rd
AppliedPredictiveModeling/man/internal.Rd
AppliedPredictiveModeling/man/concrete.Rd
AppliedPredictiveModeling/man/jobScheduling.Rd
AppliedPredictiveModeling/man/permuteRelief.Rd
AppliedPredictiveModeling/man/quadBoundaryFunc.Rd
AppliedPredictiveModeling/man/segmentationOrignal.Rd
AppliedPredictiveModeling/man/Hepatic.Rd
AppliedPredictiveModeling/man/getPackages.Rd
AppliedPredictiveModeling/man/scriptLocation.Rd
AppliedPredictiveModeling/man/AppliedPredictiveModeling-package.Rd
AppliedPredictiveModeling/man/permeability.Rd
AppliedPredictiveModeling/man/solubility.Rd
AppliedPredictiveModeling/man/AlzheimerDisease.Rd
AppliedPredictiveModeling/man/abalone.Rd
AppliedPredictiveModeling/man/twoClassData.Rd
AppliedPredictiveModeling/man/FuelEconomy.Rd
AppliedPredictiveModeling/man/ChemicalManufacturingProcess.Rd
AppliedPredictiveModeling/man/logisticCreditPredictions.Rd