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

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
http://appliedpredictivemodeling.com/

View on R-Forge

Functions

abalone Man page
AppliedPredictiveModeling Man page
AppliedPredictiveModeling-package Man page
bio Man page
bookTheme Man page
cars2010 Man page
cars2011 Man page
cars2012 Man page
chem Man page
ChemicalManufacturingProcess Man page
classes Man page
concrete Man page
diagnosis Man page
easyBoundaryFunc Man page
fingerprints Man page
getPackages Man page
injury Man page
logisticCreditPredictions Man page
lowerp Man page
mixtures Man page
permeability Man page
permuteRelief Man page
predictors Man page
quadBoundaryFunc Man page
schedulingData Man page
scriptLocation Man page
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
twoClassData Man page
upperp Man page

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

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