ElemStatLearn: Data Sets, Functions and Examples from the Book: "The Elements of Statistical Learning, Data Mining, Inference, and Prediction" by Trevor Hastie, Robert Tibshirani and Jerome Friedman

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Useful when reading the book above mentioned, in the documentation referred to as `the book'.

Author
Material from the book's webpage, R port and packaging by Kjetil B Halvorsen
Date of publication
2015-06-27 13:27:36
Maintainer
Kjetil B Halvorsen <kjetil1001@gmail.com>
License
GPL (>= 2)
Version
2015.6.26
URLs

View on CRAN

Man pages

bone
Bone Mineral Density Data
countries
Country Dissimilarities
galaxy
Galaxy Data
marketing
Market Basket Analysis
mixture.example
Mixture Example
nci
NCI microarray data (chap 14)
orange10.test
Simulated Orange Data
orange10.train
Simulated Orange Data
orange4.test
Simulated Orange Data
orange4.train
Simulated Orange Data
ozone
Ozone Data
phoneme
Data From a Acoustic-Phonetic Continuous Speech Corpus
prostate
Prostate Cancer Data
SAheart
South African Hearth Disease Data
simple.ridge
Simple Ridge Regression
spam
Email Spam Data
vowel.test
Vowel Recognition (Deterding data)
vowel.train
Vowel Recognition (Deterding data)
waveform
Function to simulate waveform data
waveform.test
Simulated Waveform Data
waveform.train
Simulated Waveform Data
zip2image
function to convert row of zip file to format used by image()
zip.test
Handwritten Digit Recognition Data
zip.train
Handwritten Digit Recognition Data

Files in this package

ElemStatLearn
ElemStatLearn/NAMESPACE
ElemStatLearn/NEWS
ElemStatLearn/data
ElemStatLearn/data/phoneme.RData
ElemStatLearn/data/vowel.train.RData
ElemStatLearn/data/orange4.test.RData
ElemStatLearn/data/ozone.RData
ElemStatLearn/data/waveform.test.RData
ElemStatLearn/data/waveform.train.RData
ElemStatLearn/data/zip.train.RData
ElemStatLearn/data/galaxy.RData
ElemStatLearn/data/countries.RData
ElemStatLearn/data/SAheart.RData
ElemStatLearn/data/spam.RData
ElemStatLearn/data/nci.RData
ElemStatLearn/data/orange10.train.RData
ElemStatLearn/data/datalist
ElemStatLearn/data/vowel.test.RData
ElemStatLearn/data/marketing.RData
ElemStatLearn/data/bone.RData
ElemStatLearn/data/orange10.test.RData
ElemStatLearn/data/zip.test.RData
ElemStatLearn/data/prostate.RData
ElemStatLearn/data/mixture.example.RData
ElemStatLearn/data/orange4.train.RData
ElemStatLearn/R
ElemStatLearn/R/simple.ridge.R
ElemStatLearn/R/zip2image.R
ElemStatLearn/R/waveform.R
ElemStatLearn/MD5
ElemStatLearn/DESCRIPTION
ElemStatLearn/man
ElemStatLearn/man/waveform.train.Rd
ElemStatLearn/man/mixture.example.Rd
ElemStatLearn/man/vowel.train.Rd
ElemStatLearn/man/zip.train.Rd
ElemStatLearn/man/zip2image.Rd
ElemStatLearn/man/waveform.Rd
ElemStatLearn/man/nci.Rd
ElemStatLearn/man/galaxy.Rd
ElemStatLearn/man/marketing.Rd
ElemStatLearn/man/SAheart.Rd
ElemStatLearn/man/countries.Rd
ElemStatLearn/man/orange10.test.Rd
ElemStatLearn/man/prostate.Rd
ElemStatLearn/man/spam.Rd
ElemStatLearn/man/bone.Rd
ElemStatLearn/man/orange4.test.Rd
ElemStatLearn/man/orange4.train.Rd
ElemStatLearn/man/ozone.Rd
ElemStatLearn/man/orange10.train.Rd
ElemStatLearn/man/simple.ridge.Rd
ElemStatLearn/man/zip.test.Rd
ElemStatLearn/man/waveform.test.Rd
ElemStatLearn/man/phoneme.Rd
ElemStatLearn/man/vowel.test.Rd