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.

[Up] [Top]

Documentation for package ‘ElemStatLearn’ version 2012.04-0

Help 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
zip.test Handwritten Digit Recognition Data
zip.train Handwritten Digit Recognition Data
zip2image function to convert row of zip file to format used by image()