ElemStatLearn (version 2015.6.26.2)

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

Description

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

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Version

Install

install.packages('ElemStatLearn')

Monthly Downloads

129

Version

2015.6.26.2

License

GPL (>= 2)

Maintainer

ORPHANED

Last Published

August 12th, 2019

Functions in ElemStatLearn (2015.6.26.2)

waveform

Function to simulate waveform data

phoneme

Data From a Acoustic-Phonetic Continuous Speech Corpus

prostate

Prostate Cancer Data

waveform.test

Simulated Waveform Data

vowel.train

Vowel Recognition (Deterding data)

vowel.test

Vowel Recognition (Deterding data)

orange4.train

Simulated Orange Data

zip.train

Handwritten Digit Recognition Data

zip2image

function to convert row of zip file to format used by image()

ozone

Ozone Data

waveform.train

Simulated Waveform Data

zip.test

Handwritten Digit Recognition Data

simple.ridge

Simple Ridge Regression

NCI microarray data (chap 14)

countries

Country Dissimilarities

orange10.train

Simulated Orange Data

orange4.test

Simulated Orange Data

SAheart

South African Hearth Disease Data

marketing

Market Basket Analysis

mixture.example

Mixture Example

bone

Bone Mineral Density Data

orange10.test

Simulated Orange Data