mlbench v1.0-1

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by Friedrich Leisch

Machine Learning Benchmark Problems

A collection of artificial and real-world machine learning benchmark problems, including, e.g., several data sets from the UCI repository.

Name	Description
HouseVotes84	United States Congressional Voting Records 1984
Shuttle	Shuttle Dataset (Statlog version)
bayesclass	Bayes classifier
mlbench.peak	Peak Benchmark Problem
mlbench.spirals	Two Spirals Benchmark Problem
mlbench.friedman1	Benchmark Problem Friedman 1
Soybean	Soybean Database
Servo	Servo Data
mlbench.waveform	Waveform Database Generator (written in C)
mlbench.threenorm	Threenorm Benchmark Problem
mlbench.cuboids	Cuboids: A 3 Dimensional Problem
BreastCancer	Wisconsin Breast Cancer Database
mlbench.twonorm	Twonorm Benchmark Problem
mlbench.smiley	The Smiley
mlbench.ringnorm	Ringnorm Benchmark Problem
plot.mlbench	Plot mlbench objects
Ozone	Los Angeles ozone pollution data, 1976
mlbench.2dnormals	2-dimensional Gaussian Problem
Glass	Glass Identification Database
Satellite	Landsat Multi-Spectral Scanner Image Data
PimaIndiansDiabetes	Pima Indians Diabetes Database
Vehicle	Vehicle Silhouettes
mlbench.friedman3	Benchmark Problem Friedman 3
mlbench.xor	Continuous XOR Benchmark Problem
as.data.frame.mlbench	Convert an mlbench object to a dataframe
mlbench.circle	Circle in a Square Problem
BostonHousing	Boston Housing Data
DNA	Primate splice-junction gene sequences (DNA)
LetterRecognition	Letter Image Recognition Data
Ionosphere	Johns Hopkins University Ionosphere database
Vowel	Vowel Recognition (Deterding data)
Sonar	Sonar, Mines vs. Rocks
mlbench.friedman2	Benchmark Problem Friedman 2
mlbench.cassini	Cassini: A 2 Dimensional Problem
No Results!

Date	2005-03-07
License	Free for non-commercial purposes. See the file README and the help pages of the data sets for details.
ZipData	No

Contributors

Friedrich Leisch, Evgenia Dimitriadou