mlbench v1.0-0

Monthly downloads

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

Date	2004-02-03
License	Free for non-commercial purposes. See the file README and the help pages of the data sets for details.
Packaged	Tue Feb 3 11:51:28 2004; leisch

Contributors

Friedrich Leisch, Evgenia Dimitriadou