mlbench v0.5-1

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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., the Boston housing data from the UCI repository.

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

Date	2001/05/15
License	Free for non-commercial purposes. See the file README and the help pages of the data sets for details.

Contributors

Friedrich Leisch, Evgenia Dimitriadou