mlbench v1.1-3

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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.

Functions in mlbench

Name Description
HouseVotes84 United States Congressional Voting Records 1984
Soybean Soybean Database
mlbench.cassini Cassini: A 2 Dimensional Problem
bayesclass Bayes classifier
mlbench.smiley The Smiley
mlbench.circle Circle in a Square Problem
LetterRecognition Letter Image Recognition Data
Satellite Landsat Multi-Spectral Scanner Image Data
mlbench.corners Corners of Hypercube
mlbench.friedman2 Benchmark Problem Friedman 2
BreastCancer Wisconsin Breast Cancer Database
plot.mlbench Plot mlbench objects
Vowel Vowel Recognition (Deterding data)
mlbench.threenorm Threenorm Benchmark Problem
mlbench.waveform Waveform Database Generator (written in C)
Ozone Los Angeles ozone pollution data, 1976
DNA Primate splice-junction gene sequences (DNA)
PimaIndiansDiabetes Pima Indians Diabetes Database
mlbench.2dnormals 2-dimensional Gaussian Problem
Shuttle Shuttle Dataset (Statlog version)
mlbench.friedman3 Benchmark Problem Friedman 3
Servo Servo Data
mlbench.ringnorm Ringnorm Benchmark Problem
mlbench.cuboids Cuboids: A 3 Dimensional Problem
BostonHousing Boston Housing Data
as.data.frame.mlbench Convert an mlbench object to a dataframe
Glass Glass Identification Database
Vehicle Vehicle Silhouettes
mlbench.peak Peak Benchmark Problem
mlbench.spirals Two Spirals Benchmark Problem
Sonar Sonar, Mines vs. Rocks
mlbench.friedman1 Benchmark Problem Friedman 1
Ionosphere Johns Hopkins University Ionosphere database
mlbench.twonorm Twonorm Benchmark Problem
mlbench.xor Continuous XOR Benchmark Problem
mlbench.shapes Shapes in 2d
Zoo Zoo Data
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Details

Date 2007-06-01
License Free for non-commercial purposes. See the file README and the help pages of the data sets for details.
ZipData No
Packaged Fri Jun 1 15:46:27 2007; leisch

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