mlbench v1.1-0

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

Date 2005-08-30
License Free for non-commercial purposes. See the file README and the help pages of the data sets for details.
ZipData No
Packaged Tue Aug 30 10:44:13 2005; leisch

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