mlbench v1.1-2

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

Date 2006-10-09
License Free for non-commercial purposes. See the file README and the help pages of the data sets for details.
ZipData No
Packaged Mon Oct 9 18:39:16 2006; leisch

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