mlbench v1.0-1

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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
Shuttle Shuttle Dataset (Statlog version)
bayesclass Bayes classifier
mlbench.peak Peak Benchmark Problem
mlbench.spirals Two Spirals Benchmark Problem
mlbench.friedman1 Benchmark Problem Friedman 1
Soybean Soybean Database
Servo Servo Data
mlbench.waveform Waveform Database Generator (written in C)
mlbench.threenorm Threenorm Benchmark Problem
mlbench.cuboids Cuboids: A 3 Dimensional Problem
BreastCancer Wisconsin Breast Cancer Database
mlbench.twonorm Twonorm Benchmark Problem
mlbench.smiley The Smiley
mlbench.ringnorm Ringnorm Benchmark Problem
plot.mlbench Plot mlbench objects
Ozone Los Angeles ozone pollution data, 1976
mlbench.2dnormals 2-dimensional Gaussian Problem
Glass Glass Identification Database
Satellite Landsat Multi-Spectral Scanner Image Data
PimaIndiansDiabetes Pima Indians Diabetes Database
Vehicle Vehicle Silhouettes
mlbench.friedman3 Benchmark Problem Friedman 3
mlbench.xor Continuous XOR Benchmark Problem
as.data.frame.mlbench Convert an mlbench object to a dataframe
mlbench.circle Circle in a Square Problem
BostonHousing Boston Housing Data
DNA Primate splice-junction gene sequences (DNA)
LetterRecognition Letter Image Recognition Data
Ionosphere Johns Hopkins University Ionosphere database
Vowel Vowel Recognition (Deterding data)
Sonar Sonar, Mines vs. Rocks
mlbench.friedman2 Benchmark Problem Friedman 2
mlbench.cassini Cassini: A 2 Dimensional Problem
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Date 2005-03-07
License Free for non-commercial purposes. See the file README and the help pages of the data sets for details.
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