mlbench v2.1-1

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

Details

Date 2010-12-10
License GPL-2
ZipData No
Packaged 2012-07-10 08:19:15 UTC; leisch
Repository CRAN
Date/Publication 2012-07-10 11:51:32

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