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mlbench (version 1.0-1)
Machine Learning Benchmark Problems
Description
A collection of artificial and real-world machine learning benchmark problems, including, e.g., several data sets from the UCI repository.
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Install
install.packages('mlbench')
Monthly Downloads
32,300
Version
1.0-1
License
Free for non-commercial purposes. See the file README and the help pages of the data sets for details.
Maintainer
Friedrich Leisch
Last Published
March 7th, 2005
Functions in mlbench (1.0-1)
Search functions
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