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mlbench (version 1.0-0)
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
27,488
Version
1.0-0
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
January 7th, 2025
Functions in mlbench (1.0-0)
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Soybean
Soybean Database
mlbench.circle
Circle in a Square Problem
Ionosphere
Johns Hopkins University Ionosphere database
BostonHousing
Boston Housing Data
mlbench.smiley
The Smiley
Ozone
Los Angeles ozone pollution data, 1976
mlbench.cassini
Cassini: A 2 Dimensional Problem
mlbench.threenorm
Threenorm Benchmark Problem
mlbench.twonorm
Twonorm Benchmark Problem
mlbench.spirals
Two Spirals Benchmark Problem
mlbench.peak
Peak Benchmark Problem
mlbench.xor
Continuous XOR Benchmark Problem
DNA
Primate splice-junction gene sequences (DNA)
mlbench.friedman1
Benchmark Problem Friedman 1
Servo
Servo Data
Vehicle
Vehicle Silhouettes
Glass
Glass Identification Database
mlbench.friedman2
Benchmark Problem Friedman 2
bayesclass
Bayes classifier
BreastCancer
Wisconsin Breast Cancer Database
LetterRecognition
Letter Image Recognition Data
Sonar
Sonar, Mines vs. Rocks
Shuttle
Shuttle Dataset (Statlog version)
mlbench.cuboids
Cuboids: A 3 Dimensional Problem
mlbench.ringnorm
Ringnorm Benchmark Problem
PimaIndiansDiabetes
Pima Indians Diabetes Database
plot.mlbench
Plot mlbench objects
Vowel
Vowel Recognition (Deterding data)
mlbench.waveform
Waveform Database Generator (written in C)
as.data.frame.mlbench
Convert an mlbench object to a dataframe
Satellite
Landsat Multi-Spectral Scanner Image Data
HouseVotes84
United States Congressional Voting Records 1984
mlbench.friedman3
Benchmark Problem Friedman 3
mlbench.2dnormals
2-dimensional Gaussian Problem