Rdocumentation
powered by
Learn R Programming
mlbench (version 2.1-8)
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.
Copy Link
Link to current version
Version
Version
2.1-8
2.1-7
2.1-6
2.1-5
2.1-3.1
2.1-3
2.1-1
2.1-0
2.0-0
1.1-6
1.1-5
1.1-4
1.1-3
1.1-2
1.1-1
1.1-0
1.0-2
1.0-1
1.0-0
0.5-10
0.5-8
0.5-7
0.5-6
0.5-5
0.5-4
0.5-3
0.5-2
0.5-1
0.4-3
0.4-1
0.3-2
Install
install.packages('mlbench')
Monthly Downloads
56,626
Version
2.1-8
License
GPL-2
Maintainer
Kurt Hornik
Last Published
March 26th, 2026
Functions in mlbench (2.1-8)
Search all functions
Vowel
Vowel Recognition (Deterding data)
bayesclass
Bayes classifier
mlbench.2dnormals
2-dimensional Gaussian Problem
Sonar
Sonar, Mines vs. Rocks
as.data.frame.mlbench
Convert an mlbench object to a dataframe
Vehicle
Vehicle Silhouettes
Servo
Servo Data
Soybean
Soybean Database
mlbench.ringnorm
Ringnorm Benchmark Problem
mlbench.shapes
Shapes in 2d
mlbench.peak
Peak Benchmark Problem
Shuttle
Shuttle Dataset (Statlog version)
mlbench.cuboids
Cuboids: A 3 Dimensional Problem
mlbench.hypercube
Corners of Hypercube
mlbench.friedman3
Benchmark Problem Friedman 3
mlbench.friedman2
Benchmark Problem Friedman 2
mlbench.waveform
Waveform Database Generator
mlbench.twonorm
Twonorm Benchmark Problem
plot.mlbench
Plot mlbench objects
mlbench.circle
Circle in a Square Problem
mlbench.xor
Continuous XOR Benchmark Problem
mlbench.cassini
Cassini: A 2 Dimensional Problem
mlbench.simplex
Corners of d-dimensional Simplex
mlbench.friedman1
Benchmark Problem Friedman 1
mlbench.threenorm
Threenorm Benchmark Problem
mlbench.spirals
Two Spirals Benchmark Problem
mlbench.smiley
The Smiley
DNA
Primate splice-junction gene sequences (DNA)
BostonHousing
Boston Housing Data
Glass
Glass Identification Database
HouseVotes84
United States Congressional Voting Records 1984
LetterRecognition
Letter Image Recognition Data
BreastCancer
Wisconsin Breast Cancer Database
PimaIndiansDiabetes
Pima Indians Diabetes Database
Ionosphere
Johns Hopkins University Ionosphere database
Ozone
Los Angeles ozone pollution data, 1976
Satellite
Landsat Multi-Spectral Scanner Image Data
Zoo
Zoo Data