RDocumentation
Moon
Learn R
Search all packages and functions
⚠️
There's a newer version (2.1-3.1) of this package.
Take me there.
mlbench (version 2.1-3)
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
Copy
Link to current version
Version
Version
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
Down Chevron
Install
install.packages('mlbench')
Monthly Downloads
32,300
Version
2.1-3
License
GPL-2
Maintainer
Friedrich Leisch
Last Published
January 29th, 2021
Functions in mlbench (2.1-3)
Search functions
BostonHousing
Boston Housing Data
LetterRecognition
Letter Image Recognition Data
DNA
Primate splice-junction gene sequences (DNA)
Glass
Glass Identification Database
Ionosphere
Johns Hopkins University Ionosphere database
BreastCancer
Wisconsin Breast Cancer Database
Ozone
Los Angeles ozone pollution data, 1976
Satellite
Landsat Multi-Spectral Scanner Image Data
HouseVotes84
United States Congressional Voting Records 1984
PimaIndiansDiabetes
Pima Indians Diabetes Database
Sonar
Sonar, Mines vs. Rocks
Zoo
Zoo Data
Servo
Servo Data
mlbench.hypercube
Corners of Hypercube
Shuttle
Shuttle Dataset (Statlog version)
mlbench.peak
Peak Benchmark Problem
mlbench.xor
Continuous XOR Benchmark Problem
mlbench.circle
Circle in a Square Problem
mlbench.friedman3
Benchmark Problem Friedman 3
mlbench.cassini
Cassini: A 2 Dimensional Problem
Soybean
Soybean Database
mlbench.waveform
Waveform Database Generator
mlbench.twonorm
Twonorm Benchmark Problem
mlbench.friedman2
Benchmark Problem Friedman 2
bayesclass
Bayes classifier
Vehicle
Vehicle Silhouettes
Vowel
Vowel Recognition (Deterding data)
as.data.frame.mlbench
Convert an mlbench object to a dataframe
mlbench.cuboids
Cuboids: A 3 Dimensional Problem
plot.mlbench
Plot mlbench objects
mlbench.simplex
Corners of d-dimensional Simplex
mlbench.friedman1
Benchmark Problem Friedman 1
mlbench.smiley
The Smiley
mlbench.2dnormals
2-dimensional Gaussian Problem
mlbench.ringnorm
Ringnorm Benchmark Problem
mlbench.shapes
Shapes in 2d
mlbench.spirals
Two Spirals Benchmark Problem
mlbench.threenorm
Threenorm Benchmark Problem