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mlbench (version 1.1-3)
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.
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Install
install.packages('mlbench')
Monthly Downloads
27,488
Version
1.1-3
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 (1.1-3)
Search all functions
HouseVotes84
United States Congressional Voting Records 1984
Soybean
Soybean Database
mlbench.cassini
Cassini: A 2 Dimensional Problem
bayesclass
Bayes classifier
mlbench.smiley
The Smiley
mlbench.circle
Circle in a Square Problem
LetterRecognition
Letter Image Recognition Data
Satellite
Landsat Multi-Spectral Scanner Image Data
mlbench.corners
Corners of Hypercube
mlbench.friedman2
Benchmark Problem Friedman 2
BreastCancer
Wisconsin Breast Cancer Database
plot.mlbench
Plot mlbench objects
Vowel
Vowel Recognition (Deterding data)
mlbench.threenorm
Threenorm Benchmark Problem
mlbench.waveform
Waveform Database Generator (written in C)
Ozone
Los Angeles ozone pollution data, 1976
DNA
Primate splice-junction gene sequences (DNA)
PimaIndiansDiabetes
Pima Indians Diabetes Database
mlbench.2dnormals
2-dimensional Gaussian Problem
Shuttle
Shuttle Dataset (Statlog version)
mlbench.friedman3
Benchmark Problem Friedman 3
Servo
Servo Data
mlbench.ringnorm
Ringnorm Benchmark Problem
mlbench.cuboids
Cuboids: A 3 Dimensional Problem
BostonHousing
Boston Housing Data
as.data.frame.mlbench
Convert an mlbench object to a dataframe
Glass
Glass Identification Database
Vehicle
Vehicle Silhouettes
mlbench.peak
Peak Benchmark Problem
mlbench.spirals
Two Spirals Benchmark Problem
Sonar
Sonar, Mines vs. Rocks
mlbench.friedman1
Benchmark Problem Friedman 1
Ionosphere
Johns Hopkins University Ionosphere database
mlbench.twonorm
Twonorm Benchmark Problem
mlbench.xor
Continuous XOR Benchmark Problem
mlbench.shapes
Shapes in 2d
Zoo
Zoo Data