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mlbench (version 1.1-2)
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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2.1-6
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Install
install.packages('mlbench')
Monthly Downloads
27,488
Version
1.1-2
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 (1.1-2)
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Servo
Servo Data
HouseVotes84
United States Congressional Voting Records 1984
BreastCancer
Wisconsin Breast Cancer Database
Satellite
Landsat Multi-Spectral Scanner Image Data
mlbench.friedman3
Benchmark Problem Friedman 3
Shuttle
Shuttle Dataset (Statlog version)
mlbench.peak
Peak Benchmark Problem
mlbench.corners
Corners of Hypercube
BostonHousing
Boston Housing Data
Soybean
Soybean Database
Vowel
Vowel Recognition (Deterding data)
bayesclass
Bayes classifier
Ozone
Los Angeles ozone pollution data, 1976
mlbench.cassini
Cassini: A 2 Dimensional Problem
mlbench.circle
Circle in a Square Problem
mlbench.ringnorm
Ringnorm Benchmark Problem
LetterRecognition
Letter Image Recognition Data
Ionosphere
Johns Hopkins University Ionosphere database
mlbench.waveform
Waveform Database Generator (written in C)
mlbench.twonorm
Twonorm Benchmark Problem
mlbench.cuboids
Cuboids: A 3 Dimensional Problem
mlbench.shapes
Shapes in 2d
plot.mlbench
Plot mlbench objects
DNA
Primate splice-junction gene sequences (DNA)
mlbench.friedman2
Benchmark Problem Friedman 2
as.data.frame.mlbench
Convert an mlbench object to a dataframe
mlbench.spirals
Two Spirals Benchmark Problem
PimaIndiansDiabetes
Pima Indians Diabetes Database
Sonar
Sonar, Mines vs. Rocks
Glass
Glass Identification Database
Vehicle
Vehicle Silhouettes
mlbench.friedman1
Benchmark Problem Friedman 1
mlbench.threenorm
Threenorm Benchmark Problem
mlbench.2dnormals
2-dimensional Gaussian Problem
mlbench.xor
Continuous XOR Benchmark Problem
mlbench.smiley
The Smiley