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