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mlbench (version 0.5-1)
Machine Learning Benchmark Problems
Description
A collection of artificial and real-world machine learning benchmark problems, including, e.g., the Boston housing data from the UCI repository.
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Install
install.packages('mlbench')
Monthly Downloads
27,488
Version
0.5-1
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 (0.5-1)
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BostonHousing
Boston Housing Data
PimaIndiansDiabetes
Pima Indians Diabetes Database
mlbench.spirals
Two Spirals Benchmark Problem
HouseVotes84
United States Congressional Voting Records 1984
LetterRecognition
Letter Image Recognition Data
BreastCancer
Wisconsin Breast Cancer Database
mlbench.friedman3
Benchmark Problem Friedman 3
plot.mlbench
Plot mlbench objects
Glass
Glass Identification Database
Ozone
Los Angeles ozone pollution data, 1976
Ionosphere
Johns Hopkins University Ionosphere database
Servo
Servo Data
Shuttle
Shuttle Dataset (Statlog version)
Sonar
Sonar, Mines vs. Rocks
mlbench.peak
Peak Benchmark Problem
mlbench.cassini
Cassini: A 2 Dimensional Problem
mlbench.2dnormals
2-dimensional Gaussian Problem
Soybean
Soybean Database
mlbench.ringnorm
Ringnorm Benchmark Problem
Vehicle
Vehicle Silhouettes
mlbench.threenorm
Threenorm Benchmark Problem
bayesclass
Bayes classifier
mlbench.cuboids
Cuboids: A 3 Dimensional Problem
Vowel
Vowel Recognition (Deterding data)
mlbench.circle
Circle in a Square Problem
mlbench.twonorm
Twonorm Benchmark Problem
mlbench.friedman1
Benchmark Problem Friedman 1
mlbench.xor
Continuous XOR Benchmark Problem
mlbench.waveform
Waveform Database Generator (written in C)
Satellite
Landsat Multi-Spectral Scanner Image Data
mlbench.friedman2
Benchmark Problem Friedman 2
as.data.frame.mlbench
Convert an mlbench object to a dataframe
DNA
Primate splice-junction gene sequences (DNA)