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mlbench (version 0.5-7)
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
35,810
Version
0.5-7
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 (0.5-7)
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mlbench.friedman1
Benchmark Problem Friedman 1
as.data.frame.mlbench
Convert an mlbench object to a dataframe
mlbench.peak
Peak Benchmark Problem
mlbench.twonorm
Twonorm Benchmark Problem
mlbench.cuboids
Cuboids: A 3 Dimensional Problem
BostonHousing
Boston Housing Data
Satellite
Landsat Multi-Spectral Scanner Image Data
mlbench.threenorm
Threenorm Benchmark Problem
Glass
Glass Identification Database
mlbench.friedman3
Benchmark Problem Friedman 3
DNA
Primate splice-junction gene sequences (DNA)
PimaIndiansDiabetes
Pima Indians Diabetes Database
BreastCancer
Wisconsin Breast Cancer Database
Vehicle
Vehicle Silhouettes
plot.mlbench
Plot mlbench objects
mlbench.circle
Circle in a Square Problem
mlbench.spirals
Two Spirals Benchmark Problem
Sonar
Sonar, Mines vs. Rocks
mlbench.ringnorm
Ringnorm Benchmark Problem
Servo
Servo Data
mlbench.xor
Continuous XOR Benchmark Problem
Vowel
Vowel Recognition (Deterding data)
Ionosphere
Johns Hopkins University Ionosphere database
mlbench.waveform
Waveform Database Generator (written in C)
LetterRecognition
Letter Image Recognition Data
HouseVotes84
United States Congressional Voting Records 1984
mlbench.cassini
Cassini: A 2 Dimensional Problem
mlbench.friedman2
Benchmark Problem Friedman 2
Shuttle
Shuttle Dataset (Statlog version)
Ozone
Los Angeles ozone pollution data, 1976
Soybean
Soybean Database
mlbench.2dnormals
2-dimensional Gaussian Problem
bayesclass
Bayes classifier