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mlbench (version 1.1-0)
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
39,729
Version
1.1-0
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 (1.1-0)
Search all functions
Shuttle
Shuttle Dataset (Statlog version)
HouseVotes84
United States Congressional Voting Records 1984
Sonar
Sonar, Mines vs. Rocks
mlbench.cuboids
Cuboids: A 3 Dimensional Problem
mlbench.twonorm
Twonorm Benchmark Problem
mlbench.shapes
Shapes in 2d
Ozone
Los Angeles ozone pollution data, 1976
mlbench.waveform
Waveform Database Generator (written in C)
mlbench.threenorm
Threenorm Benchmark Problem
Soybean
Soybean Database
mlbench.corners
Corners of Hypercube
mlbench.xor
Continuous XOR Benchmark Problem
Ionosphere
Johns Hopkins University Ionosphere database
DNA
Primate splice-junction gene sequences (DNA)
plot.mlbench
Plot mlbench objects
mlbench.cassini
Cassini: A 2 Dimensional Problem
mlbench.friedman1
Benchmark Problem Friedman 1
mlbench.friedman3
Benchmark Problem Friedman 3
BostonHousing
Boston Housing Data
mlbench.smiley
The Smiley
as.data.frame.mlbench
Convert an mlbench object to a dataframe
mlbench.2dnormals
2-dimensional Gaussian Problem
mlbench.circle
Circle in a Square Problem
Glass
Glass Identification Database
LetterRecognition
Letter Image Recognition Data
mlbench.ringnorm
Ringnorm Benchmark Problem
Vowel
Vowel Recognition (Deterding data)
Servo
Servo Data
mlbench.peak
Peak Benchmark Problem
PimaIndiansDiabetes
Pima Indians Diabetes Database
Satellite
Landsat Multi-Spectral Scanner Image Data
BreastCancer
Wisconsin Breast Cancer Database
mlbench.friedman2
Benchmark Problem Friedman 2
Vehicle
Vehicle Silhouettes
bayesclass
Bayes classifier
mlbench.spirals
Two Spirals Benchmark Problem