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mlbench (version 2.1-3.1)
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
37,390
Version
2.1-3.1
License
GPL-2
Maintainer
Friedrich Leisch
Last Published
May 5th, 2023
Functions in mlbench (2.1-3.1)
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BostonHousing
Boston Housing Data
Glass
Glass Identification Database
BreastCancer
Wisconsin Breast Cancer Database
PimaIndiansDiabetes
Pima Indians Diabetes Database
Ionosphere
Johns Hopkins University Ionosphere database
HouseVotes84
United States Congressional Voting Records 1984
DNA
Primate splice-junction gene sequences (DNA)
Ozone
Los Angeles ozone pollution data, 1976
Satellite
Landsat Multi-Spectral Scanner Image Data
LetterRecognition
Letter Image Recognition Data
Vowel
Vowel Recognition (Deterding data)
bayesclass
Bayes classifier
Shuttle
Shuttle Dataset (Statlog version)
Sonar
Sonar, Mines vs. Rocks
Soybean
Soybean Database
Vehicle
Vehicle Silhouettes
Servo
Servo Data
as.data.frame.mlbench
Convert an mlbench object to a dataframe
mlbench.2dnormals
2-dimensional Gaussian Problem
Zoo
Zoo Data
mlbench.cassini
Cassini: A 2 Dimensional Problem
mlbench.friedman2
Benchmark Problem Friedman 2
mlbench.circle
Circle in a Square Problem
mlbench.smiley
The Smiley
mlbench.peak
Peak Benchmark Problem
mlbench.hypercube
Corners of Hypercube
mlbench.friedman3
Benchmark Problem Friedman 3
mlbench.simplex
Corners of d-dimensional Simplex
mlbench.shapes
Shapes in 2d
mlbench.spirals
Two Spirals Benchmark Problem
mlbench.ringnorm
Ringnorm Benchmark Problem
mlbench.threenorm
Threenorm Benchmark Problem
mlbench.cuboids
Cuboids: A 3 Dimensional Problem
mlbench.waveform
Waveform Database Generator
mlbench.friedman1
Benchmark Problem Friedman 1
mlbench.xor
Continuous XOR Benchmark Problem
mlbench.twonorm
Twonorm Benchmark Problem
plot.mlbench
Plot mlbench objects