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mlbench (version 2.1-6)
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
29,077
Version
2.1-6
License
GPL-2
Maintainer
Kurt Hornik
Last Published
December 30th, 2024
Functions in mlbench (2.1-6)
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mlbench.2dnormals
2-dimensional Gaussian Problem
Vowel
Vowel Recognition (Deterding data)
as.data.frame.mlbench
Convert an mlbench object to a dataframe
mlbench.cuboids
Cuboids: A 3 Dimensional Problem
Sonar
Sonar, Mines vs. Rocks
mlbench.friedman3
Benchmark Problem Friedman 3
mlbench.hypercube
Corners of Hypercube
Soybean
Soybean Database
mlbench.peak
Peak Benchmark Problem
mlbench.friedman1
Benchmark Problem Friedman 1
Shuttle
Shuttle Dataset (Statlog version)
Vehicle
Vehicle Silhouettes
bayesclass
Bayes classifier
mlbench.friedman2
Benchmark Problem Friedman 2
mlbench.cassini
Cassini: A 2 Dimensional Problem
mlbench.shapes
Shapes in 2d
mlbench.simplex
Corners of d-dimensional Simplex
mlbench.smiley
The Smiley
mlbench.ringnorm
Ringnorm Benchmark Problem
mlbench.spirals
Two Spirals Benchmark Problem
plot.mlbench
Plot mlbench objects
mlbench.twonorm
Twonorm Benchmark Problem
mlbench.circle
Circle in a Square Problem
mlbench.threenorm
Threenorm Benchmark Problem
mlbench.xor
Continuous XOR Benchmark Problem
mlbench.waveform
Waveform Database Generator
HouseVotes84
United States Congressional Voting Records 1984
BreastCancer
Wisconsin Breast Cancer Database
Ozone
Los Angeles ozone pollution data, 1976
Glass
Glass Identification Database
PimaIndiansDiabetes
Pima Indians Diabetes Database
DNA
Primate splice-junction gene sequences (DNA)
Ionosphere
Johns Hopkins University Ionosphere database
Satellite
Landsat Multi-Spectral Scanner Image Data
BostonHousing
Boston Housing Data
Servo
Servo Data
Zoo
Zoo Data
LetterRecognition
Letter Image Recognition Data