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mlbench (version 2.1-5)
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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2.1-5
2.1-3.1
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Install
install.packages('mlbench')
Monthly Downloads
31,576
Version
2.1-5
License
GPL-2
Maintainer
Kurt Hornik
Last Published
May 2nd, 2024
Functions in mlbench (2.1-5)
Search functions
Glass
Glass Identification Database
DNA
Primate splice-junction gene sequences (DNA)
bayesclass
Bayes classifier
Zoo
Zoo Data
BostonHousing
Boston Housing Data
as.data.frame.mlbench
Convert an mlbench object to a dataframe
Sonar
Sonar, Mines vs. Rocks
mlbench.simplex
Corners of d-dimensional Simplex
Shuttle
Shuttle Dataset (Statlog version)
Servo
Servo Data
Vehicle
Vehicle Silhouettes
BreastCancer
Wisconsin Breast Cancer Database
Vowel
Vowel Recognition (Deterding data)
mlbench.smiley
The Smiley
mlbench.ringnorm
Ringnorm Benchmark Problem
mlbench.2dnormals
2-dimensional Gaussian Problem
Soybean
Soybean Database
mlbench.shapes
Shapes in 2d
mlbench.cuboids
Cuboids: A 3 Dimensional Problem
plot.mlbench
Plot mlbench objects
mlbench.xor
Continuous XOR Benchmark Problem
mlbench.friedman2
Benchmark Problem Friedman 2
mlbench.friedman3
Benchmark Problem Friedman 3
mlbench.hypercube
Corners of Hypercube
mlbench.cassini
Cassini: A 2 Dimensional Problem
mlbench.peak
Peak Benchmark Problem
mlbench.circle
Circle in a Square Problem
mlbench.twonorm
Twonorm Benchmark Problem
mlbench.spirals
Two Spirals Benchmark Problem
mlbench.waveform
Waveform Database Generator
mlbench.threenorm
Threenorm Benchmark Problem
mlbench.friedman1
Benchmark Problem Friedman 1
LetterRecognition
Letter Image Recognition Data
PimaIndiansDiabetes
Pima Indians Diabetes Database
HouseVotes84
United States Congressional Voting Records 1984
Ozone
Los Angeles ozone pollution data, 1976
Ionosphere
Johns Hopkins University Ionosphere database
Satellite
Landsat Multi-Spectral Scanner Image Data