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mlbench (version 2.0-0)
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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Install
install.packages('mlbench')
Monthly Downloads
32,300
Version
2.0-0
License
GPL-2
Maintainer
Friedrich Leisch
Last Published
January 21st, 2010
Functions in mlbench (2.0-0)
Search functions
mlbench.friedman3
Benchmark Problem Friedman 3
mlbench.peak
Peak Benchmark Problem
BostonHousing
Boston Housing Data
Servo
Servo Data
mlbench.friedman1
Benchmark Problem Friedman 1
mlbench.twonorm
Twonorm Benchmark Problem
Ionosphere
Johns Hopkins University Ionosphere database
mlbench.cuboids
Cuboids: A 3 Dimensional Problem
mlbench.threenorm
Threenorm Benchmark Problem
Soybean
Soybean Database
Vowel
Vowel Recognition (Deterding data)
plot.mlbench
Plot mlbench objects
PimaIndiansDiabetes
Pima Indians Diabetes Database
Shuttle
Shuttle Dataset (Statlog version)
mlbench.ringnorm
Ringnorm Benchmark Problem
mlbench.circle
Circle in a Square Problem
LetterRecognition
Letter Image Recognition Data
as.data.frame.mlbench
Convert an mlbench object to a dataframe
Ozone
Los Angeles ozone pollution data, 1976
mlbench.smiley
The Smiley
Sonar
Sonar, Mines vs. Rocks
Zoo
Zoo Data
mlbench.2dnormals
2-dimensional Gaussian Problem
mlbench.waveform
Waveform Database Generator
Glass
Glass Identification Database
Satellite
Landsat Multi-Spectral Scanner Image Data
mlbench.corners
Corners of Hypercube
bayesclass
Bayes classifier
BreastCancer
Wisconsin Breast Cancer Database
HouseVotes84
United States Congressional Voting Records 1984
mlbench.cassini
Cassini: A 2 Dimensional Problem
Vehicle
Vehicle Silhouettes
DNA
Primate splice-junction gene sequences (DNA)
mlbench.friedman2
Benchmark Problem Friedman 2
mlbench.xor
Continuous XOR Benchmark Problem
mlbench.spirals
Two Spirals Benchmark Problem
mlbench.shapes
Shapes in 2d