mlbench: Machine Learning Benchmark Problems

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A collection of artificial and real-world machine learning benchmark problems, including, e.g., several data sets from the UCI repository.

Author
Friedrich Leisch and Evgenia Dimitriadou.
Date of publication
2012-07-10 11:51:32
Maintainer
Friedrich Leisch <Friedrich.Leisch@R-project.org>
License
GPL-2
Version
2.1-1

View on CRAN

Man pages

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

Files in this package

mlbench
mlbench/MD5
mlbench/NAMESPACE
mlbench/Data-Administration.R
mlbench/data
mlbench/data/Sonar.rda
mlbench/data/Servo.rda
mlbench/data/HouseVotes84.rda
mlbench/data/BostonHousing.rda
mlbench/data/Glass.rda
mlbench/data/Soybean.rda
mlbench/data/BreastCancer.rda
mlbench/data/Zoo.rda
mlbench/data/Vehicle.rda
mlbench/data/Ozone.rda
mlbench/data/Satellite.rda
mlbench/data/PimaIndiansDiabetes.rda
mlbench/data/Vowel.rda
mlbench/data/Shuttle.rda
mlbench/data/Ionosphere.rda
mlbench/data/PimaIndiansDiabetes2.rda
mlbench/data/DNA.rda
mlbench/data/BostonHousing2.rda
mlbench/data/LetterRecognition.rda
mlbench/README
mlbench/inst
mlbench/inst/CITATION
mlbench/man
mlbench/man/Shuttle.Rd
mlbench/man/Vehicle.Rd
mlbench/man/Sonar.Rd
mlbench/man/mlbench.cuboids.Rd
mlbench/man/HouseVotes84.Rd
mlbench/man/DNA.Rd
mlbench/man/mlbench.xor.Rd
mlbench/man/Ionosphere.Rd
mlbench/man/as.data.frame.mlbench.Rd
mlbench/man/mlbench.circle.Rd
mlbench/man/mlbench.spirals.Rd
mlbench/man/Ozone.Rd
mlbench/man/mlbench.shapes.Rd
mlbench/man/BreastCancer.Rd
mlbench/man/mlbench.friedman3.Rd
mlbench/man/Servo.Rd
mlbench/man/mlbench.2dnormals.Rd
mlbench/man/BostonHousing.Rd
mlbench/man/Glass.Rd
mlbench/man/mlbench.friedman2.Rd
mlbench/man/Vowel.Rd
mlbench/man/mlbench.ringnorm.Rd
mlbench/man/mlbench.cassini.Rd
mlbench/man/Zoo.Rd
mlbench/man/mlbench.smiley.Rd
mlbench/man/Satellite.Rd
mlbench/man/mlbench.peak.Rd
mlbench/man/mlbench.simplex.Rd
mlbench/man/mlbench.waveform.Rd
mlbench/man/PimaIndiansDiabetes.Rd
mlbench/man/plot.mlbench.Rd
mlbench/man/mlbench.friedman1.Rd
mlbench/man/mlbench.twonorm.Rd
mlbench/man/bayesclass.Rd
mlbench/man/LetterRecognition.Rd
mlbench/man/mlbench.threenorm.Rd
mlbench/man/mlbench.hypercube.Rd
mlbench/man/Soybean.Rd
mlbench/src
mlbench/src/waveform.c
mlbench/NEWS
mlbench/DESCRIPTION
mlbench/R
mlbench/R/mlbench-regression.R
mlbench/R/mlbench-class.R