mlbench: Machine Learning Benchmark Problems
Version 2.1-1

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

AuthorFriedrich Leisch and Evgenia Dimitriadou.
Date of publication2012-07-10 11:51:32
MaintainerFriedrich Leisch <Friedrich.Leisch@R-project.org>
LicenseGPL-2
Version2.1-1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("mlbench")

Popular man pages

BostonHousing: Boston Housing Data
BreastCancer: Wisconsin Breast Cancer Database
Glass: Glass Identification Database
mlbench.xor: Continuous XOR Benchmark Problem
PimaIndiansDiabetes: Pima Indians Diabetes Database
Shuttle: Shuttle Dataset (Statlog version)
Sonar: Sonar, Mines vs. Rocks
See all...

All man pages Function index File listing

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

Functions

BostonHousing Man page
BostonHousing2 Man page
BreastCancer Man page
DNA Man page
Glass Man page
HouseVotes84 Man page
Ionosphere Man page
LetterRecognition Man page
Ozone Man page
PimaIndiansDiabetes Man page
PimaIndiansDiabetes2 Man page
Satellite Man page
Servo Man page
Shuttle Man page
Sonar Man page
Soybean Man page
Vehicle Man page
Vowel Man page
Zoo Man page
as.data.frame.mlbench Man page Source code
bayesclass Man page Source code
bayesclass.mlbench.2dnormals Man page Source code
bayesclass.mlbench.cassini Man page
bayesclass.mlbench.circle Man page
bayesclass.mlbench.cuboids Man page
bayesclass.mlbench.ringnorm Man page Source code
bayesclass.mlbench.threenorm Man page Source code
bayesclass.mlbench.twonorm Man page Source code
bayesclass.mlbench.xor Man page
bayesclass.noerr Man page Source code
hypercube Man page Source code
mlbench.1spiral Man page Source code
mlbench.2dnormals Man page Source code
mlbench.cassini Man page Source code
mlbench.circle Man page Source code
mlbench.corners Man page Source code
mlbench.cuboids Man page Source code
mlbench.friedman1 Man page Source code
mlbench.friedman2 Man page Source code
mlbench.friedman3 Man page Source code
mlbench.hypercube Man page Source code
mlbench.peak Man page Source code
mlbench.ringnorm Man page Source code
mlbench.shapes Man page Source code
mlbench.simplex Man page Source code
mlbench.smiley Man page Source code
mlbench.spirals Man page Source code
mlbench.threenorm Man page Source code
mlbench.twonorm Man page Source code
mlbench.waveform Man page Source code
mlbench.xor Man page Source code
plot.mlbench Man page Source code
simplex Man page Source code

Files

MD5
NAMESPACE
Data-Administration.R
data
data/Sonar.rda
data/Servo.rda
data/HouseVotes84.rda
data/BostonHousing.rda
data/Glass.rda
data/Soybean.rda
data/BreastCancer.rda
data/Zoo.rda
data/Vehicle.rda
data/Ozone.rda
data/Satellite.rda
data/PimaIndiansDiabetes.rda
data/Vowel.rda
data/Shuttle.rda
data/Ionosphere.rda
data/PimaIndiansDiabetes2.rda
data/DNA.rda
data/BostonHousing2.rda
data/LetterRecognition.rda
README
inst
inst/CITATION
man
man/Shuttle.Rd
man/Vehicle.Rd
man/Sonar.Rd
man/mlbench.cuboids.Rd
man/HouseVotes84.Rd
man/DNA.Rd
man/mlbench.xor.Rd
man/Ionosphere.Rd
man/as.data.frame.mlbench.Rd
man/mlbench.circle.Rd
man/mlbench.spirals.Rd
man/Ozone.Rd
man/mlbench.shapes.Rd
man/BreastCancer.Rd
man/mlbench.friedman3.Rd
man/Servo.Rd
man/mlbench.2dnormals.Rd
man/BostonHousing.Rd
man/Glass.Rd
man/mlbench.friedman2.Rd
man/Vowel.Rd
man/mlbench.ringnorm.Rd
man/mlbench.cassini.Rd
man/Zoo.Rd
man/mlbench.smiley.Rd
man/Satellite.Rd
man/mlbench.peak.Rd
man/mlbench.simplex.Rd
man/mlbench.waveform.Rd
man/PimaIndiansDiabetes.Rd
man/plot.mlbench.Rd
man/mlbench.friedman1.Rd
man/mlbench.twonorm.Rd
man/bayesclass.Rd
man/LetterRecognition.Rd
man/mlbench.threenorm.Rd
man/mlbench.hypercube.Rd
man/Soybean.Rd
src
src/waveform.c
NEWS
DESCRIPTION
R
R/mlbench-regression.R
R/mlbench-class.R
mlbench documentation built on May 20, 2017, 3:08 a.m.

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