mlbench: Machine Learning Benchmark Problems

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

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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