Package: mlbench 2.1-11

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.

Authors:Friedrich Leisch [aut], Evgenia Dimitriadou [aut], Kurt Hornik [cre], Matthias Templ [ctb]

mlbench_2.1-11.tar.gz
mlbench_2.1-11.zip(r-4.7-x86_64)mlbench_2.1-11.zip(r-4.7-arm64)mlbench_2.1-11.zip(r-4.6-x86_64)mlbench_2.1-11.zip(r-4.6-arm64)mlbench_2.1-11.zip(r-4.5-x86_64)
mlbench_2.1-11.tgz(r-4.6-x86_64)mlbench_2.1-11.tgz(r-4.6-arm64)mlbench_2.1-11.tgz(r-4.5-x86_64)mlbench_2.1-11.tgz(r-4.5-arm64)
mlbench_2.1-11.tar.gz(r-4.7-arm64)mlbench_2.1-11.tar.gz(r-4.7-x86_64)mlbench_2.1-11.tar.gz(r-4.6-arm64)mlbench_2.1-11.tar.gz(r-4.6-x86_64)
mlbench_2.1-11.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
mlbench/json (API)

# Install 'mlbench' in R:
install.packages('mlbench', repos = c('https://kurthornik.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

9.68 score 2 stars 69 packages 8.1k scripts 36k downloads 8 mentions 20 exports 0 dependencies

Last updated from:cac2900621. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK88
linux-devel-x86_64OK104
source / vignettesOK132
linux-release-arm64OK81
linux-release-x86_64OK97
macos-release-arm64OK122
macos-release-x86_64OK156
macos-oldrel-arm64OK89
macos-oldrel-x86_64OK273
windows-devel-arm64OK190
windows-devel-x86_64OK130
windows-release-arm64OK186
windows-release-x86_64OK82
windows-oldrel-x86_64OK58
wasm-releaseOK74

Exports:bayesclassmlbench.1spiralmlbench.2dnormalsmlbench.cassinimlbench.circlemlbench.cuboidsmlbench.friedman1mlbench.friedman2mlbench.friedman3mlbench.hypercubemlbench.peakmlbench.ringnormmlbench.shapesmlbench.simplexmlbench.smileymlbench.spiralsmlbench.threenormmlbench.twonormmlbench.waveformmlbench.xor

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
Convert an mlbench object to a dataframeas.data.frame.mlbench
Bayes classifierbayesclass bayesclass.mlbench.2dnormals bayesclass.mlbench.cassini bayesclass.mlbench.circle bayesclass.mlbench.cuboids bayesclass.mlbench.ringnorm bayesclass.mlbench.threenorm bayesclass.mlbench.twonorm bayesclass.mlbench.xor bayesclass.noerr
Boston Housing DataBostonHousing BostonHousing2
Wisconsin Breast Cancer DatabaseBreastCancer
Primate splice-junction gene sequences (DNA)DNA
Glass Identification DatabaseGlass
United States Congressional Voting Records 1984HouseVotes84
Johns Hopkins University Ionosphere databaseIonosphere
Letter Image Recognition DataLetterRecognition
2-dimensional Gaussian Problemmlbench.2dnormals
Cassini: A 2 Dimensional Problemmlbench.cassini
Circle in a Square Problemmlbench.circle
Cuboids: A 3 Dimensional Problemmlbench.cuboids
Benchmark Problem Friedman 1mlbench.friedman1
Benchmark Problem Friedman 2mlbench.friedman2
Benchmark Problem Friedman 3mlbench.friedman3
Corners of Hypercubehypercube mlbench.hypercube
Peak Benchmark Problemmlbench.peak
Ringnorm Benchmark Problemmlbench.ringnorm
Shapes in 2dmlbench.shapes
Corners of d-dimensional Simplexmlbench.simplex simplex
The Smileymlbench.smiley
Two Spirals Benchmark Problemmlbench.1spiral mlbench.spirals
Threenorm Benchmark Problemmlbench.threenorm
Twonorm Benchmark Problemmlbench.twonorm
Waveform Database Generatormlbench.waveform
Continuous XOR Benchmark Problemmlbench.xor
Los Angeles ozone pollution data, 1976Ozone
Plot mlbench objectsplot.mlbench
Landsat Multi-Spectral Scanner Image DataSatellite
Servo DataServo
Shuttle Dataset (Statlog version)Shuttle
Sonar, Mines vs. RocksSonar
Soybean DatabaseSoybean
Synthetic Diabetes DatabaseSynthDiabetes SynthDiabetes2
Vehicle SilhouettesVehicle
Vowel Recognition (Deterding data)Vowel
Zoo DataZoo