Package: mlbench 2.1-6

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]

mlbench_2.1-6.tar.gz
mlbench_2.1-6.zip(r-4.5)mlbench_2.1-6.zip(r-4.4)mlbench_2.1-6.zip(r-4.3)
mlbench_2.1-6.tgz(r-4.5-x86_64)mlbench_2.1-6.tgz(r-4.5-arm64)mlbench_2.1-6.tgz(r-4.4-x86_64)mlbench_2.1-6.tgz(r-4.4-arm64)mlbench_2.1-6.tgz(r-4.3-x86_64)mlbench_2.1-6.tgz(r-4.3-arm64)
mlbench_2.1-6.tar.gz(r-4.5-noble)mlbench_2.1-6.tar.gz(r-4.4-noble)
mlbench_2.1-6.tgz(r-4.4-emscripten)mlbench_2.1-6.tgz(r-4.3-emscripten)
mlbench.pdf |mlbench.html✨
mlbench/json (API)
NEWS

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

Peer review:

Datasets:

On CRAN:

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

8.87 score 2 stars 54 packages 5.0k scripts 29k downloads 8 mentions 21 exports 0 dependencies

Last updated 30 days agofrom:39868838a9. Checks:11 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 29 2025
R-4.5-win-x86_64OKJan 29 2025
R-4.5-mac-x86_64OKJan 29 2025
R-4.5-mac-aarch64OKJan 29 2025
R-4.5-linux-x86_64OKJan 29 2025
R-4.4-win-x86_64OKJan 29 2025
R-4.4-mac-x86_64OKJan 29 2025
R-4.4-mac-aarch64OKJan 29 2025
R-4.3-win-x86_64OKJan 29 2025
R-4.3-mac-x86_64OKJan 29 2025
R-4.3-mac-aarch64OKJan 29 2025

Exports:bayesclassmlbench.1spiralmlbench.2dnormalsmlbench.cassinimlbench.circlemlbench.cornersmlbench.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.corners 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
Pima Indians Diabetes DatabasePimaIndiansDiabetes PimaIndiansDiabetes2
Plot mlbench objectsplot.mlbench
Landsat Multi-Spectral Scanner Image DataSatellite
Servo DataServo
Shuttle Dataset (Statlog version)Shuttle
Sonar, Mines vs. RocksSonar
Soybean DatabaseSoybean
Vehicle SilhouettesVehicle
Vowel Recognition (Deterding data)Vowel
Zoo DataZoo