Machine Learning Benchmark Problems


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Documentation for package ‘mlbench’ version 2.1-3

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as.data.frame.mlbench Convert an mlbench object to a dataframe
bayesclass Bayes classifier
bayesclass.mlbench.2dnormals Bayes classifier
bayesclass.mlbench.cassini Bayes classifier
bayesclass.mlbench.circle Bayes classifier
bayesclass.mlbench.cuboids Bayes classifier
bayesclass.mlbench.ringnorm Bayes classifier
bayesclass.mlbench.threenorm Bayes classifier
bayesclass.mlbench.twonorm Bayes classifier
bayesclass.mlbench.xor Bayes classifier
bayesclass.noerr Bayes classifier
BostonHousing Boston Housing Data
BostonHousing2 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
hypercube Corners of Hypercube
Ionosphere Johns Hopkins University Ionosphere database
LetterRecognition Letter Image Recognition Data
mlbench.1spiral Two Spirals Benchmark Problem
mlbench.2dnormals 2-dimensional Gaussian Problem
mlbench.cassini Cassini: A 2 Dimensional Problem
mlbench.circle Circle in a Square Problem
mlbench.corners Corners of Hypercube
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
PimaIndiansDiabetes2 Pima Indians Diabetes Database
plot.mlbench Plot mlbench objects
Satellite Landsat Multi-Spectral Scanner Image Data
Servo Servo Data
Shuttle Shuttle Dataset (Statlog version)
simplex Corners of d-dimensional Simplex
Sonar Sonar, Mines vs. Rocks
Soybean Soybean Database
Vehicle Vehicle Silhouettes
Vowel Vowel Recognition (Deterding data)
Zoo Zoo Data