# Machine Learning Benchmark Problems

## Documentation for package ‘mlbench’ version 2.1-3.1

- DESCRIPTION file.
- Package NEWS.

## Help Pages

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