mlbench v0.5-1

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Machine Learning Benchmark Problems

A collection of artificial and real-world machine learning benchmark problems, including, e.g., the Boston housing data from the UCI repository.

Functions in mlbench

Name Description
BostonHousing Boston Housing Data
PimaIndiansDiabetes Pima Indians Diabetes Database
mlbench.spirals Two Spirals Benchmark Problem
HouseVotes84 United States Congressional Voting Records 1984
LetterRecognition Letter Image Recognition Data
BreastCancer Wisconsin Breast Cancer Database
mlbench.friedman3 Benchmark Problem Friedman 3
plot.mlbench Plot mlbench objects
Glass Glass Identification Database
Ozone Los Angeles ozone pollution data, 1976
Ionosphere Johns Hopkins University Ionosphere database
Servo Servo Data
Shuttle Shuttle Dataset (Statlog version)
Sonar Sonar, Mines vs. Rocks
mlbench.peak Peak Benchmark Problem
mlbench.cassini Cassini: A 2 Dimensional Problem
mlbench.2dnormals 2-dimensional Gaussian Problem
Soybean Soybean Database
mlbench.ringnorm Ringnorm Benchmark Problem
Vehicle Vehicle Silhouettes
mlbench.threenorm Threenorm Benchmark Problem
bayesclass Bayes classifier
mlbench.cuboids Cuboids: A 3 Dimensional Problem
Vowel Vowel Recognition (Deterding data)
mlbench.circle Circle in a Square Problem
mlbench.twonorm Twonorm Benchmark Problem
mlbench.friedman1 Benchmark Problem Friedman 1
mlbench.xor Continuous XOR Benchmark Problem
mlbench.waveform Waveform Database Generator (written in C)
Satellite Landsat Multi-Spectral Scanner Image Data
mlbench.friedman2 Benchmark Problem Friedman 2
as.data.frame.mlbench Convert an mlbench object to a dataframe
DNA Primate splice-junction gene sequences (DNA)
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Date 2001/05/15
License Free for non-commercial purposes. See the file README and the help pages of the data sets for details.

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