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mlbench (version 2.1-1)
Machine Learning Benchmark Problems
Description
A collection of artificial and real-world machine learning benchmark problems, including, e.g., several data sets from the UCI repository.
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Install
install.packages('mlbench')
Monthly Downloads
32,300
Version
2.1-1
License
GPL-2
Maintainer
Friedrich Leisch
Last Published
July 10th, 2012
Functions in mlbench (2.1-1)
Search functions
BreastCancer
Wisconsin Breast Cancer Database
as.data.frame.mlbench
Convert an mlbench object to a dataframe
mlbench.hypercube
Corners of Hypercube
mlbench.circle
Circle in a Square Problem
Servo
Servo Data
mlbench.cassini
Cassini: A 2 Dimensional Problem
LetterRecognition
Letter Image Recognition Data
mlbench.friedman1
Benchmark Problem Friedman 1
mlbench.ringnorm
Ringnorm Benchmark Problem
mlbench.friedman2
Benchmark Problem Friedman 2
mlbench.twonorm
Twonorm Benchmark Problem
mlbench.shapes
Shapes in 2d
Ionosphere
Johns Hopkins University Ionosphere database
Glass
Glass Identification Database
Ozone
Los Angeles ozone pollution data, 1976
mlbench.peak
Peak Benchmark Problem
Zoo
Zoo Data
HouseVotes84
United States Congressional Voting Records 1984
BostonHousing
Boston Housing Data
mlbench.smiley
The Smiley
mlbench.simplex
Corners of d-dimensional Simplex
Soybean
Soybean Database
mlbench.cuboids
Cuboids: A 3 Dimensional Problem
mlbench.spirals
Two Spirals Benchmark Problem
mlbench.threenorm
Threenorm Benchmark Problem
DNA
Primate splice-junction gene sequences (DNA)
PimaIndiansDiabetes
Pima Indians Diabetes Database
Vowel
Vowel Recognition (Deterding data)
bayesclass
Bayes classifier
mlbench.friedman3
Benchmark Problem Friedman 3
mlbench.waveform
Waveform Database Generator
plot.mlbench
Plot mlbench objects
Satellite
Landsat Multi-Spectral Scanner Image Data
Shuttle
Shuttle Dataset (Statlog version)
Vehicle
Vehicle Silhouettes
Sonar
Sonar, Mines vs. Rocks
mlbench.2dnormals
2-dimensional Gaussian Problem
mlbench.xor
Continuous XOR Benchmark Problem