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mlbench (version 2.1-0)
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
39,729
Version
2.1-0
License
GPL-2
Maintainer
Friedrich Leisch
Last Published
October 8th, 2010
Functions in mlbench (2.1-0)
Search all functions
HouseVotes84
United States Congressional Voting Records 1984
Shuttle
Shuttle Dataset (Statlog version)
mlbench.friedman1
Benchmark Problem Friedman 1
Vehicle
Vehicle Silhouettes
mlbench.friedman3
Benchmark Problem Friedman 3
Glass
Glass Identification Database
as.data.frame.mlbench
Convert an mlbench object to a dataframe
Servo
Servo Data
mlbench.hypercube
Corners of Hypercube
mlbench.2dnormals
2-dimensional Gaussian Problem
Ionosphere
Johns Hopkins University Ionosphere database
BostonHousing
Boston Housing Data
mlbench.spirals
Two Spirals Benchmark Problem
mlbench.cuboids
Cuboids: A 3 Dimensional Problem
Sonar
Sonar, Mines vs. Rocks
mlbench.twonorm
Twonorm Benchmark Problem
mlbench.waveform
Waveform Database Generator
mlbench.cassini
Cassini: A 2 Dimensional Problem
Vowel
Vowel Recognition (Deterding data)
BreastCancer
Wisconsin Breast Cancer Database
mlbench.friedman2
Benchmark Problem Friedman 2
DNA
Primate splice-junction gene sequences (DNA)
Soybean
Soybean Database
bayesclass
Bayes classifier
mlbench.peak
Peak Benchmark Problem
Ozone
Los Angeles ozone pollution data, 1976
mlbench.circle
Circle in a Square Problem
PimaIndiansDiabetes
Pima Indians Diabetes Database
plot.mlbench
Plot mlbench objects
mlbench.ringnorm
Ringnorm Benchmark Problem
mlbench.xor
Continuous XOR Benchmark Problem
Satellite
Landsat Multi-Spectral Scanner Image Data
mlbench.shapes
Shapes in 2d
Zoo
Zoo Data
mlbench.simplex
Corners of d-dimensional Simplex
mlbench.threenorm
Threenorm Benchmark Problem
mlbench.smiley
The Smiley
LetterRecognition
Letter Image Recognition Data