mlbench v1.1-2
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Machine Learning Benchmark Problems
A collection of artificial and real-world machine learning
benchmark problems, including, e.g., several
data sets from the UCI repository.
Functions in mlbench
| Name | Description | |
| Servo | Servo Data | |
| HouseVotes84 | United States Congressional Voting Records 1984 | |
| BreastCancer | Wisconsin Breast Cancer Database | |
| Satellite | Landsat Multi-Spectral Scanner Image Data | |
| mlbench.friedman3 | Benchmark Problem Friedman 3 | |
| Shuttle | Shuttle Dataset (Statlog version) | |
| mlbench.peak | Peak Benchmark Problem | |
| mlbench.corners | Corners of Hypercube | |
| BostonHousing | Boston Housing Data | |
| Soybean | Soybean Database | |
| Vowel | Vowel Recognition (Deterding data) | |
| bayesclass | Bayes classifier | |
| Ozone | Los Angeles ozone pollution data, 1976 | |
| mlbench.cassini | Cassini: A 2 Dimensional Problem | |
| mlbench.circle | Circle in a Square Problem | |
| mlbench.ringnorm | Ringnorm Benchmark Problem | |
| LetterRecognition | Letter Image Recognition Data | |
| Ionosphere | Johns Hopkins University Ionosphere database | |
| mlbench.waveform | Waveform Database Generator (written in C) | |
| mlbench.twonorm | Twonorm Benchmark Problem | |
| mlbench.cuboids | Cuboids: A 3 Dimensional Problem | |
| mlbench.shapes | Shapes in 2d | |
| plot.mlbench | Plot mlbench objects | |
| DNA | Primate splice-junction gene sequences (DNA) | |
| mlbench.friedman2 | Benchmark Problem Friedman 2 | |
| as.data.frame.mlbench | Convert an mlbench object to a dataframe | |
| mlbench.spirals | Two Spirals Benchmark Problem | |
| PimaIndiansDiabetes | Pima Indians Diabetes Database | |
| Sonar | Sonar, Mines vs. Rocks | |
| Glass | Glass Identification Database | |
| Vehicle | Vehicle Silhouettes | |
| mlbench.friedman1 | Benchmark Problem Friedman 1 | |
| mlbench.threenorm | Threenorm Benchmark Problem | |
| mlbench.2dnormals | 2-dimensional Gaussian Problem | |
| mlbench.xor | Continuous XOR Benchmark Problem | |
| mlbench.smiley | The Smiley | |
| No Results! | ||
Last month downloads
Details
| Date | 2006-10-09 |
| License | Free for non-commercial purposes. See the file README and the help pages of the data sets for details. |
| ZipData | No |
| Packaged | Mon Oct 9 18:39:16 2006; leisch |
| suggests | e1071 , scatterplot3d |
| Contributors | Friedrich Leisch, Evgenia Original data sets from various sources |
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