PNC2 Rule Induction System

Benchmarks

 Overview and Download
 Short Description

The PNC2 cluster algorithm was developed and compared to the most similiar existing algrithms using several freely available benchmarks. Take a look at my PhD thesis if you want to see the results. Below you find a short desciption of the benchmarks used and you may download them in a format directly readable to the PNC2 Rule Induction System. Most of the benchmarks originate from the UCI Machine Learning Repository. Go there if you want the original format/version or any additional info.


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Overview and Download

Benchmark Output
column
Classes Tuples Inputs nominal /
continous
Missing
features
Origin
Download Benchmark Australian 15 2 690 14 8/6 No UCI
Download Benchmark Cleveland 142 303 13 9/4 Yes UCI
Download Benchmark Chess-End-Game 372 3196 36 36/0 No UCI
Download Benchmark DNA 613 3175 60 0/60 No Delve
Download Benchmark Hepatitis 1 2 155 19 13/6 Yes UCI
Download Benchmark House-Votes-84 1 2 435 16 16/0 Yes UCI
Download Benchmark Iris 5 3 150 4 0/4 No UCI
Download Benchmark Letter-Recognition 1 26 20000 16 0/16 No UCI
Download Benchmark Mushrooms 1 2 8124 22 22/0 Yes UCI
Download Benchmark Segmentation 1 7 2130 19 0/19 No UCI
Download Benchmark Waveform 22 3 5000 21 0/21 No UCI
Download Benchmark Waveform+Noise 41 3 5000 40 0/40 No UCI
Download Benchmark Wine 1 3 178 13 0/13 No UCI

Note: The data sample DNA used by Delve was build from the one of the UCI repository by removing 15 data tuples.


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Short Description

last updated: 22 January 2004   © 2000-2004 by Lars Haendel