| Author: | | Colin Noakes <c.noakes-07{[at]}lboro.ac.uk> |
| Category: | | Classification, Preprocessing |
| Date: | | 2012-06-12 |
| Depends: | | weka (>=3.7.5) |
| Description: | | This filter implements a genetic programming system to generate attributes suitable for a decision system such as J48. J48 is itself used to evolve polynomials of the original attributes that aid J48 in correctly classifying the dataset. Multi Objective Optimisation methods NSGA-II and Vector fitness that select on polynomial length, tree size and tree quality are also available. Based on previous work by Koza, Chris Hinde and Kalyanmoy Deb. |
| License: | | GPL 2.0|Mozilla |
| Maintainer: | | Colin Noakes <c.noakes-07{[at]}lboro.ac.uk> |
| PackageURL: | | http://gradients.lboro.ac.uk/cocn3/weka-GPAttributeGeneration1.0.0.zip |
| Related: | | J48 |
| Version: | | 1.0.0 |