GPAttributeGeneration: Genetic Programming Attribute Generation

Author:Colin Noakes <c.noakes-07{[at]}lboro.ac.uk>
Maintainer:Colin Noakes <c.noakes-07{[at]}lboro.ac.uk>

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.

All available versions:
Latest
1.0.0