Our software library provides a free download of GaTree 2.0. Our built-in antivirus checked this download and rated it as 100% safe. The most popular version of the tool 2.0. The actual developer of the software is GATree. The program lies within System Utilities, more precisely General. Commonly, this program's installer has the following filename: GATree.exe. The current setup file available for download occupies 1.9 MB on disk.
From the developer:
This work is an attempt to overcome the use of greedy heuristics and search the decision tree space in a natural way. More specifically, we make use of genetic algorithms to directly evolve binary decision trees in the conquest for the one that most closely matches the target concept.
On doing so we adopt a natural representation of the search space using actual decision trees and not binary strings. We couple our objective with a simplification motivation. We use GAs to robustly evolve accurate as well as simple decision trees.
- GATree can continue decision tree evolution for as long as needed. If we have ample resources then we can expect an increasingly best-fit decision tree.
You may want to check out more software, such as ResChanger 2005, iPHUC for Windows or Easy2Sync, which might be related to GaTree.