CHANGELOG.txt in decisiontree-0.2.0 vs CHANGELOG.txt in decisiontree-0.3.0

- old
+ new

@@ -5,5 +5,13 @@ 0.2.0 - Jul. 07/07 * Modified and improved by Jose Ignacio (joseignacio.fernandez@gmail.com) * Added support for multiple, and symbolic outputs and graphing of continuos trees. * Modified to return the default value when no branches are suitable for the input. * Refactored entropy code. + +0.3.0 - Sept. 15/07 + * ID3Tree can now handle inconsistent datasets. + * Ruleset is a new class that trains an ID3Tree with 2/3 of the training data, + converts it into a set of rules and prunes the rules with the remaining 1/3 + of the training data (in a C4.5 way). + * Bagging is a bagging-based trainer (quite obvious), which trains 10 Ruleset + trainers and when predicting chooses the best output based on voting.