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.