Improved model for robust and effective decision tree
Na Dong · Journal of Computer Applications · 2008
The robust and effective decision tree improved model AID3 was introduced.The model was based on ID3,but it was improved in attribute selection.The modified information gain of certain node was calculated by using attribution value association parameter,and attributed with the highest information gain was chosen as the test attribute for the current node.The experiment has proved that AID3 decision tree model improved the accuracy and robustness of classification.