%0 Conference Paper %1 citeulike:2521715 %A Freund, Yoav %A Mason, Llew %B Proc. 16th International Conf. on Machine Learning %D 1999 %I Morgan Kaufmann, San Francisco, CA %K boosting %P 124--133 %T The alternating decision tree learning algorithm, %U http://citeseer.ist.psu.edu/freund99alternating.html %X The application of boosting procedures to decision tree algorithms has been shown to produce very accurate classifiers. These classifiers are in the form of a majority vote over a number of decision trees. Unfortunately, these classifiers are often large, complex and difficult to interpret. This paper describes a new type of classification rule, the alternating decision tree, which is a generalization of decision trees, voted decision trees and voted decision stumps. At the same time...

@inproceedings{citeulike:2521715, abstract = {The application of boosting procedures to decision tree algorithms has been shown to produce very accurate classifiers. These classifiers are in the form of a majority vote over a number of decision trees. Unfortunately, these classifiers are often large, complex and difficult to interpret. This paper describes a new type of classification rule, the alternating decision tree, which is a generalization of decision trees, voted decision trees and voted decision stumps. At the same time...}, added-at = {2009-05-19T18:00:18.000+0200}, author = {Freund, Yoav and Mason, Llew}, biburl = {https://www.bibsonomy.org/bibtex/2fd2acddd9ae0827c2448c41cccd6211c/earthfare}, booktitle = {Proc. 16th International Conf. on Machine Learning}, citeulike-article-id = {2521715}, description = {CiteULike: Everyone's library}, interhash = {030d102d33daa5a86618cdc06cab6790}, intrahash = {fd2acddd9ae0827c2448c41cccd6211c}, keywords = {boosting}, pages = {124--133}, posted-at = {2009-05-19 06:44:53}, priority = {2}, publisher = {Morgan Kaufmann, San Francisco, CA}, timestamp = {2009-05-19T18:03:27.000+0200}, title = {The alternating decision tree learning algorithm,}, url = {http://citeseer.ist.psu.edu/freund99alternating.html}, year = 1999 }