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Abstract: An alternating decision tree is a model that generalizes decision trees and boosted decision trees. The main advantages of alternating decision trees over boosting regular decision trees are that they are easier to interpret for human experts and that they can be built ef- ciently. In this work, we introduce rst order alternating decision trees (FOADTs), an upgrade of alternating decision trees to rst order logic. (Update)
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BibTeX entry: (Update)
@misc{ darek-first,
author = "Anneleen Vanassche Darek",
title = "First Order Alternating Decision Trees",
url = "citeseer.ist.psu.edu/744710.html" }
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55 Pattern Recognition as Rule-Guided Inductive Inference (context) - Michalski - 1980
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31 Theories for mutagenicity: A study in rst-order and feature-.. (context) - Srinivasan, Muggleton et al. - 1996
29 Inductive constraint logic (context) - De Raedt, Van Laer - 1995
27 Top-down induction of rst order logical decision trees (context) - Blockeel, De Raedt - 1998
25 The alternating decision tree learning algorithm - Freund, Mason - 1999
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5 Boosting rst-order learning (context) - Quinlan - 1996
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