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As a classiier, a Set Enumeration (SE) tree can be viewed as a generalization of decision trees. We empirically characterize domains in which SE-trees are particularly advantageous relative to decision trees. Speciically, we show that: 1. SE-trees excel in domains in which relatively few examples are available; and 2. SE-trees excel in noisy domains. In noisy domains, we discover that SE-trees ...
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ژورنال
عنوان ژورنال: Transfusion
سال: 2020
ISSN: 0041-1132,1537-2995
DOI: 10.1111/trf.15660