A semi-dependent decomposition approach to learn hierarchical classifiers
نویسندگان
چکیده
منابع مشابه
A semi-dependent decomposition approach to learn hierarchical classifiers
In hierarchical classification, classes are arranged in a hierarchy represented by a tree or a forest, and each example is labeled with a set of classes located on paths from roots to leaves or internal nodes. In other words, both multiple and partial paths are allowed. A straightforward approach to learn a hierarchical classifier, usually used as a baseline method, consists in learning one bin...
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ژورنال
عنوان ژورنال: Pattern Recognition
سال: 2010
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2010.06.001