Fusing Complete Monotonic Decision Trees.
IEEE Transactions on Knowledge and Data Engineering(2017)
摘要
Monotonic classification is a kind of classification task in which a monotonicity constraint exist between features and class, i.e., if sample xi has a higher value in each feature than sample xj, it should be assigned to a class with a higher level than the level of xj's class. Several methods have been proposed, but they have some limits such as with limited kind of data or limited classificatio...
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关键词
Decision trees,Information systems,Data mining,Vegetation,Education,Entropy,Algorithm design and analysis
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