Fusing Complete Monotonic Decision Trees.

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...