Эффективность критерия наименьших квадратов в задаче построения согласованного разбиения
The paper makes a brief introduction into multiple classifier systems and describes a particular algorithm which improves classification accuracy by making a recommendation of an algorithm to an object. This recommendation is done under a hypothesis that a classifier is likely to predict the label of the object correctly if it has correctly classified its neighbors. The process of assigning a classifier to each object involves here the apparatus of Formal Concept Analysis. We explain the principle of the algorithm on a toy example and describe experiments with real-world datasets.
Presentation of possibilities of the new for the humanities method of analyzing dynamics going into digital ranges - wavelet analysis method that, unlike traditional methods, does not constrain digital range mathematical characteristics strictly and also allows finding unobvious processes and natural laws is the aim of this work.