Vladimir N. Shats

On the Matrices of Pairwise Frequencies of Categorical Attributes for Objects Classification

2019 · Journal of Intelligent Learning Systems and Applications

This paper proposes two new algorithms for classifying objects with categorical attributes. These algorithms are derived from the assumption that the attributes of different object classes have different probability distributions. One algorithm classifies objects based …