The formal model of data mining algorithms for parallelize algorithms

Abstract

The present paper describes the formal model of data mining algorithms. These models consider each data mining algorithm as a sequence of operations. This allows us to determine ways for parallel execution of data mining algorithms. The software implementation of the formal model is executed on the Java language. A few data mining algorithms were developed on the basis of the suggested formal modal. The algorithm k-means is described in the paper as the example.