Analysis of the Results of Application of the VKF System: Successes and an Open Problem

摘要

This paper describes the software implementation of the VKF method for data mining that was successfully applied to two datasets from UCI Machine Learning Repository. A simplified version of the VKF system for searching for a random subset demonstrated an impressive speed of its operation. The theoretical result explaining the observed phenomenon will be proven. The general case is not yet amenable to such an analysis; however, even in the general case the speed of operation is very high.