Analýza vlastností algoritmu Immunos-99

Abstract

The paper presents Immunos-99 as a novel approach to classification task. At first the analysis of behaviour for key steps of training phase is presented. Based on the results of this analysis is designed new version of Immunos-99 with parameterized dynamical tresholding. Algorithm Immunos-99 is used for municipal reditworthiness modelling and sensitivity analysis of parameters setting for this task is provided. Finally the comparison of results is presented.