Geoinformatika 2009; 3 : 31-36

MULTIDIMENSIONAL CLASSIFICATION IN PROBLEMS OF MONITORING UNDERFLOODING BY MEANS OF REMOTE SENSING

Zhukov M.N., Makarenko A.M.

The article estimates the possibility of using the Bayes approach as compared to the SVM for monitoring underflooding problems. Ways of realization of the theoretically optimal criterion are considered. The conclusion about preference of the non-parametrical classification, which algorithm is described, is made. Techniques of enhancement of classification reliability are examined.