Title :
Interconnection between features properties and probability of error in statistical recognition of two classes
Author :
Fainzilberg, Leonid S.
Author_Institution :
Glushkov Inst. of Cybern., Kiev, Ukraine
Abstract :
The concept of informative and useful features in statistical recognition of two classes is introduced. It is demonstrated that any feature can be informative but not useful in combination with other features. The sufficient conditions which assume the usefulness of feature according to error probability are consider
Keywords :
pattern recognition; entropy; error probability; features properties; pattern recognition; statistical recognition; sufficient conditions; two class problem; Bayesian methods; Cybernetics; Entropy; Error probability; Pattern recognition; Sufficient conditions; Tin; Uncertainty; Virtual manufacturing;
Conference_Titel :
Pattern Recognition, 1994. Vol. 2 - Conference B: Computer Vision & Image Processing., Proceedings of the 12th IAPR International. Conference on
Conference_Location :
Jerusalem
Print_ISBN :
0-8186-6270-0
DOI :
10.1109/ICPR.1994.577015
