DocumentCode
3174269
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
Volume
2
fYear
1994
fDate
9-13 Oct 1994
Firstpage
544
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICPR.1994.577015
Filename
577015
Link To Document