Suboptimal Sequential Decision Schemes With On-Line Feature Ordering

Authors:
A. B. Shahidul Hussain;R. W. Donaldson
Affiliations:
Bell-Northern Research Laboratory;-
Venue:
IEEE Transactions on Computers
Year:
1974

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Abstract

Sequential decision algorithms with on-line feature ordering and a limited look-ahead approximation are considered. The algorithms can be used with or without contextual constraints for multicategory pattern recognition problems. Computational complexity due to on-line ordering of features is analyzed and related to system performance. Computer simulated results are obtained using a standard data set (Munson's multiauthor handprinted character files) and a careful test procedure.