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Comments on ``An Adaptive Pattern Classification System''

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3 Author(s)
Enarson, J. W. ; Dept. of Elec. Eng., University of Alberta, Edmonton, Alta., Canada ; Gourishankar, V. ; Ahmed, N. U.

The results of the above paper,1 concerning a simulation study of an adaptive pattern classification procedure using a mean-square error performance criterion and using an estimated Bayes rule procedure, are compared with theoretical solutions obtained by using an exact Bayes rule procedure. An inherent defect of the mean-square error criterion is also pointed out, and a comparison between a system using this criterion and two other systems is made.

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Systems, Man and Cybernetics, IEEE Transactions on  (Volume:SMC-1 ,  Issue: 1 )