Abstract:
This paper is concerned with the categorizing of patterns by means of linear decision functions,^{1}as developed by Highleyman [1], [2]. A new procedure for the estimatio...Show MoreMetadata
Abstract:
This paper is concerned with the categorizing of patterns by means of linear decision functions,^{1}as developed by Highleyman [1], [2]. A new procedure for the estimation of the optimum linear decision function is developed. This procedure determines the minimum estimation of the loss function with a sequential random method. An application of the procedure to the same problem as discussed in [1] and [2] yields better results than the procedure developed by Highleyman.
Published in: IEEE Transactions on Information Theory ( Volume: 12, Issue: 3, July 1966)