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Adaptive Pattern Appendix assumed average Bayes1 binary words Block Boolean function class of patterns Comp computed cost of classifying described design data device digit distributions effective set estimate example Feature Extraction Handprinted Highleyman hyperplane IEEE Trans illustrated index of performance integral geometry Lainiotis lattice points Linear linearly separable located machine marginals means for categorization members of Class method micro-regions minimaxing multivariate density functions Nc classes Nc discriminant functions NH attributes number of attributes obtained optimum parameters pattern belongs pattern classes pattern points Pattern Recognition pattern space Perceptron PRD design priori probabilities probability density function problem Proc q units quadric receptor representative patterns Science and Cybernetics Section selected separate members separation surface set of attributes set of Nc simple shape step Stochastic Approximation Subsection surfaces of simple Systems Science tern test data Theory tion transformation units of probability unlabelled pattern values zero