The asymptotic probability of error for an unsupervised learning system with two unknown mean vectors, which are estimated by "decision-directed" estimators, is investigated. Theoretical solutions are obtained for various class probabilities and signal-to-noise ratios by utilizing a digital computer.
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J. Costello (1968) studied this question.
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