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Pattern Classifiers and Trainable Machines (Paperback, Softcover reprint of the original 1st ed. 1981)
Loot Price: R1,557
Discovery Miles 15 570
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Pattern Classifiers and Trainable Machines (Paperback, Softcover reprint of the original 1st ed. 1981)
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This book is the outgrowth of both a research program and a
graduate course at the University of California, Irvine (UCI) since
1966, as well as a graduate course at the California State
Polytechnic University, Pomona (Cal Poly Pomona). The research
program, part of the UCI Pattern Recogni tion Project, was
concerned with the design of trainable classifiers; the graduate
courses were broader in scope, including subjects such as feature
selection, cluster analysis, choice of data set, and estimates of
probability densities. In the interest of minimizing overlap with
other books on pattern recogni tion or classifier theory, we have
selected a few topics of special interest for this book, and
treated them in some depth. Some of this material has not been
previously published. The book is intended for use as a guide to
the designer of pattern classifiers, or as a text in a graduate
course in an engi neering or computer science curriculum. Although
this book is directed primarily to engineers and computer
scientists, it may also be of interest to psychologists,
biologists, medical scientists, and social scientists."
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