Accession Number : AD0443844


Title :   STATISTICAL ANALYSIS OF ADAPTIVE LINEAR CLASSIFIERS,


Corporate Author : STANFORD UNIV CA STANFORD ELECTRONICS LABS


Personal Author(s) : Groner, G F


Report Date : Apr 1964


Pagination or Media Count : 102


Abstract : Contents note: The Pattern-Recognition Problem; An Adaptive Threshold Element; Fundamentals of Statistical Decision Theory; A Statistical Decription of the Characteristics of an Adaptive Threshold Element; The Use of the Patterns; Networks of Adalines; Some Experiments with Various Classifiers; The Preprocessor as a Measurement Selector; The Preprocessor as a Quantizer; and Some Experiments with Various Preprocessors.


Descriptors :   *PATTERN RECOGNITION , *ADAPTIVE CONTROL SYSTEMS , OPTIMIZATION , STATISTICAL ANALYSIS , CLASSIFICATION , LINEAR SYSTEMS , DATA PROCESSING , NETWORKS , COMPUTERS , DECISION MAKING , SAMPLING , SEQUENTIAL ANALYSIS , MEASUREMENT , AUTOMATA


Distribution Statement : APPROVED FOR PUBLIC RELEASE