ON SELECTING VARIABLES FOR PATTERN CLASSIFICATION.
INFORMATION RESEARCH ASSOCIATES INC LEXINGTON MASS
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The purpose of this report is two-fold. When the separating boundary between two pattern classes is a hyperplane, the effects of positive and negative correlations between the variables used to construct the hyperplane on the probability of misclassification are investigated. Secondly, a method for including or rejecting the variables in the hyperplane for a desired proportional gain at every stage is presented. Author
- Statistics and Probability