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Open Access Publications from the University of California

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Advancing Faculty Diversity Program

There are 8 publications in this collection, published between 2022 and 2024.
Recent Publications (8)

A neutral zone classifier for three classes with an application to text mining

A classifier may be limited by its conditional misclassification rates more than its overall misclassification rate. In the case that one or more of the conditional misclassification rates are high, a neutral zone may be introduced to decrease and possibly balance the misclassification rates. In this paper, a neutral zone is incorporated into a three-class classifier with its region determined by controlling conditional misclassification rates. The neutral zone classifier is illustrated with a text mining application that classifies written comments associated withstudent evaluations of teaching.

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