Applying a modified AUC to gene ranking
نویسندگان
چکیده
منابع مشابه
Efficient AUC Optimization for Information Ranking Applications
Adequate evaluation of an information retrieval system to estimate future performance is a crucial task. Area under the ROC curve (AUC) is widely used to evaluate the generalization of a retrieval system. However, the objective function optimized in many retrieval systems is the error rate and not the AUC value. This paper provides an efficient and effective non-linear approach to optimize AUC ...
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ژورنال
عنوان ژورنال: Communications for Statistical Applications and Methods
سال: 2018
ISSN: 2383-4757
DOI: 10.29220/csam.2018.25.3.307