Search Results - "Yousef, W.A."
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Assessing Classifiers from Two Independent Data Sets Using ROC Analysis: A Nonparametric Approach
Published in IEEE transactions on pattern analysis and machine intelligence (01-11-2006)“…This paper considers binary classification. We assess a classifier in terms of the area under the ROC curve (AUC). We estimate three important parameters, the…”
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Journal Article -
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Comparison of non-parametric methods for assessing classifier performance in terms of ROC parameters
Published in 33rd Applied Imagery Pattern Recognition Workshop (AIPR'04) (2004)“…The most common metric to assess a classifier's performance is the classification error rate, or the probability of misclassification (PMC). Receiver operating…”
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Conference Proceeding