Receiver Operating Characteristic (ROC) analysis is a foundational statistical methodology for evaluating the discriminatory power of diagnostic tests and classification algorithms. It represents the ...
This paper formulates a mathematical model for generating receiver operating characteristic (ROC) curves without underlying data. Credit scoring practitioners know that the Gini coefficient usually ...
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