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Receiver Operating Characteristic, also known as the ROC curve, is a graphical plot that illustrates the diagnostic ability of a binary classifier system at different thresholds

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Calculate AUC based on TPR and FPR

There's nothing more practical than a good theory! You need to graph TPR against FPR (for example, for t=0.1, TPR=0.81 and FPR=0.98, this gives you one point of the graph). The image below takes …
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