Linear Modeling Theory
The ROC (Receiver Operating Characteristic) curve is a graphical representation used to evaluate the performance of a binary classification model by plotting the true positive rate against the false positive rate at various threshold settings. It provides insights into the trade-offs between sensitivity and specificity, helping to determine the optimal cut-off point for making predictions in models such as logistic regression.
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