You start with TP = TN = FP = FN = 0. Now you go through your testing set and increment TP, if your label matches and is positive. You increment TN if your label matches and is negative, a.s.o. At. A precision-recall curve. The code above shows how to plot the curves using native ggplot2 functions. If you don’t feel like writing extra code, there is also a handy function called autoplot that accepts the output of roc_curve or pr_curve and plots the curves correspondingly. Calculating area under curve.

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