Question: End points of ROC, DET, PRC: For a binary classification task with a dataset of N negative samples and P positive samples, what are the
End points of ROC, DET, PRC: For a binary classification task with a dataset of N negative samples and P positive samples, what are the coordinates of the two end points ordered by the X coordinates of the
following curves?
ROC y TPR vs xFPR
DETyFNR vs xFPR
PRC y precision vs x recall where the sample with the biggest likelihood is positive.
PRC y precision vs x recall where the sample with the biggest likelihood is negative which is rare but it could happen
Note that if an end point has or NaN, not a number as its component, then it is not a legal end point since we cannot plot it In this case, you need to adopt the nextprevious nonNaN end point.
I already know the endpoints of ROC and DET, and I need to know the detailed explanations of the last two questions of PRC Thanks.
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