'How to calculate TP/TN/FP/FN from binary value pairs in Python?
I want to write a Python function that on a binary value input pair (truth, prediction) gives back True Positive/True Negative/False Positive/False Negative values according their input. So far I have reached the required output with this:
def func(truth, prediction):
if prediction == 1:
if truth == 1:
return "TP"
else:
return "FP"
elif truth == 1:
return "FN"
else:
return "TN"
However, this seems a but clunky solution, is there a shorter, more elegant way?
(The input pair is supposed to be a binary integer 0/1)
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