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Table 1 The confusion matrix: each pair (actual value; predicted value) falls into one of the four listed categories

From: Ten quick tips for machine learning in computational biology

 

predicted positive

predicted negative

actual positive

TP (true positives)

FN (false negatives)

actual negative

FP (false positives)

TN (true negatives)