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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)