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[zz]True positives (TP), true negatives (TN), false positives (FP), and false negatives (FN)

2011-02-23 22:26 393 查看
http://www.gepsoft.com/Gepsoft/APS3KB/Chapter09/Section2/SS03.htm

True positives (TP), true negatives (TN),
false positives (FP), and false negatives
(FN), are the four different possible outcomes of a single prediction
for a two-class case with classes “1” (“yes”) and “0” (“no”). A
false positive is when the outcome is incorrectly
classified as “yes” (or “positive”), when it is in fact “no” (or
“negative”). A
false negative is when the outcome is incorrectly
classified as negative when it is in fact positive.
True positives and true negatives are
obviously correct classifications.

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