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. 2010 Aug 31;5(8):e12382. doi: 10.1371/journal.pone.0012382

Table 4. Changes in sensitivity and specificity, total change and change in F1 score when threshold relaxation is applied.

Methods Inline graphicSensitivity Inline graphicSpecificity Inline graphicTotal Inline graphic
SPMap 20.80 −9.94 10.86 0.14
BLAST-kNN 4.13 −3.44 0.69 −0.10
Pepstats-SVM 62.66 −21.17 41.49 0.26
Voting 21.68 −5.86 15.82 −0.14
Mean 24.02 −4.95 19.07 −0.13
Weighted Mean 15.56 −3.96 11.60 −0.14
Addition 25.63 −6.19 19.44 −0.05

A positive value indicates an increase whereas a negative value indicates a decrease.