Table 4. Changes in sensitivity and specificity, total change and change in F1 score when threshold relaxation is applied.
Methods | Sensitivity | Specificity | Total | |
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.