Table 3. Performance comparison at different specificity levels for SHP-1-specific dephosphorylation site prediction.
Specificity level | High |
Middle |
Low |
||||||
---|---|---|---|---|---|---|---|---|---|
SPE | SEN | MCC | SPE | SEN | MCC | SPE | SEN | MCC | |
kNN-DEPHOS | 0.921 | 0.44 | 0.277 | – | – | – | 0.817 | 0.68 | 0.279 |
MGPS-DEPHOS | 0.900 | 0.600 | 0.343 | 0.850 | 0.700 | 0.327 | 0.800 | 0.780 | 0.315 |
CKSAAP-DEPHOS | 0.900 | 0.520 | 0.293 | 0.850 | 0.680 | 0.316 | 0.800 | 0.760 | 0.304 |
“–” denotes that the performance value was not available at the corresponding specificity level.