Table 1.
Performance statistics of our classifier on prediction of blood-secreted protein and non-blood-secreted proteins in the training, testing and independent evaluation sets
Dataset | Blood-secreted |
Non-blood-secreted |
Prediction accuracy |
||||||
---|---|---|---|---|---|---|---|---|---|
TP | FN | TN | FP | SE (%) | SP (%) | Q (%) | MCC | AUC | |
Training | 151 | 0 | 6545 | 0 | 100 | 100 | 100 | 1.00 | 1.00 |
Testing | 46 | 5 | 3253 | 52 | 90.2 | 98.4 | 98.3 | 0.64 | 0.94 |
Evaluation | 44 | 3 | 3237 | 59 | 93.6 | 98.2 | 98.1 | 0.63 | 0.95 |