Table 6.
Method | Blind test set | |||||
---|---|---|---|---|---|---|
Positive | Negative | Overall | ||||
#Correct | Accuracy | #Correct | Accuracy | F1 | Accuracy | |
sORFfinder | 708 | 0.86 | 506 | 0.89 | 0.89 | 0.87 |
MiPepid (our method) | 789 | 0.96 | 542 | 0.96 | 0.96 | 0.96 |
positive: the positive subset of the blind test set;
negative: the negative subset of the blind test set;
overall: the overall performance on the blind test set;
#correct: the number of correctly classified cases by a method;
accuracy: #correct divided by the total number of cases in that dataset/subset;
F1: the F1 score