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. 2019 Nov 8;20:559. doi: 10.1186/s12859-019-3033-9

Table 6.

Comparison with sORFfinder

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