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Table 2 Values of Sn, Sp, ACC, ROC, and running time of predicted banana-Foc4 PPIs

From: Predicting protein–protein interactions between banana and Fusarium oxysporum f. sp. cubense race 4 integrating sequence and domain homologous alignment and neural network verification

Model

Test method

Sn(%)

Sp(%)

ACC(%)

ROC

Time(s)

LSTM

five-fold cross validation

90.75

98.52

94.45

0.94

54.37

independent test

85.81

92.85

89.78

0.87

58.63

SVM

five-fold cross validation

88.85

88.14

94.45

0.94

0.74

independent test

79.07

84.56

84.23

0.85

12.54