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Table 1 Comparison of the evaluation measurements of NClassG+, SecretomeP 2.0 and SecretP 2.0 for the classification of Gram-positive bacterial proteins

From: NClassG+: A classifier for non-classically secreted Gram-positive bacterial proteins

 

NClassG+

SecretomeP 2.0

SecretP 2.0

 

Split set a3

Test set

Split set a3

Test set

Split set a3

Test set

Accuracy

0.88

0.90

0.88

0.84

0.69

0.83

MCC

0.77

0.71

0.76

0.52

0.46

0.50

Specificity

0.92

0.97

0.88

0.71

1.00

0.99

Sensitivity

0.84

0.87

0.86

0.54

0.34

0.32

  1. The split set is a partition of the learning data set used in the training process, and the test set corresponds to the independent set used in the final test only for comparing the performance of NClassG+, SecretomeP 2.0 and SecretP 2.0. The split sets (a3) correspond to the ones reported in Figure 2 (B step).