Table 1 Performance on the testing set for the SVM-based model.

From: Deep-RBPPred: Predicting RNA binding proteins in the proteome scale based on deep learning

Model

SVM-imbalance

SVM-balance

Dataset

S

H

A

S

H

A

ACC

0.75

0.80

0.71

0.76

0.74

0.85

SN

0.56

0.64

0.65

0.83

0.81

0.83

SP

0.90

0.93

1.0

0.71

0.70

0.92

AUC

0.86

0.88

0.93

0.85

0.85

0.92

MCC

0.50

0.60

0.47

0.54

0.50

0.60

  1. *H, S, and A stand for H. sapiens, S. cerevisiae, and A. thaliana species respectively.
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