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Table 2 Performance accuracy of the proposed approach

From: Identification of donor splice sites using support vector machine: a computational approach based on positional, compositional and dependency features

Measure

Balanced

Imbalanced

Human

Cattle

Fish

Worm

Human

Cattle

Fish

Worm

AUC-ROC

96.05

96.94

96.95

96.24

97.21

97.45

97.41

98.06

AUC-PR

97.64

97.89

97.91

97.90

93.24

93.34

93.38

92.29

  1. The performance of the proposed approach is measured in terms of AUC-ROC and AUC-PR in all the four species under both balanced and imbalanced situations. It can be seen that the values of AUC-ROC is almost similar in all the four species under both situations, whereas the values of AUC-PR are higher in balanced case as compared to the imbalanced situation