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Table 10 Comparison of the overall success rate between two single information model and fusion model on Dataset 1 and Dataset 2

From: Accurate classification of membrane protein types based on sequence and evolutionary information using deep learning

Method

Dataset 1

Dataset 2

 

Validation set

Testing set

Validation set

Testing set

Sequence information model

85.54%

91.58%

83.25%

89.18%

Evolutionary information model

90.46%

94.02%

80.98%

89.79%

Fusion model

—

95.68%

—

92.98%

  1. Note: Best performing method in bold.