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Table 5 Discrimination accuracy between two different transporters

From: Functional discrimination of membrane proteins using machine learning techniques

 

5-fold cross-validation accuracy (%)

 

F1

F2

F3

Occurrence

F1

-

86.8

73.2

F2

86.8

-

80.5

F3

73.2

80.5

-

Composition

F1

-

81.4

71.8

F2

81.4

-

77.1

F3

71.8

77.1

-

  1. Highest accuracy is shown.
  2. F1: channels/pores
  3. F2: electrochemical potential-driven transporters
  4. F3: primary active transporters