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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