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Table 7 Performance of the three machine-learning classifiers on the TF & NonPF and TF & PPI datasets using 5-fold cross-validation (GM = generic model; BM = biological model)

From: Identification of transcription factor contexts in literature using machine learning approaches

   SVM NB ME
   P R F P R F P R F
TF & NonPF GM .9342 .9104 .9222 .9413 .9744 .9576 .9638 .9042 .9330
  BM .9421 .9343 .9380 .9434 .9726 .9578 .9591 .9351 .9470
TF & PPI GM .8938 .9463 .9193 .8767 .9268 .9010 .8685 .9554 .9099
  BM .9092 .9367 .9227 .8892 .9268 .9076 .8974 .9524 .9241
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