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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