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Table 2. Pipeline evaluation

From: Ontology Driven Extraction of Research Processes

 

DH test set

BIOINF test set

MED test set

ALL test set

Entity identification:

P

R

F1

P

R

F1

P

R

F1

P

R

F1

SVM.WPD.BS

0.90

0.89

0.89

0.96

0.94

0.95

0.96

0.96

0.96

0.94

0.93

0.94

Boundary detection:

 

SVM.PD.S.BS

0.92

0.89

0.90

0.92

0.95

0.94

0.95

0.96

0.95

0.93

0.94

0.93

Pipeline:

 

SVM-Pipeline

0.83

0.82

0.82

0.87

0.89

0.88

0.90

0.93

0.92

0.87

0.89

0.88