METIS supplementary information: files and sentence classification results



Results Files
Abstractsfull text
True positive sentencesstructurefunctiondisease
SVM predicted positive sentencesstructurefunctiondisease
BioIE predicted positive sentencesstructurefunctiondisease


Overall SVM Sentence Classification Results:
ClassifierPrecision (%)Recall (%)n
Structure51 ± 3 74 ± 3 20
Function31 ± 3 61 ± 5 18
Disease48 ± 7 56 ± 7 16

Overall BioIE Sentence Classification Results:
ClassifierPrecision (%)Recall (%)n
Structure33 ± 3 85 ± 3 20
Function16 ± 2 91 ± 2 18
Disease56 ± 5 79 ± 6 16

The UniProt identifiers and E-values used to generate this data can be found here.
Further information on the training of the Support Vector Machines can be found here.