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Table 2 Impact of selected feature sets on mention identification

From: The contribution of co-reference resolution to supervised relation detection between bacteria and biotopes entities

 

Development

 

Bacteria

Geographical

Habitat

Overall

 

R

P

F

R

P

F

R

P

F

R

P

F

Baseline (BL)

0.683

0.884

0.642

0.507

0.864

0.639

0.328

0.892

0.479

0.503

0.885

0.642

BL + NCBI

0.887

0.927

0.907

0.493

0.822

0.617

0.343

0.879

0.493

0.603

0.907

0.725

BL + clusters

0.811

0.913

0.859

0.493

0.925

0.644

0.443

0.870

0.587

0.616

0.898

0.731

BL + Cocoa

0.813

0.882

0.846

0.667

0.877

0.758

0.515

0.850

0.642

0.663

0.870

0.752

BL + OntoBiotope

0.739

0.907

0.815

0.560

0.793

0.656

0.695

0.771

0.731

0.706

0.832

0.764

All

0.887

0.938

0.912

0.707

0.855

0.774

0.705

0.829

0.762

0.789

0.884

0.834

All w/o clusters

0.872

0.931

0.901

0.667

0.794

0.725

0.691

0.833

0.756

0.773

0.879

0.822

All w/o Cocoa

0.872

0.937

0.903

0.573

0.843

0.683

0.712

0.807

0.757

0.776

0.871

0.821

All w/o NCBI

0.842

0.915

0.877

0.680

0.823

0.745

0.691

0.845

0.760

0.760

0.878

0.815

All w/o OntoBiotope

0.879

0.934

0.906

0.627

0.810

0.707

0.564

0.837

0.674

0.714

0.888

0.791

  1. Impact of selected feature sets on mention identification. The best results are highlighted in bold