Metric

Bottom-up

Top-down

Combination

Before P-P

After P-P

Before P-P

After P-P

Before P-P

After P-P

F-measure

0.623

0.636

0.566

0.569

0.637

0.624

Recall

0.734

0.689

0.521

0.508

0.717

0.682

Precision

0.540

0.591

0.620

0.646

0.573

0.607