Dataset

Method

Precision

Recall

Overall F-measure

NMI

Reuters

LSM

0.81

0.773

0.786

0.717

LST

0.779

0.745

0.754

0.633

PLSI

0.649

0.627

0.636

0.54

PLSI + AdaBoost

0.772

0.812

0.697

N/A

LDA

0.66

0.714

0.686

0.61

CCF

0.727

0.73

0.723

0.616

OHSUMED

LSM

0.59

0.479

0.522

0.315

LST

0.586

0.388

0.456

0.257

CCF

0.514

0.54

0.513

0.214