LDA boost classification: boosting by topics

EURASIP Journal on Advances in Signal Processing

Table 3 Precision of different algorithms in Chinese TC

Category algorithm	Society	Economics	Science	Politics	Military	Culture
NB	0.785	0.769	0.771	0.794	0.769	0.772
Neural networks	0.817	0.832	0.825	0.807	0.808	0.803
SVM	0.847	0.867	0.852	0.862	0.860	0.871
AdaBoost	0.856	0.848	0.851	0.855	0.861	0.859
LDABoost	0.899	0.896	0.904	0.907	0.879	0.910
LDABoost.1	0.851	0.868	0.855	0.858	0.867	0.869
LDABoost.2	0.863	0.859	0.877	0.866	0.866	0.872