LDA boost classification: boosting by topics

EURASIP Journal on Advances in Signal Processing

Table 2 Precision of different algorithms in English TC

Category algorithm	Society	Economics	Science	Politics	Military	Culture
NB	0.781	0.769	0.774	0.799	0.772	0.773
Neural networks	0.818	0.830	0.829	0.815	0.815	0.806
SVM	0.859	0.868	0.863	0.868	0.864	0.871
AdaBoost	0.864	0.860	0.853	0.854	0.867	0.866
LDABoost	0.904	0.897	0.901	0.911	0.892	0.912
LDABoost.1	0.854	0.866	0.863	0.870	0.867	0.871
LDABoost.2	0.863	0.871	0.858	0.864	0.870	0.855