From: QER: a new feature selection method for sentiment analysis
NBM | SVM | LR | J48 | |||||
---|---|---|---|---|---|---|---|---|
Size | F measure | Size | F measure | Size | F measure | Size | F measure | |
QER | 1500 | 0.8996 | 2000 | 0.8715 | 1000 | 0.7927 | 2000 | 0.6734 |
CHI2 | 1000 | 0.8564 | 1000 | 0.8505 | 500 | 0.7969 | 1000 | 0.7435 |
IG | 1500 | 0.8551 | 1000 | 0.8505 | 500 | 0.8156 | 1500 | 0.7428 |
DFD | 1500 | 0.8567 | 1500 | 0.8128 | 2500 | 0.7829 | 500 | 0.7399 |
OCFS | 2000 | 0.8337 | 1000 | 0.7729 | 3000 | 0.7643 | 1500 | 0.7371 |