Enhancing Business Intelligence by Means of Suggestive Reviews

Table 1

Performance numbers on LRChi² over all feature construction approaches for detecting suggestive reviews.

Feature construction	Precision	Recall	𝐹1
Bow	0.8806	0.7603	0.8129
Bow + Cmp	0.8797	0.7539	0.8093
Bow + Sug	0.8715	0.7668	0.8124
Bow + Cmp + Sug	0.8796	0.7733	0.8193
Bow + Cmp+ Sug + Surf	0.859	0.7572	0.8008
Sug	0.899	0.6535	0.7534
Mix	0.8388	0.7671	0.7975
Sug + Cmp	0.9126	0.6537	0.7568
Sug + Cmp + Surf	0.8937	0.6699	0.7586
Mix + Sug + Cmp	0.8271	0.78	0.8005
Mix + Surf + Sug + Cmp	0.8309	0.7703	0.7972