Feature Dual Supervision Model for the Searches of Online Advertising Audiences

Table 4

Results of ablation study.

Datasets	Lookalike				MovieLens
Model	GAUC	Logloss	Precision@5%	Recall@5%	GAUC	Logloss	Precision@50%	Recall@50%
MNTT	0.7193	0.1678	0.2280	0.2244	0.7026	0.6082	0.7206	0.6221
FDSMa	0.7268	0.1635	0.2401	0.2471	0.7042	0.6100	0.7245	0.6263
FDSMb	0.7289	0.1644	0.2403	0.2472	0.7047	0.6075	0.7235	0.6254
Two-tower	0.7221	0.1725	0.2393	0.2470	0.7011	0.6091	0.7191	0.6208
TTa	0.7283	0.1619	0.2412	0.2489	0.7011	0.6112	0.7192	0.6209
TTb	0.7288	0.1619	0.2414	0.2490	0.7013	0.6089	0.7197	0.6214
FDSM	0.7366	0.1601	0.2471	0.2550	0.7072	0.6072	0.7254	0.6270

The best performances are in bold.