An Improved Multitask Learning Model with Matching Network and Its Application in Traditional Chinese Medicine Syndrome Recommendation

Table 6

Comparison of the match module effect.

Model	Hits@10	MeanRank	MRR	AUC
MMOE	0.76824	2.98508	0.33500	0.90738
Only match-net	0.75623	2.99645	0.33372	0.89786
MMOE-match-auxiliary-loss	0.77146	2.95178	0.33878	0.90964
MMOE-match as features	0.77134	2.95752	0.33812	0.90986
MMOE-match-mimic	0.77185	2.95638	0.33846	0.90571
Our model	0.77281	2.95292	0.33894	0.91132