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ModelMAPNDCGP@20NDCG@20P@100NDCG@100Notes
TFIDF0.25240.4590.46430.41440.36380.3973 
Okapi0.25480.4660.5+0.4414+0.34190.3981 
QL (JM)0.25730.51590.5524+0.4886+0.37520.4249 
QL (Dir)0.2837+0.5306+0.5667+0.5054+0.39810.4541+

Map mu=1000, NDCG mu=500, P_20 mu=500, NDCG_20 mu=500

QL (TS)0.27940.5391+0.5310.47020.3910.4455 
        

 

Feedback/SDM models

ModelMAPNDCGP@20NDCG@20P@100NDCG@100Notes
QL (Dir)0.28370.53060.56670.50540.39810.4541

Map mu=1000, NDCG mu=500, P_20 mu=500, NDCG_20 mu=500

RM30.29820.53810.54760.50540.40380.4768 
Pubmed0.3076+0.5853+0.53810.48550.42480.4501Using mu=2500 for pubmed, sweeping mu for biocaddie
Wikipedia0.29470.5956+0.57380.49560.40620.4487Using mu=2500 for wikipedia, sweeping mu for biocaddie
SDM0.28740.55580.48330.47060.40190.4559Loocv consistently selects 0.85,0.10,0.05 weights and lower mu for P_20 or NDCG_20
FDM