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ModelMAPNDCGP@20NDCG@20P@100NDCG@100Notes
QL (Dir)0.28530.53040.56670.50540.39860.4541

 

QL (Dir)0.28530.53040.56670.50540.39860.4541Sweep mu={50, 250, 500, 1000, 2500, 5000, 10000}
RM30.28460.53810.57380.50540.41570.4710Sweep mu, fbDocs, fbTerms, and lambda
RM30.29820.53810.54520.51520.40380.4768Sweep mu={100, 250, 500, 750, 1000, 2000, 3000}, fbDocs={10, 25, 50, 75, 100}, fbTerms={10, 25, 50, 75, 100}, and lambda=[0.0, 1.0]
RM3 (stopped)0.30230.54710.54760.50640.38860.463Sweep mu, fbDocs, fbTerms, and lambda
RM3 (stopped)0.30010.54230.58330.51500.39380.4534Sweep mu={100, 250, 500, 750, 1000, 2000, 3000}, fbDocs={10, 25, 50, 75, 100}, fbTerms={10, 25, 50, 75, 100}, and lambda=[0.0, 1.0]
Pubmed0.3076+29450.58535998+0.538151900.485547590.424841900.45014607Use mu=2500 for pubmed query sweeping fbDocs, fbTerms, and lambda. Sweep mu for final retrieval.
Wikipedia0.29470.5956+0.57380.49560.40620.4487Use mu=2500 for wikipedia query sweeping fbDocs, fbTerms, and lambda. Sweep mu for final retrieval.
SDM0.28740.55580.48330.47060.40190.4559Sweep mu, w1, w2, w3
FDM0.2930.5594+0.55000.49600.39330.4560Sweep mu, w1, w2, w3
OKAPI Exp0.30110.51060.50710.45520.38710.4375OKAPI expansion assuming k1=1 and k3=1, for now

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