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ResearchFormerly WizWand

IFN-γ Phenotype Optimization on Gene2Vec

10.3Cumulative top-k RecallBioUCB-HM
4.7886.2197.659.081Sep 24, 2025
Updated 7mo ago

Evaluation results

MethodLinks
BioUCB-HMAcquisition Function=UCB, Biological Prior=Hallmark (HM)2025.0910.30.004
BioUCB-HMAcquisition Function=UCB, Surrogate Function Features=HM2025.0910.30.008
BioUCB-GOAcquisition Function=UCB, Biological Prior=Gene Ontology (GO)2025.099.80.002
BioUCB-GOAcquisition Function=UCB, Surrogate Function Features=GO2025.099.80.004
BioTS-GOAcquisition Function=TS, Biological Prior=Gene Ontology (GO)2025.099.50.005
BioTS-GOAcquisition Function=TS, Surrogate Function Features=GO2025.099.50.009
UCBAcquisition Function=UCB, Biological Prior=None2025.099.30.005
UCBAcquisition Function=UCB, Surrogate Function Features=None2025.099.30.01
BioTS-HMAcquisition Function=TS, Biological Prior=Hallmark (HM)2025.098.10.004
BioTS-HMAcquisition Function=TS, Surrogate Function Features=HM2025.098.10.008
BioEI-GOAcquisition Function=EI, Biological Prior=Gene Ontology (GO)2025.097.90.004
BioEI-HMAcquisition Function=EI, Biological Prior=Hallmark (HM)2025.097.90.002
BioEI-GOAcquisition Function=EI, Surrogate Function Features=GO2025.097.90.008
BioEI-HMAcquisition Function=EI, Surrogate Function Features=HM2025.097.90.004
TSAcquisition Function=TS, Biological Prior=None2025.097.30.002
TSAcquisition Function=TS, Surrogate Function Features=None2025.097.30.004
EIAcquisition Function=EI, Biological Prior=None2025.097.10.006
EIAcquisition Function=EI, Surrogate Function Features=None2025.097.10.011
RandomAcquisition Function=Random, Biological Prior=None2025.0950.001
RandomAcquisition Function=Random, Surrogate Function Features=None2025.0950.002