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ResearchFormerly WizWand

Multi-label Binary Classification on SIDER MoleculeNet (test)

68.5AUCRF
56.5459.64562.7565.855Sep 30, 2019
Updated 8mo ago

Evaluation results

MethodLinks
RFCategory=ensemble method2019.0968.5
ELCNCategory=ensemble method2019.0968.5
LLNCategory=single model extension of LCN2019.0967.7
GBDTCategory=ensemble method2019.0966.8
ALCNCategory=single model extension of LCN2019.0965.3
GCNCategory=graph network, Note=Non-standard splitting2019.0963.8
LCNCategory=(oblique) decision tree2019.0962.4
TAOCategory=(oblique) decision tree2019.0957.7
CARTCategory=(oblique) decision tree2019.0957
HHCARTCategory=(oblique) decision tree2019.0957