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ResearchFormerly WizWand

Unsupervised Classification on FieldGuide-2 (test)

94.7Test AccuracyDDFA (SPI)
57.15666.90376.6586.397Jul 26, 2022
Updated 8mo ago

Evaluation results

MethodLinks
DDFA (SPI)r (number of domains)=2, alpha (Dirichlet parameter)=0.5, kappa (maximum allowed condition number)=32022.0794.78.4
DDFA (SPI)r=2, alpha=0.5, kappa=3, Initialization=SCAN pretext training2022.0794.78.4
DDFA (SPI)r (number of domains)=10, alpha (Dirichlet parameter)=0.5, kappa (maximum allowed condition number)=32022.0788.616.2
DDFA (SPI)r=10, alpha=0.5, kappa=3, Initialization=SCAN pretext training2022.0788.616.2
DDFA (SPI)r (number of domains)=5, alpha (Dirichlet parameter)=0.5, kappa (maximum allowed condition number)=32022.0785.718.1
DDFA (SPI)r=5, alpha=0.5, kappa=3, Initialization=SCAN pretext training2022.0785.718.1
DDFA (SPI)r (number of domains)=10, alpha (Dirichlet parameter)=3, kappa (maximum allowed condition number)=52022.0774.419.4
DDFA (SPI)r=10, alpha=3, kappa=5, Initialization=SCAN pretext training2022.0774.419.4
DDFA (SPI)r (number of domains)=5, alpha (Dirichlet parameter)=3, kappa (maximum allowed condition number)=52022.0773.819.4
DDFA (SPI)r=5, alpha=3, kappa=5, Initialization=SCAN pretext training2022.0773.819.4
DDFA (SPI)r (number of domains)=2, alpha (Dirichlet parameter)=3, kappa (maximum allowed condition number)=52022.0772.515
DDFA (SPI)r=2, alpha=3, kappa=5, Initialization=SCAN pretext training2022.0772.515
DDFA (SPI)r (number of domains)=2, alpha (Dirichlet parameter)=10, kappa (maximum allowed condition number)=72022.0767.622.2
DDFA (SPI)r=2, alpha=10, kappa=7, Initialization=SCAN pretext training2022.0767.622.2
DDFA (SPI)r (number of domains)=5, alpha (Dirichlet parameter)=10, kappa (maximum allowed condition number)=72022.076125.3
DDFA (SPI)r=5, alpha=10, kappa=7, Initialization=SCAN pretext training2022.076125.3
DDFA (SPI)r (number of domains)=10, alpha (Dirichlet parameter)=10, kappa (maximum allowed condition number)=72022.0760.617.2
DDFA (SPI)r=10, alpha=10, kappa=7, Initialization=SCAN pretext training2022.0760.617.2
SCANr (number of domains)=2, alpha (Dirichlet parameter)=10, kappa (maximum allowed condition number)=72022.0760.128.3
SCANr=2, alpha=10, kappa=72022.0760.128.3
SCANr (number of domains)=2, alpha (Dirichlet parameter)=3, kappa (maximum allowed condition number)=52022.0759.137.2
SCANr=2, alpha=3, kappa=52022.0759.137.2
SCANr (number of domains)=10, alpha (Dirichlet parameter)=10, kappa (maximum allowed condition number)=72022.075919.3
SCANr=10, alpha=10, kappa=72022.075919.3
SCANr (number of domains)=2, alpha (Dirichlet parameter)=0.5, kappa (maximum allowed condition number)=32022.0758.988
SCANr (number of domains)=5, alpha (Dirichlet parameter)=0.5, kappa (maximum allowed condition number)=32022.0758.964
SCANr (number of domains)=10, alpha (Dirichlet parameter)=3, kappa (maximum allowed condition number)=52022.0758.934.7
SCANr=2, alpha=0.5, kappa=32022.0758.988
SCANr=5, alpha=0.5, kappa=32022.0758.964
SCANr=10, alpha=3, kappa=52022.0758.934.7
SCANr (number of domains)=5, alpha (Dirichlet parameter)=3, kappa (maximum allowed condition number)=52022.0758.738.9
SCANr (number of domains)=10, alpha (Dirichlet parameter)=0.5, kappa (maximum allowed condition number)=32022.0758.771.6
SCANr=5, alpha=3, kappa=52022.0758.738.9
SCANr=10, alpha=0.5, kappa=32022.0758.771.6
SCANr (number of domains)=5, alpha (Dirichlet parameter)=10, kappa (maximum allowed condition number)=72022.0758.622.6
SCANr=5, alpha=10, kappa=72022.0758.622.6