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ResearchFormerly WizWand

KNN Classification on MNIST (k=5)

97.91Accuracy (k=5)VAE
39.77454.86769.9685.053Sep 27, 2020
Updated 8mo ago

Evaluation results

MethodLinks
VAEDim=642020.0997.91
AEDim=642020.0997.58
Parametric t-SNEDim=642020.0997.34
PCADim=642020.0997.27
Parametric UMAPDim=642020.0996.8
PHATEDim=642020.0996.8
UMAP/AEDim=642020.0996.54
Parametric UMAPDim=22020.0996.14
IVISDim=642020.0996.14
UMAPDim=22020.0995.44
UMAPDim=642020.0995.38
UMAP/AEDim=22020.0995.37
t-SNEDim=22020.0995.02
Parametric t-SNEDim=22020.0993.78
PHATEDim=22020.0981.14
AEDim=22020.0979.26
VAEDim=22020.0976.49
SCVISDim=22020.0973.55
IVISDim=22020.0970.09
PCADim=22020.0942.01