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ResearchFormerly WizWand

Dimensionality Reduction on Fashion-MNIST (AUC RNX)

0.7648AUC RNXPCA
-0.0310080.1755960.38220.588804Sep 27, 2020
Updated 8mo ago

Evaluation results

MethodLinks
PCATarget Dimension=642020.090.7648
AETarget Dimension=642020.090.6737
P. t-SNETarget Dimension=642020.090.6687
VAETarget Dimension=642020.090.4922
t-SNETarget Dimension=22020.090.4055
UMAP/AETarget Dimension=642020.090.39
UMAPTarget Dimension=642020.090.3807
IVISTarget Dimension=642020.090.3717
P. UMAPTarget Dimension=642020.090.3662
PHATETarget Dimension=642020.090.344
UMAP/AETarget Dimension=22020.090.3218
P. t-SNETarget Dimension=22020.090.3128
UMAPTarget Dimension=22020.090.3106
SCVISTarget Dimension=22020.090.2967
P. UMAPTarget Dimension=22020.090.2949
VAETarget Dimension=22020.090.2883
PHATETarget Dimension=22020.090.2668
AETarget Dimension=22020.090.2563
PCATarget Dimension=22020.090.2429
IVISTarget Dimension=22020.090.2156
SCVISTarget Dimension=642020.09-0.0004