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ResearchFormerly WizWand

Principal Component Analysis on Synthetic Gaussian Data

15.9Runtime (ms)MS-PCA
-403.4642,427.2435,257.958,088.657May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MS-PCADimension (d)=1000, Aspect ratio (c)=12026.0515.9
MS-PCADimension (d)=2000, Aspect ratio (c)=12026.0549.2
RPCA-AAPDimension (d)=1000, Aspect ratio (c)=12026.0586
MS-PCADimension (d)=3000, Aspect ratio (c)=12026.05102
MS-PCADimension (d)=4000, Aspect ratio (c)=12026.05216
MS-PCADimension (d)=5000, Aspect ratio (c)=12026.05237
RPCA-AAPDimension (d)=2000, Aspect ratio (c)=12026.05369
MS-PCADimension (d)=10000, Aspect ratio (c)=12026.05832
RPCA-AAPDimension (d)=3000, Aspect ratio (c)=12026.051,050
RPCA-AAPDimension (d)=4000, Aspect ratio (c)=12026.052,490
RPCA-AAPDimension (d)=5000, Aspect ratio (c)=12026.052,750
RPCA-AAPDimension (d)=10000, Aspect ratio (c)=12026.0510,500