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Kernel Approximation on USPS

2.15Kernel Approximation ErrorQMC (Halton)
1.84963.87735.9057.9327May 29, 2016
Updated 4mo ago

Evaluation results

MethodLinks
QMC (Halton)Number of random features (k)=12802016.052.15
GaussianNumber of random features (k)=12802016.052.32
ToeplitzLike(20)Number of random features (k)=12802016.053
FastfoodNumber of random features (k)=12802016.053.06
ToeplitzLike(10)Number of random features (k)=12802016.053.16
CirculantNumber of random features (k)=12802016.053.32
ToeplitzLike(5)Number of random features (k)=12802016.053.35
ToeplitzLike(1)Number of random features (k)=12802016.054.41
QMC (Halton)Number of random features (k)=2562016.055.05
GaussianNumber of random features (k)=2562016.055.06
ToeplitzLike(20)Number of random features (k)=2562016.056.68
FastfoodNumber of random features (k)=2562016.056.76
ToeplitzLike(10)Number of random features (k)=2562016.056.86
ToeplitzLike(5)Number of random features (k)=2562016.057.55
CirculantNumber of random features (k)=2562016.057.61
ToeplitzLike(1)Number of random features (k)=2562016.059.66