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ResearchFormerly WizWand

Kernel Approximation on DNA

1.59Kernel Approximation Error (%)QMC (Halton)
1.40322.66413.9255.1859May 29, 2016
Updated 4mo ago

Evaluation results

MethodLinks
QMC (Halton)Number of random features (k)=9002016.051.59
GaussianNumber of random features (k)=9002016.051.61
ToeplitzLike(20)Number of random features (k)=9002016.051.83
ToeplitzLike(10)Number of random features (k)=9002016.051.93
CirculantNumber of random features (k)=9002016.052.06
ToeplitzLike(5)Number of random features (k)=9002016.052.09
FastfoodNumber of random features (k)=9002016.052.23
ToeplitzLike(1)Number of random features (k)=9002016.052.88
QMC (Halton)Number of random features (k)=802016.053.51
GaussianNumber of random features (k)=802016.053.6
ToeplitzLike(20)Number of random features (k)=802016.054.1
ToeplitzLike(10)Number of random features (k)=802016.054.4
CirculantNumber of random features (k)=802016.054.62
ToeplitzLike(5)Number of random features (k)=802016.054.65
FastfoodNumber of random features (k)=802016.055.01
ToeplitzLike(1)Number of random features (k)=802016.056.26