Table 1.

Classification vs. Correlation.

Correlation Type	Accuracy	DistCorr	HSIC
without	98.48	0.714	0.62
DistCorr, $\gamma =2$	98.2	0.24	0.25
DistCorr, $\gamma =20$	98.1	0.21	0.23
HSIC, $\gamma =2$	98.23	0.32	0.026
HSIC, $\gamma =20$	98.17	0.29	0.007