Table 4 Average runtimes in seconds from 10 simulations for each number of clusters m.

From: A fast kernel independence test for cluster-correlated data

m

100

200

300

400

\(\text {HSIC}_{mean}\)

0.092

0.428

1.144

2.38

\(\text {HSIC}_{cl}\)

1.568

21.21

99.89

306.20

\(\text {HSIC}_{new}\)

0.130

0.864

7.671

22.83

  1. All experiments were run by \(\texttt {R}\) on 2.2 GHz Intel Core i7.
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