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. Author manuscript; available in PMC: 2021 Nov 5.
Published in final edited form as: J Mach Learn Res. 2021 Jan;22:55.

Algorithm 16.

Choice of number of clusters q and feature penalty α in Gecco+/iGecco+ using stability selection + BIC

1. Choose the number of clusters q^ using Algorithm 14 with α = 1 (stability selection).
2. Fit iGecco+ with a sequence of α and fixed number of clusters q^. Choose α using BIC based on Step 2 of Algorithm 15.