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