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Table 2 Number of extracted and filtered features used for the global method per sub-hierarchy

From: Feature extraction with spectral clustering for gene function prediction using hierarchical multi-label classification

Root

Total

Filtered

GO:0050896

239

124

GO:0051179

479

263

GO:0065007

713

402

GO:0008152

1812

796

GO:0009987

1813

853

  1. Recall that the extracted features are filtered using the mean SHAP values to select the more important with a cutoff defined by the input constant c