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Table 6 Feature selection performance

From: Hierarchical classification strategy for Phenotype extraction from epidermal growth factor receptor endocytosis screening

 

F-25

F-sel

H-25

H-sel

hF

0.9603

0.9745

0.9839

0.9889

σ

0.0094

0.0103

0.0066

0.0065

  1. hF: F-measure for hierarchical classification
  2. F-25: flat classification with total 25 features
  3. F-sel: flat classification with selected features from branch & bound feature selection method
  4. H-25: hierarchical classification with total 25 features
  5. H-sel: hierarchical classification with selected features
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BMC Bioinformatics

ISSN: 1471-2105

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