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Table 6 Results of the A-Test: The values of Γζ^ and the minimum value of Γζ

From: CNFE-SE: a novel approach combining complex network-based feature engineering and stacked ensemble to predict the success of intrauterine insemination and ranking the features

Feature set Classifier Γζ^ Minimum of Γζ
All 296 features RF 26.1 12.8
  DT 24.6 14.1
  NB 24.9 12.6
  ANN 25.5 14.5
  SVM 24.7 20.7
  XGboost 24.3 15.4
  LGBM 24.6 14.2
  Adaboost 25.8 12.7
  CNFE-SE without FE 16.9 11.7
  CNFE-SE with FE 11.3 6.8
Only most important features RF 24.7 13.5
  DT 24.3 14.9
  NB 23.6 16.1
  ANN 24.6 15.8
  SVM 23.7 16.4
  XGboost 23.1 15.9
  LGBM 22.3 13.7
  Adaboost 21.5 13.6
  CNFE-SE without FE 16.1 11.3
  CNFE-SE with FE 10.9 6.2