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Table 1 Sensitivity analysis

From: Ensemble disease gene prediction by clinical sample-based networks

  

k

λ

α

1

2

3

4

1.0

0.1

0.867

0.961

0.873

0.878

1.0

0.2

0.869

0.966

0.889

0.870

1.1

0.1

0.883

0.967

0.890

0.903

1.1

0.2

0.881

0.970

0.909

0.896

1.2

0.1

0.845

0.957

0.877

0.898

1.2

0.2

0.846

0.958

0.892

0.894

1.3

0.1

0.787

0.938

0.819

0.842

1.3

0.2

0.787

0.940

0.841

0.842

1.5

0.1

0.777

0.938

0.813

0.775

1.5

0.2

0.777

0.938

0.786

0.816

  1. The resulted AUC values obtained with different combinations of hyperparameters for BC
  2. The highest AUC value is marked in boldface