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Table 2 Performance comparison of different methods by AUC-ROC

From: PGD: a machine learning-based photosynthetic-related gene detection approach

 

Fold1

Fold2

Fold3

Fold4

Fold5

RF

0.948

0.941

0.924

0.948

0.896

CAT

0.931

0.862

0.906

0.953

0.924

XGB

0.936

0.948

0.940

0.942

0.918

GBDT

0.942

0.959

0.953

0.931

0.924

VOTE

0.942

0.964

0.940

0.965

0.924

  1. Bold font indicates the highest value in the Fold
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BMC Bioinformatics

ISSN: 1471-2105

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