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Table 2 The proposed method is compared with the classical method

From: A novel biomarker selection method combining graph neural network and gene relationships applied to microarray data

Method

DLBCL

Leukemia

Prostate

ALL4

Liner (3)

0.820

0.943

0.842

0.849

Lasso (3)

0.909

0.936

0.921

0.830

RF (3)

0.923

0.915

0.932

0.806

Ridge (3)

0.820

0.943

0.842

0.849

RFE (3)

0.753

0.971

0.843

0.839

DT (3)

0.766

0.915

0.756

0.826

Ours (1)

0.975

0.971

0.911

0.870

  1. The number of features used is indicated in parentheses
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BMC Bioinformatics

ISSN: 1471-2105

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