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Table 6 Number of selected genes and CARs result with different ARM rule pruning for KIPAN dataset

From: Amogel: a multi-omics classification framework using associative graph neural networks with prior knowledge for biomarker identification

ARM rule pruning

Number of selected CARs

Number of selected genes

T1

T2

T3

T4

T5

T1

T2

T3

T4

T5

CBA

71

51

56

72

56

582

275

414

310

268

DNN

200

1000

20

200

200

862

1323

407

550

412

Top1000

1000

1000

1000

1000

1000

1031

920

936

815

718

  1. 5 experiments were carried out with random data splitting, denoted as T1,T2,T3,T4 and T5