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Table 1 Dataset details

From: Biomarker discovery across annotated and unannotated microarray datasets using semi-supervised learning

 

Dataset

Genes before mapping

Genes after mapping

Samples

AML – ALL

Labeled

AML-ALL 1 [3]

7129

6002

Train: 1-ALL (27) 2-AML (11)

    

Test: 1-ALL (20) 2-AML (14)

Unlabeled

AML-ALL 2 [8]

12582

6002

1-ALL (24)

    

2-AML (28)

    

3-MLL (20: deleted)

CML

Labeled

CML 1 [9]

22283

22283

1-no cytogenetic response to imatinib (15)

    

2-cytogenetic response to imatinib (30)

Unlabeled

CML 2 [10]

22283

22283

1-Aggressive (10)

    

2-indolent (9)

DLBCL

Labeled

DLBCL 1 [11]

7129

1117

1-DLBCL (32: cured, 26: fatal or refractory)

    

2-FL (19: deleted)

Unlabeled

DLBCL 2 [12]

44928

1117

1-DLBCL (176)

    

2-MLBCL (34: deleted)