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Table 1 Basic properties of the datasets

From: Using PPI network autocorrelation in hierarchical multi-label classification trees for gene function prediction

Dataset

FUN

GO

 

#Instances

#Attributes

#Classes

#Instances

#Attributes

#Classes

seq

3932

476

499

3900

476

4133

pheno

1592

67

455

1587

67

3127

struc

3838

19629

499

3822

19629

4132

hom

3848

47035

499

3567

47035

4126

cellcycle

3757

77

499

3751

77

4125

church

3779

550

499

3774

550

4131

derisi

2424

63

499

2418

63

3573

eisen

3725

79

461

3719

79

4119

gasch1

3764

172

499

3758

172

4125

gasch2

3779

51

499

3758

51

4131

spo

3703

79

499

3698

79

4119

exp

3782

550

499

3773

550

4131

  1. We use 12 yeast (Saccharomyces cerevisiae) datasets (as considered by [1]) and two functional annotation (FUN and GO) schemes.