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Table 11 Comparison of MTSBCA and GCVC of AFS classifiers among EFQMDR, FQMDR, OMDR and MDR when k = 3

From: Detecting gene-gene interactions for complex quantitative traits using generalized fuzzy classification

Classifier

Two loci

Three loci

Four loci

Method

EFQMDR

FQMDR

OMDR

MDR

EFQMDR

FQMDR

OMDR

MDR

EFQMDR

FQMDR

OMDR

MDR

MTSBCA1

1

0.862

0.828

0.857

1

0.982

0.931

0.939

1

0.970

1

1

MTSBCA2

1

0.839

0.793

0.759

1

0.982

0.911

0939

1

0.970

1

1

MTSBCA3

1

0.821

0.788

0.759

1

0.875

0.911

0.897

0.966

0.966

0.966

1

GCVC1

9

3

5

5

4

7

3

4

3

4

4

4

GCVC2

8

8

3

5

4

4

3

3

3

2

4

4

GCVC3

7

7

4

4

2

2

3

2

2

2

1

2