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Table 6 Qualitative Results - Summary

From: Rule based classifier for the analysis of gene-gene and gene-environment interactions in genetic association studies

  

RIPPER

RIDOR

PART

Evaluation Level

Grade

Model A

Model B

Model C

Model A

Model B

Model C

Model A

Model B

Model C

Models

A

33% (6)

56% (10)

0% (0)

0% (0)

11% (2)

0% (0)

0% (0)

33% (6)

0% (0)

 

B

33% (6)

50% (9)

0% (0)

0% (0)

6% (1)

0% (0)

0% (0)

33% (6)

0% (0)

 

C

22% (4)

56% (10)

0% (0)

0% (0)

6% (1)

0% (0)

0% (0)

22% (4)

0% (0)

 

D

6% (1)

22% (4)

0% (0)

0% (0)

17% (3)

0% (0)

6% (1)

11% (2)

0% (0)

Rules

A

83% (15)

100% (18)

0% (0)

83% (15)

94% (17)

0% (0)

44% (8)

78% (14)

0% (0)

 

B

89% (16)

72% (13)

0% (0)

94% (17)

100% (18)

0% (0)

50% (9)

100% (18)

0% (0)

 

C

67% (12)

67% (12)

0% (0)

56% (10)

100% (18)

0% (0)

78% (14)

89% (16)

0% (0)

 

D

50% (9)

56% (10)

0% (0)

67% (12)

100% (18)

0% (0)

56% (10)

94% (17)

0% (0)

Attributes

A

83% (15)

56% (10)

0% (0)

50% (9)

72% (13)

0% (0)

11% (2)

0% (0)

0% (0)

 

B

17% (3)

28% (5)

0% (0)

50% (9)

17% (3)

0% (0)

61% (11)

78% (14)

0% (0)

 

C

0% (0)

17% (3)

0% (0)

0% (0)

11% (2)

0% (0)

6% (1)

22% (4)

0% (0)

 

D

0% (0)

0% (0)

0% (0)

0% (0)

0% (0)

0% (0)

22% (4)

0% (0)

0% (0)

  1. Summary of the results, separated by algorithm, case-control model, and grading. Number represents the percent frequency of datasets where a respective grade was achieved at least once (absolute number is in brackets).