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Table 5 Mined patterns with biggest DB association strengths

From: Locating previously unknown patterns in data-mining results: a dual data- and knowledge-mining method

 

SexRace

Attrbute 1

Attribute 2

DB rank

SS rank

rDBi

rKBi

1

mw

Routine infant or child health check

high blood creatinine

1

36814

-0.793

-0.692

2

tot

Routine infant or child health check

high blood creatinine

2

37629

-0.759

-0.692

3

tot

Routine infant or child health check

hyperprothrombinemia

3

39259

-0.741

-0.738

4

mw

Routine infant or child health check

high blood urea nitrogen

4

36797

-0.760

-0.625

5

mw

Routine infant or child health check

hyperglycemia

5

36059

-0.743

-0.712

6

tot

Routine infant or child health check

high blood urea nitrogen

6

37361

-0.739

-0.625

7

fw

Cardiac arrest

hypernatremia

7

16208

0.722

0.319

8

mb

Routine infant or child health check

high blood creatinine

8

37855

-0.755

-0.692

9

mb

Routine infant or child health check

hyperprothrombinemia

9

38635

-0.780

-0.738

10

fw

acute renal failure

hyperphosph(or|at)emia

10

18058

0.715

0.418

11

fb

Renal osteodystrophy

high blood creatinine

11

22970

0.735

0.528

12

fw

acute renal failure

hypernatremia

12

22502

0.712

0.514

13

tot

Renal osteodystrophy

high blood creatinine

13

23383

0.719

0.528

14

fb

Secondary hyperparathyroidism

blood phosphorus

14

28442

0.717

0.634

15

tot

Cardiac arrest

hypernatremia

15

16649

0.710

0.319

16

tot

Routine infant or child health check

prothrombin

16

36517

-0.718

-0.691

17

mb

Routine infant or child health check

high blood urea nitrogen

17

37201

-0.748

-0.625

18

tot

Secondary hyperparathyroidism

high blood urea nitrogen

18

247

-0.774

0.465

19

mw

Routine infant or child health check

hyperprothrombinemia

19

39155

-0.729

-0.738

20

fw

Routine infant or child health check

high blood creatinine

20

37581

-0.773

-0.692

21

tot

Secondary hyperparathyroidism

hypophosph(or|at)emia

30

7

-0.770

0.640