Table 8 Example of patterns discovered using JDORSP (Jumping DOR Sequential Patterns) mining process (all) with 10% support and expert discretization (extracted from Appendix A)

(a) From Risk to Protection

3

BAL₄ < BIC₂ < BIC₂

1.81

2.16

(1.35, 3.45)

156

26.92% (42)

RISK

3A

BAL₄ < BIC₂ < BIC₂ < PH₄

1.81

0.35

(0.13, 0.95)

50

8% (4)

PROTECTION

13

INC₃ < BE₂ < BE₂

1.51

1.76

(1.10, 2.81)

178

24.16% (43)

RISK

13A

INC₃ < BE₂ < BE₂ < PH₄

1.51

0.25

(0.08, 0.76)

50

6% (3)

PROTECTION

18

BAL₄ < BIC₂ < BE₂

1.44

1.82

(1.14, 2.90)

185

24.32% (45)

RISK

18A

BAL₄ < BIC₂ < BE₂ < PH₄

1.44

0.38

(0.15, 0.96)

57

8.77% (5)

PROTECTION

22

BAL₄ < BE₂

1.37

1.88

(1.12, 3.17)

296

21.96% (65)

RISK

22A

22B

BAL₄ < BE₂ < INC₂

BAL₄ < BE₂ < PH₄

1.37

1.37

0.51

0.51

(0.27, 0.98)

(0.29, 0.90)

102

139

11.76% (12)

12.23% (17)

PROTECTION

PROTECTION

(b) From Protection to Risk

34

PH₃ < PH₃ < PH₃

3.47

0.59

(0.37, 0.94)

279

15.41% (43)

PROTECTION

34A

34B

PH₃ < PH₃ < PH₃ < BAL₄

PH₃ < PH₃ < PH₃ = BE₁

3.47

1.86

4.06

2.45

(1.85, 8.92)

(1.03, 5.83)

24

23

45.83% (11)

34.78% (8)

RISK

RISK

35

BIC₃ < PH₃

2.92

0.58

(0.36, 0.93)

249

14.86% (37)

PROTECTION

35A

BIC₃ < PH₃ < BAL₄

2.92

3.50

(1.61, 7.60)

26

42.31% (11)

RISK

38

DIUR₂ < PH₃ < BIC₃

1.77

0.61

(0.38, 0.98)

211

14.69% (31)

PROTECTION

38A

DIUR₂ < PH₃ < BIC₃ < BAL₃

1.77

2.38

(1.19, 4.76)

39

33.33% (13)

RISK