Table 6 Detailed rules based on DT models with tertile divided hsCRP.

From: Predicting high sensitivity C-reactive protein levels and their associations in a large population using decision tree and linear regression

Male

NO

Rules

hsCRP \(\le\) 1 (%)

1 < hsCRP \(\le\) 3 (%)

hsCRP \(>\) 3 (%)

1

Glucose \(\le\) 82& Cholesterol \(\le\) 193 & History.CVD-

37.9

39.8

22.3

2

Glucose \(\le\) 82& Cholesterol \(\le\) 193 & History.CVD+

48.1

34.9

17

3

Glucose \(\le\) 82& Cholesterol \(>\) 193

30.4

46.8

22.8

4

82 < Glucose \(\le\) 97& Depression Score \(\le\) 13 & Cholesterol \(\le\) 216

28.3

50.3

21.4

5

82 < Glucose \(\le\) 97& Depression Score \(\le\) 13 & Cholesterol \(>\) 216

29.4

41.2

29.4

6

82 < Glucose \(\le\) 97& Depression Score \(>\) 13

26.8

52.1

21.1

7

Glucose \(>\) 97 & Depression Score \(\le\) 16 & SBP \(\le\) 143.3

25.4

50.8

23.8

8

Glucose \(>\) 97 & Depression Score \(\le\) 16 & SBP \(>\) 143.3

26.1

56.5

17.4

9

Glucose \(>\) 97 & Depression Score \(>\) 16

22.5

42.5

35

Female

NO

Rules

hsCRP \(\le\) 1 (%)

1 < hsCRP \(\le\) 3 (%)

hsCRP \(>\) 3 (%)

1

Glucose \(\le\) 82& Cholesterol \(\le\) 150

42.9

42.5

14.6

2

Glucose \(\le\) 82& 150 < Cholesterol \(\le\) 208 & Triglycerides \(\le 91\)

35.6

45.8

18.5

3

Glucose \(\le\) 82& 150 < Cholesterol \(\le\) 208 & Triglycerides \(>91\)

28.2

46.8

25

4

Glucose \(\le\) 82& Cholesterol \(>\) 208 & HTN-

21.6

49.8

28.6

5

Glucose \(\le\) 82& Cholesterol \(>\) 208 & HTN+

19.4

45.2

35.5

6

82 < Glucose \(\le\) 86 & SBP \(\le\) 128.667 & Cholesterol \(\le\) 178

22

50

28

7

82 < Glucose \(\le\) 86 & SBP \(\le\) 128.667 & Cholesterol \(>\) 178

27.2

45.6

27.2

8

82 < Glucose \(\le\) 86 & SBP \(>\) 128.667 & Triglycerides \(\le 91\)

29

41.9

29

9

82 < Glucose \(\le\) 86 & SBP \(>\) 128.667 & Triglycerides \(>91\)

11.3

47.2

41.5

10

86 < Glucose \(\le\) 98& Cholesterol \(\le\) 187 & LDL \(\le\) 97.81

30.5

44.8

24.8

11

86 < Glucose \(\le\) 98& Cholesterol \(\le\) 187 & 97.81 < LDL \(\le\) 114.72

21.4

53.6

25

12

86 < Glucose \(\le\) 98& Cholesterol \(\le\) 187 & LDL \(>\) 114.72

31

43.8

20.7

13

86 < Glucose \(\le\) 98& 187 < Cholesterol \(\le\) 241 & SBP \(\le\) 106.66

18.5

59.3

22.2

14

86 < Glucose \(\le\) 98& 187 < Cholesterol \(\le\) 241 & 106.66 < SBP \(\le\) 135

25

35.3

39.7

15

86 < Glucose \(\le\) 98 & 187 < Cholesterol \(\le\) 241 & SBP \(>\) 135

16.3

44.9

38.8

16

86 < Glucose \(\le\) 98 & Cholesterol \(>\) 241

7.7

51.9

40.4

17

Glucose \(>\) 98 & Cholesterol \(\le\) 145

29

41.9

29

18

Glucose \(>\) 98 & 145 < Cholesterol \(\le\) 187 & Glucose \(\le\) 119

14.3

50

35.7

19

Glucose \(>\) 98 & 145 < Cholesterol \(\le\) 187 & Glucose \(>\) 119

8.1

39.2

52.7

20

Glucose \(>\) 98 & 187 < Cholesterol \(\le\) 241 & HTN-

11.3

45.4

43.3

21

Glucose \(>\) 98 & 187 < Cholesterol \(\le\) 241 & HTN-

6.3

45.2

47.9

22

Glucose \(>\) 98 & Cholesterol \(>\) 241 & Depression Score \(\le\) 16

7.5

37.7

54.7

23

Glucose \(>\) 98 & Cholesterol \(>\) 241 & Depression Score \(>\) 16

3.8

30.8

65.4

Female & Male

NO

Rules

hsCRP \(\le\) 1 (%)

1 < hsCRP \(\le\) 3 (%)

hsCRP \(>\) 3 (%)

1

Glucose \(\le\) 79& Cholesterol \(\le\) 159

41.1

43.5

15.4

2

Glucose \(\le\) 79& 159 < Cholesterol \(\le\) 188 & Sex = Male

35.5

40

23.9

3

Glucose \(\le\) 79& 159 < Cholesterol \(\le\) 188 & Sex = Female

32.4

44.9

22.7

4

Glucose \(\le\) 79& 188 < Cholesterol \(\le\) 198 & Sex = Male

42.9

45.7

11.4

5

Glucose \(\le\) 79& 159 < Cholesterol \(\le\) 198 & Sex = Female

18.6

34.9

45.5

6

Glucose \(\le\) 79& Cholesterol \(>\) 1988

23.3

49.3

27.4

7

79 < Glucose \(\le\) 85 & Cholesterol \(\le\) 145

32.6

45.5

20.9

8

79 < Glucose \(\le\) 85 & 145 < Cholesterol \(\le\) 222 & Anxiety Score \(\le\) 2

22.2

55.6

22.2

9

79 < Glucose \(\le\) 85 & 145 < Cholesterol \(\le\) 222 & Anxiety Score > 2

31.1

40.7

28.2

10

79 < Glucose \(\le\) 85 & Cholesterol \(>\) 222

21.3

49.3

29.3

11

85 < Glucose \(\le\) 97 & Cholesterol \(\le\) 145

22

51.2

26.8

12

85 < Glucose \(\le\) 97 & 145 < Cholesterol \(\le\) 188 & LDL \(\le 98\)

23.3

47.7

29.1

13

85 < Glucose \(\le\) 97 & 145 < Cholesterol \(\le\) 188 & LDL \(>98\)

22.2

57.3

20.5

14

85 < Glucose \(\le\) 97 & 188 < Cholesterol \(\le\) 241 & Sex = Male

28.2

44.7

27.1

15

85 < Glucose \(\le\) 97 & 188 < Cholesterol \(\le\) 241 & Sex = Female

16.2

41.9

41.9

16

85 < Glucose \(\le\) 97 & Cholesterol \(>\) 241 & Sex = Male

7.7

53.8

38.5

17

85 < Glucose \(\le\) 97 & Cholesterol > 241 & Sex = Female

8.3

61.1

30.6

18

85 < Glucose \(\le\) 97 & Cholesterol \(\le\) 159

12.1

42.4

45.5

19

85 < Glucose \(\le\) 97 & 159 < Cholesterol \(\le\) 222 & Sex = Male

28.1

42.1

29.8

20

85 < Glucose \(\le\) 97 & 159 < Cholesterol \(\le\) 222 & Sex = Female

15.7

34.9

49.4

21

85 < Glucose \(\le\) 97 & 222 < Cholesterol \(\le\) 241

11.5

26.9

61.5

22

85 < Glucose \(\le\) 97 & Cholesterol \(>\) 241

5.9

38.2

55.9

23

Glucose \(>\) 119 & Cholesterol \(\le\) 145 & Sex = Male & Depression Score \(\le\) 15

25.9

50.6

23.5

24

Glucose \(>\) 119 & Cholesterol \(\le\) 145 & Sex = Male & Depression Score \(>\) 15

9.5

38.1

52.4

25

Glucose \(>\) 119 & Cholesterol \(\le\) 145 & Sex = Female & HTN-

12

34.8

53.3

26

Glucose \(>\) 119 & Cholesterol \(\le\) 145 & Sex = Female & HTN+

5.9

47.1

47.1

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