Table 6 Extracted rules the DT algorithms for Model I, II, and III
From: Association between biochemical and hematologic factors with COVID-19 using data mining methods
Model I | |||
Num | Rules | Cov- (%) | Cov + (%) |
1 | CPK >  = 114.09 & BUN >  = 30.00 & BMI >  = 26.77 & Age >  = 54.00 & Gamma-GT >  = 16.91 | 15.31 | 84.69 |
2 | CPK >  = 114.09 & BUN >  = 30.00 & BMI >  = 26.77 & Age >  = 54.00 & Gamma-GT < 16.91 | 53.73 | 46.27 |
3 | CPK >  = 114.09 & BUN >  = 30.00 & BMI >  = 26.77 & Age < 54.00 | 53.99 | 46.01 |
4 | CPK >  = 114.09 & BUN >  = 30.00 & BMI < 26.77 & FBG >  = 121.38 | 36.13 | 63.87 |
5 | CPK >  = 114.09 & BUN >  = 30.00 & BMI < 26.77 & FBG < 121.38 | 73.70 | 26.30 |
6 | CPK >  = 114.09 & BUN < 30.00 & FBG >  = 124.01 | 48.98 | 51.02 |
7 | CPK >  = 114.09 & BUN < 30.00 & FBG < 124.01 & Total Bilirubin >  = 0.72 | 71.80 | 28.20 |
8 | CPK >  = 114.09 & BUN < 30.00 & FBG < 124.01 & Total Bilirubin < 0.72 | 89.61 | 10.39 |
9 | CPK < 114.09 & CPK >  = 88.06 & BUN >  = 38.13 | 47.25 | 52.75 |
10 | CPK < 114.09 & CPK >  = 88.06 & BUN < 38.13 & hs-CRP >  = 0.62 & BUN >  = 26.05 | 65.61 | 34.39 |
11 | CPK < 114.09 & CPK >  = 88.06 & BUN < 38.13 & hs-CRP >  = 0.62 & BUN < 26.05 | 83.86 | 16.14 |
12 | CPK < 114.09 & CPK >  = 88.06 & BUN < 38.13 & hs-CRP < 0.62 | 78.79 | 21.21 |
13 | CPK < 114.09 & CPK < 88.06 & Sex(male) | 69.06 | 30.94 |
14 | CPK < 114.09 & CPK < 88.06 & Sex(female) & ALT >  = 9.00 & Total Bilirubin >  = 0.80 | 75.92 | 24.08 |
15 | CPK < 114.09 & CPK < 88.06 & Sex(female) & ALT >  = 9.00 & Total Bilirubin < 0.80 | 85.98 | 14.02 |
16 | CPK < 114.09 & CPK < 88.06 & Sex(female) & ALT < 9.00 | 93.43 | 6.57 |
Model II | |||
Num | Rules | Cov- (%) | Cov + (%) |
1 | Age >  = 54.00 & BMI >  = 26.77 & MPV >  = 9.60 & Sex(male) & Hemoglobin < 15.8 | 13.54 | 86.46 |
2 | Age >  = 54.00 & BMI >  = 26.77 & MPV >  = 9.60 & Sex(male) & Hemoglobin >  = 15.8 | 47.74 | 52.26 |
3 | Age >  = 54.00 & BMI >  = 26.77 & MPV >  = 9.60 & Sex(female) | 44.60 | 55.40 |
4 | Age >  = 54.00 & BMI >  = 26.77 & MPV < 9.60 | 65.00 | 35.00 |
5 | Age >  = 54.00 & BMI < 26.77 & Age >  = 59.04 | 67.60 | 32.40 |
6 | Age >  = 54.00 & BMI < 26.77 & Age < 59.04 | 81.82 | 18.18 |
7 | Age < 54.00 & MPV >  = 9.10 & MCHC >  = 32.31 | 70.35 | 29.65 |
8 | Age < 54.00 & MPV >  = 9.10 & MCHC < 32.31 | 91.70 | 8.30 |
9 | Age < 54.00 & MPV < 9.10 | 87.74 | 12.26 |
Model III | |||
Num | Rules | Cov- (%) | Cov + (%) |
1 | CPK >  = 114.09 & BUN >  = 30.00 & BMI >  = 26.77 & Age >  = 54.00 & MPV >  = 9.60 & MCHC < 35.6 | 11.85 | 88.15 |
2 | CPK >  = 114.09 & BUN >  = 30.00 & BMI >  = 26.77 & Age >  = 54.00 & MPV >  = 9.60 & MCHC >  = 35.6 | 57.48 | 42.52 |
3 | CPK >  = 114.09 & BUN >  = 30.00 & BMI >  = 26.77 & Age >  = 54.00 & MPV < 9.60 | 46.60 | 53.40 |
4 | CPK >  = 114.09 & BUN >  = 30.00 & BMI >  = 26.77 & Age < 54.00 | 55.05 | 44.95 |
5 | CPK >  = 114.09 & BUN >  = 30.00 & BMI < 26.77 | 64.34 | 35.66 |
6 | CPK >  = 114.09 & BUN < 30.00 & FBG >  = 139.05 | 40.88 | 59.12 |
7 | CPK >  = 114.09 & BUN < 30.00 & FBG < 139.05 & Total Bilirubin >  = 0.72 | 70.06 | 29.94 |
8 | CPK >  = 114.09 & BUN < 30.00 & FBG < 139.05 & Total Bilirubin < 0.72 | 88.82 | 11.18 |
9 | CPK < 114.09 & Cr >  = 1.40 | 36.39 | 63.61 |
10 | CPK < 114.09 & Cr < 1.40 & Cr >  = 1.00 | 70.76 | 29.24 |
11 | CPK < 114.09 & Cr < 1.40 & Cr < 1.00 & FBG >  = 118.34 | 73.48 | 26.52 |
12 | CPK < 114.09 & Cr < 1.40 & Cr < 1.00 & FBG < 118.34 & Sex(male) | 80.97 | 19.03 |
13 | CPK < 114.09 & Cr < 1.40 & Cr < 1.00 & FBG < 118.34 & Sex(female) | 90.10 | 9.90 |