Table 10 Rules generated from 8 significant features using weighted associative rule mining
From: A novel approach for heart disease prediction using strength scores with significant predictors
No | Rules | Confidence |
|---|---|---|
1 | Sex = Female CP = nonAnginalPain Thal = normal =  =  > class_HD = No Heart Disease | 1 |
2 | Sex = Female Exang = No Oldpeak = greaterThanZero CA = zero =  =  > class_HD = No Heart Disease | 1 |
3 | CP = asymptomatic Exang = Yes Oldpeak = greaterThanZero Thal = reversible =  =  > class_HD = Heart Disease | 0.98 |
4 | Sex = Male CP = asymptomatic Exang = Yes Oldpeak = greaterThanZero Thal = reversable =  =  > class_HD = Heart Disease | 0.97 |
5 | CP = asymptomatic Fbs = FALSE Exang = Yes Oldpeak = greaterThanZero Thal = reversable =  =  > class_HD = Heart Disease | 0.97 |
6 | Sex = Female CP = nonAnginalPain =  =  > class_HD = No Heart Disease | 0.97 |
7 | Sex = Female Fbs = FALSE Exang = No Oldpeak = greaterThanZero Thal = normal =  =  > class_HD = No Heart Disease | 0.97 |
8 | Sex = Male CP = asymptomatic CA = one =  =  > class_HD = Heart Disease | 0.97 |
9 | Sex = Female CP = nonAnginalPain Exang = No =  =  > class_HD = No Heart Disease | 0.97 |
10 | CP = asymptomatic Exang = Yes Slope = flat Thal = reversable =  =  > class_HD = Heart Disease | 0.97 |
11 | CP = asymptomatic Exang = Yes Oldpeak = greaterThanZero Slope = flat Thal = reversable =  =  > class_HD = Heart Disease | 0.97 |
12 | Sex = Male CP = asymptomatic Fbs = FALSE Exang = Yes Oldpeak = greaterThanZero Thal = reversable =  =  > class_HD = Heart Disease | 0.97 |
13 | Sex = Female Exang = No CA = zero =  =  > class_HD = No Heart Disease | 0.96 |
14 | Sex = Female Exang = No CA = zero Thal = normal =  =  > class_HD = No Heart Disease | 0.96 |
15 | CP = asymptomatic Slope = flat Thal = reversable =  =  > class_HD = Heart Disease | 0.96 |
16 | Sex = Female Fbs = FALSE Exang = No CA = zero =  =  > class_HD = No Heart Disease | 0.96 |
17 | CP = asymptomatic Oldpeak = greaterThanZero Slope = flat Thal = reversable =  =  > class_HD = Heart Disease | 0.96 |
18 | Sex = Female Fbs = FALSE Exang = No CA = zero Thal = normal =  =  > class_HD = No Heart Disease | 0.96 |
19 | CP = asymptomatic Fbs = FALSE Slope = flat Thal = reversable =  =  > class_HD = Heart Disease | 0.95 |
20 | CP = asymptomatic Fbs = FALSE Oldpeak = greaterThanZero Slope = flat Thal = reversable =  =  > class_HD = Heart Disease | 0.95 |