Table 8 Rules generated from all the features using WARM
From: A novel approach for heart disease prediction using strength scores with significant predictors
No | Rules | Confidence |
|---|---|---|
1 | Trestbps = unusual Thalach = Tachycardia Exang = No CA = zero Thal = normal =  =  > class_HD = No Heart Disease | 0.96 |
2 | Trestbps = unusual Fbs = FALSE Thalach = Tachycardia Exang = No CA = zero Thal = normal 52 =  =  > class_HD = No Heart Disease | 0.96 |
3 | Sex = Female Exang = No CA = zero =  =  > class_HD = No Heart Disease | 0.96 |
4 | Sex = Female Thalach = Tachycardia Exang = No CA = zero =  =  > class_HD = No Heart Disease | 0.96 |
5 | Sex = Female Exang = No CA = zero Thal = normal =  =  > class_HD = No Heart Disease | 0.96 |
6 | Age = betweenAge Trestbps = unusual Exang = No CA = zero Thal = normal =  =  > class_HD = No Heart Disease | 0.96 |
7 | CP = asymptomatic Slope = flat Thal = reversable =  =  > class_HD = Heart Disease | 0.96 |
8 | Sex = Female Fbs = FALSE Exang = No CA = zero =  =  > class_HD = No Heart Disease | 0.96 |
9 | Sex = Female Fbs = FALSE Thalach = Tachycardia Exang = No CA = zero =  =  > class_HD = No Heart Disease | 0.96 |
10 | Sex = Female Thalach = Tachycardia Exang = No CA = zero Thal = normal =  =  > class_HD = No Heart Disease | 0.96 |
11 | Age = betweenAge Trestbps = unusual Thalach = Tachycardia Exang = No CA = zero Thal = normal 48 =  =  > class_HD = No Heart Disease | 0.96 |
12 | Trestbps = unusual Exang = No CA = zero Thal = normal =  =  > class_HD = No Heart Disease | 0.95 |
13 | Trestbps = unusual Fbs = FALSE Thalach = Tachycardia CA = zero Thal = normal =  =  > class_HD = No Heart Disease | 0.95 |
14 | Age = betweenAge CP = asymptomatic Oldpeak = greaterThanZero Thal = reversable =  =  > class_HD = Heart Disease | 0.95 |
15 | Restecg = normal Thalach = Tachycardia Exang = No CA = zero Thal = normal =  =  > class_HD = No Heart Disease | 0.95 |
16 | CP = asymptomatic Fbs = FALSE Oldpeak = greaterThanZero Thal = reversable =  =  > class_HD = Heart Disease | 0.94 |
17 | Trestbps = unusual Fbs = FALSE Exang = No CA = zero Thal = normal =  =  > class_HD = No Heart Disease | 0.94 |
18 | CP = asymptomatic Exang = Yes Thal = reversable =  =  > class_HD = Heart Disease | 0.94 |
19 | Sex = Male CP = asymptomatic Exang = Yes Oldpeak = greaterThanZero =  =  > class_HD = Heart Disease | 0.94 |
20 | Age = betweenAge CP = asymptomatic Thalach = Tachycardia Oldpeak = greaterThanZero Thal = reversable =  =  > class_HD = Heart Disease | 0.94 |