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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