Kaggle Data Predictions Regarding Heart Attacks
- Age: Age of the patient
- Sex: Sex of the patient
- exang: exercise induced angina (1 = yes; 0 = no)
- ca: number of major vessels (0-3)
- cp: Chest Pain type chest pain type
- Value 1: typical angina
- Value 2: atypical angina
- Value 3: non-anginal pain
- Value 4: asymptomatic
- trtbps: resting blood pressure (in mm Hg)
- chol: cholestoral in mg/dl fetched via BMI sensor
- fbs: (fasting blood sugar > 120 mg/dl) (1 = true; 0 = false)
- rest_ecg: resting electrocardiographic results
- Value 0: normal
- Value 1: having ST-T wave abnormality (T wave inversions and/or ST elevation or depression of > 0.05 mV)
- Value 2: showing probable or definite left ventricular hypertrophy by Estes' criteria
- thalach: maximum heart rate achieved
- target: 0= less chance of heart attack 1= more chance of heart attack
- age - age in years
- sex - sex (1 = male; 0 = female)
- cp - chest pain type (1 = typical angina; 2 = atypical angina; 3 = non-anginal pain; 0 = asymptomatic)
- trestbps - resting blood pressure (in mm Hg on admission to the hospital)
- chol - serum cholestoral in mg/dl
- fbs - fasting blood sugar > 120 mg/dl (1 = true; 0 = false)
- rest_ecg - resting electrocardiographic results (1 = normal; 2 = having ST-T wave abnormality; 0 = hypertrophy)
- thalach - maximum heart rate achieved
- exang - exercise induced angina (1 = yes; 0 = no)
- oldpeak - ST depression induced by exercise relative to rest
- slope - the slope of the peak exercise ST segment (2 = upsloping; 1 = flat; 0 = downsloping)
- ca - number of major vessels (0-3) colored by flourosopy
- thal - 2 = normal; 1 = fixed defect; 3 = reversable defect
- num - the predicted attribute - diagnosis of heart disease (angiographic disease status) (Value 0 = < diameter narrowing; Value 1 = > 50% diameter narrowing)