Heart-Attack-Analysis-Prediction

About this dataset

• 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

  1. Value 1: typical angina
  2. Value 2: atypical angina
  3. Value 3: non-anginal pain
  4. 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

  1. Value 0: normal
  2. Value 1: having ST-T wave abnormality (T wave inversions and/or ST elevation or depression of > 0.05 mV)
  3. 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