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Heart_Disease_Prediction

This site will help you to predict your heart disease, whether you have some problem or not!

Why to keep track of your heart?? Tracking your heart is crucial for early detection of issues like hypertension or high cholesterol, enabling preventive care and lifestyle adjustments. It ensures effective medication management, monitors post-surgery recovery, and enhances overall quality of life. Prioritizing heart health promotes longevity and a healthier, more fulfilling life.

Understanding our DataSet:

  1. Age : Age of the patient

  2. Sex : Sex of the patient

  3. cp : Chest Pain type chest pain type

  • Value 0: typical angina
  • Value 1: atypical angina
  • Value 2: non-anginal pain
  • Value 3: asymptomatic
  1. trtbps : resting blood pressure (in mm Hg)

  2. chol : cholestoral in mg/dl fetched via BMI sensor

  3. fbs : (fasting blood sugar > 120 mg/dl) (1 = true; 0 = false)

  4. 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
  1. thalach : maximum heart rate achieved

  2. exang: exercise induced angina (1 = yes; 0 = no)

  3. ca: number of major vessels (0-3)

  4. target : 0= less chance of heart attack 1= more chance of heart attack

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  1. Set-ExecutionPolicy Bypass -Scope Process
  2. myenv\Scripts\activate

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