Predict your chance of having a heart disease because prevention is better than cure!

Predict your Chance of Having a Heart Disease

Enter the appropriate values of symptoms you face. Get the chances of you contracting heart disease based on those values.

Heart Disease Predictor

Sex (0=female,1=male)
Resting Blood Pressure (94 - 200 mmHg)
Thalium Stress Test Maximum Heart Rate (71 - 202)
Number of Major Vessels Colored by Fluoroscopy (0 - 3)
Chest Pain Type (1=typical angina, 2=atypical angina, 3=non-angina, 4=asymptomatic angina)
Peak Exercise ST Segment (0=flat or downsloping, 1=upsloping)
Thalium Test: (0=normal or fixed defect, 1=reversible defect)

Analysis Results Based on Dataset Available

Model's accuracy is 87.3 +- 1.4%. The following are the results of analysis done on the available heart disease dataset. Each graph shows the result based on different attributes.

Green box indicates No Disease. Red box indicates Disease.

Future Scope

We can embed this application into a real time system which has sensors that measure certain attributes. This will help us get prediction and alerts in real time based on the body condition of the user.

Predict your chance of having a heart disease because prevention is better than cure!