Heart Disease Prediction

  
 It's a clean, easy to understand set of data. However, the meaning of some of the column headers are not obvious. Here's what they mean,  
 Age: displays the age of the individual.  
 Sex: displays the gender of the individual using the following format :  
 1 = male  
 0 = female  
 Chest-pain type: displays the type of chest-pain experienced by the individual using the following format :  
 0 = typical angina  
 1 = atypical angina  
 2 = non — anginal pain  
 3 = asymptotic  
 Resting Blood Pressure: displays the resting blood pressure value of an individual in mmHg (unit)  
 Serum Cholestrol: displays the serum cholesterol in mg/dl (unit)  
 Fasting Blood Sugar: compares the fasting blood sugar value of an individual with 120mg/dl.  
 If fasting blood sugar > 120mg/dl then : 1 (true) else : 0 (false)  
 Resting ECG : displays resting electrocardiographic results  
 0 = normal  
 1 = having ST-T wave abnormality  
 2 = left ventricular hyperthrophy  
 Max heart rate achieved : displays the max heart rate achieved by an individual.  
 Exercise induced angina :  
 1 = yes  
 0 = no  
 ST depression induced by exercise relative to rest: displays the value which is an integer or float.  
 Peak exercise ST segment :  
 1 = upsloping  
 2 = flat  
 3 = downsloping  
 Number of major vessels (0–3) colored by flourosopy : displays the value as integer or float.  
 Thal : displays the thalassemia :  
 0 = normal  
 1 = fixed defect  
 2 = reversible defect  
 Diagnosis of heart disease : Displays whether the individual is suffering from heart disease or not :  
 0 = absence  
 1, 2, 3, 4 = present.

AGE
(Age: 1 - 150)

SEX
(Male: 1 & Female: 0)

CP
(Enter Single Value From Range 0-3)

TRESTBPS
(Enter Non-Decimal Value)

CHOL
(Enter Non-Decimal Value)

FBS
(1 = True; 0 = False)

RESTECG
(Enter Single Value From Range 0-2)

THALACH
(Enter Non-Decimal Value)

EXANG
(Exercise: 1 = YES; 0 = NO)

OLDPEAK
(Enter Decimal Value)

SLOPE
(Enter Single Value From Range 0-2)

CA
(Enter Single Value From Range 0-4)

THAL
(Enter Single Value From Range 0-3)

Heart Disease Prediction

Coronary Artery Disease

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