"Accuracy OF Models" linearregression = 0.57% svm = 0.89% RF = 0.87% log = 0.91% DT = 0.86%

Data Dictionary

age = Age of the patient

sex = Sex of the patient

cp = Chest pain type ~ 0 = Typical Angina, 1 = Atypical Angina, 2 = Non-anginal Pain, 3 = 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

restecg = Resting electrocardiographic results ~ 0 = Normal, 1 = ST-T wave normality, 2 = Left ventricular hypertrophy

thalachh = Maximum heart rate achieved

oldpeak = Previous peak

slp = Slope

caa = Number of major vessels

thall = Thalium Stress Test result ~ (0,3)

exng = Exercise induced angina ~ 1 = Yes, 0 = No

output = Target variable

Task {

To perform EDA and predict if a person is prone to a heart attack or not.}