Using Machine Learning to know if your chest pain is the sign of Heart Disease or not

We are going to use the Heart Disease Data Set provided by Machine Learning Repository of University of California. The UCI page mentions following as the principal investigator responsible for the data collection: 1. Hungarian Institute of Cardiology. In this project we are going to classify whether the chest pain is the indication of Heart Disease or not by using the person's Age, Sex, Type of Chest Pain, Blood Pressure, Cholesterol Level and their Heart Disease status data. First of all let's look at our Data Dictionary: Here we have total of 14 columns, 13 columns for our features and 1 column for the label. We are using pandas for data processing.