Arya

I’ve finished training the model on the data. I used the Logistic Regression model, which is often used for predicting binary outcomes (like having or not having heart disease). Next, I want to make a UI for patients to enter their health inputs and see the model’s predictions.

I’ve written code to read and process the data. I used an open source dataset from the IEEE DataPort website, which combined 5 pre-existing heart disease datasets (cited below). The values were already sorted out nicely, so I didn’t need to account for NaN or non-numerics.

Manu Siddhartha, “Heart Disease Dataset (Comprehensive)”, IEEE Dataport, November 5, 2020, doi:10.21227/dz4t-cm36

I’m working on my first project! This is so exciting. I can’t wait to share more updates as I build.

I’m working on my first project! This is so exciting. I can’t wait to share more updates as I build.