Exercise 3 Solution

Summary

I used a RandomForestClassifier with 100 trees and a max depth of 4. With these basic features, it achieved a precision of 73% and a recall of 81%. Further improvements can be made by using a more advanced technique for RR interval time series regularization, and by using more informative features. See the further resources sections for example of more advanced atrial fibrillation detection algorithms.