The power of ensemble methods.
Have you ever participated in a Kaggle’s playground competition? I recently took part in one that aimed to predict the chance of a stroke based on various factors like age, gender, glucose levels, BMI, and more. The data provided for these competitions can be a bit messy, with added noise and outliers, so it’s important to start with some good old-fashioned data preparation and cleaning. First thing I look for is null-values....