How I removed highly correlated columns to solve Kaggle’s Playground competition

Last week’s Kaggle playground competition, focused on sklearn’s predict_proba(). predict_proba() is a method provided by the sklearn library for machine learning in Python. It is used to predict the probability of a particular outcome for each sample in a dataset, given a trained model. The method takes in a test dataset and returns an array of…