A HighCorrelationFilter is also available. It calculates the correlation between features and removes them if it is higher than the user-specified threshold. Finally, QSPRpred provides integration with BorutaPy , which is a Python implementation of the Boruta filter . Boruta filtering is an all-relevant feature selection method that removes features based on their relevance compared to random features.