Anatoly AlekseevWhy PR/ROC AUC should NOT be your first choice metrics for classification tasksIn this article I’d like to share with you my findings about inconsistency of traditional ML metrics when it comes to imbalanced binary…Aug 8, 2023Aug 8, 2023
Anatoly AlekseevHow to distinguish between structured and random signals in PythonDistinguishing random from structured signals is a fundamental task in statistics, machine learning, and data science in general, as it…Apr 13, 2023Apr 13, 2023
Anatoly AlekseevinInFreelance.proWhy data should be a freelancer’s best friendData-driven freelancing is not for everyone, but it opens cool possibilities. Maybe you should explore it?Feb 19, 2022Feb 19, 2022