Repository with the notebooks and codes used to generate the images and discussions of the blog posts.
Hyperparameter search with threshold-dependent metrics 🇺🇸 (2023/01/06)
It can be dangerous to do hyperparameter tunning with threshold-dependent metrics directly. Here we discuss why and how to work around it.
MetaKMeans 🇧🇷 (2022/10/23)
A possible way to aggregate results from different K-Means to build an ensemble.
Boruta 🇧🇷 (2022/09/05)
The need for variable selection, the intuition behind Boruta algorithm, and practical usage tips.
