Adjusting the bootstrap in Random Forest
The RandomForest algorithm was introduced by Breiman back in 2001 (paper). In 2022 it is still a commonly used algorithm by many data scientists. The only... »
Reproducible Reports with MkDocs
In the post Using MkDocs for technical reporting I explained how MkDocs works and why it’s a good choice for writing technical reports. In this post... »
Introducing Skorecard for building better logistic regression models
skorecard is an open source python package that provides scikit-learn compatible tools for bucketing categorical and numerical features and building traditional credit risk acceptance models (scorecards)... »
Using MkDocs for technical reporting
In this post I will explain why MkDocs is well suited for writing technical reports on machine learning models and introduce relevant parts of the MkDocs... »
Using streamlit to set the threshold for a classifier
In this post I will demonstrate how to use streamlit to build an app that can help interactively set the threshold for your machine learning classifier.... »