Recent Posts

(TIL) Sklearn: Tree diagram

less than 1 minute read

The plot_tree() function allows you to create a diagram of steps present in a decision tree model:

(TIL) Sklearn: Pipeline diagram

less than 1 minute read

Estimators can be displayed with a HTML representation when shown in a jupyter notebook. This can be useful to diagnose or visualize a Pipeline with many ...

(TIL) Sklearn: Column transformations

less than 1 minute read

The Scikit-learn pipeline has a function called ColumnTransformer which allows you to easily specify which columns to apply the most appropriate preproces...

Probabilistic interpretation of AUC

less than 1 minute read

The area under the ROC (receiver operating characteristic) curve, or AUC, is a popular and robust metric for machine learning classification. However, one is...