permutation-importances

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

A demonstration of the explainerdashboard package that that displays model quality, permutation importances, SHAP values and interactions, and individual trees for sklearn RandomForestClassifiers, etc

A Python Package that computes Target Permutation Importances (Null Importances) of a machine learning model.

Grouped version of permutation importance

Hitting vs Pitching vs Fielding vs Baserunning (Feature Importance)

Why do employees leave? This project first compares the predictive performance of three different models, then uses the best model to help reveal the top contributing factors.

Tech Challenge of the Postgraduate in Data Analytics, from FIAP, developing a Data Warehouse with data from PNAD-COVID-19, from IBGE, using Pyspark and Google BigQuery for ETL, as well as an analysis of the importance of variables using permutation and a random forest model for classifying the condition of COVID-19,to guide the analysis of the data