Public space
02 Explainable AI (XAI)
| Type | Name | |
|---|---|---|
| 01_Global_Feature_Importance_Example | ||
| 02_XAI_Credit_Scoring_Example | ||
| 03_XAI_Credit_Scoring_Example_Global_Feature_Importance | ||
| 04_XAI_Credit_Scoring_Example_Local_Explanation_View | ||
| 05_XAI_Credit_Scoring_Example_XAI_View | ||
| 06_Global_Feature_Importance_for_a_Custom_Model |
Example solutions on application of explainable AI techniques to evaluate machine learning models. The techniques include global and local feature importance, SHAP, partial dependence plot and individual conditional expectation plot.