Public
This directory contains 9 workflows.
01_Compute_LIMEs
This is an example for computing explanation using LIME. An XGBoost model was picked, but any model and its set of Learner and Predictor nodes can be […]
01_Explainable_Artificial_Intelligence_(XAI)_Simple
This application is a simple example of AutoML with KNIME Software for binary and multiclass classification. The output models are then explained via the […]
02_XAI_Credit_Scoring_Example
This workflow demonstrates the usage of the verified components developed to interpret machine learning models. In the example, the Credit Scoring data set […]
04_SHAP_and_Shapley_Values
This worflow shows how to use SHAP and Shapley Values Loop nodes and creates Stacked Bar Charts similar to Force Plots for you to compare the explanations.