Search for tag: "shap"

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XAI Lecture Recording - Framework for XAI (Part 1) duration 15 minutes 17 seconds XAI Lecture Recording - Framework for XAI (Part 1) XAI Lecture Recording - Framework for XAI (Part 1)	XAI Lecture Recording - Framework for XAI (Part 1) This lecture will cover several frameworks outlining differences between transparent and opaque ML models, different XAI techniques, and types of explanations. xai explainable machine learning xai course model stakeholder models techniques technique decision questions rules shap points notion instances chapter instance features From Auste Simkute 0 likes 58 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021
XAI Lecture Recording - SHAP (Part 3) duration 9 minutes 55 seconds XAI Lecture Recording - SHAP (Part 3) XAI Lecture Recording - SHAP (Part 3)	XAI Lecture Recording - SHAP (Part 3) This lecture will provide an overview of one of the most popular XAI techniques - SHAP. xai explainable machine learning machine learning shap values model feature tree features questions app student instance question plots shapley interpretations explanations classification prediction forest mathematics independence From Auste Simkute 0 likes 27 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created June 30th, 2021
XAI Lecture Recording - SHAP (Part 2) duration 16 minutes 5 seconds XAI Lecture Recording - SHAP (Part 2) XAI Lecture Recording - SHAP (Part 2)	XAI Lecture Recording - SHAP (Part 2) This lecture will provide an overview of one of the most popular XAI techniques - SHAP. xai explainable machine learning machine learning feature features values model shap output shapley instance coalition prediction function kernel axis visualisation instances tree impact cases leaf linear From Auste Simkute 0 likes 41 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created June 30th, 2021
XAI Lecture Recording - SHAP (Part 1) duration 13 minutes 15 seconds XAI Lecture Recording - SHAP (Part 1) XAI Lecture Recording - SHAP (Part 1)	XAI Lecture Recording - SHAP (Part 1) This lecture will provide an overview of one of the most popular XAI techniques - SHAP. xai explainable machine learning machine learning shap model feature values shapley features prediction impact instance game dash linear theory absence presence shop explanation vector output contribution From Auste Simkute 0 likes 46 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created June 30th, 2021