Dr. Dave GuggenheimHigh Speed Policy Decision MakingA Demonstration of Data Analytics + AI to Create a Business ConsultantSep 10
Jeffrey NäfinTowards Data ScienceVariable Importance in Random ForestsTraditional Methods and New DevelopmentsNov 3, 20232
Conor O'SullivaninTowards Data SciencePermutation Feature Importance from ScratchUnderstanding the importance of permutations in the field of explainable AIApr 24Apr 24
Zlatan BinPython in Plain EnglishTowards Better Decision Tree VisualizationsFrom improved layout and colors to data flow diagramsApr 231Apr 231
Conor O'SullivaninTowards Data ScienceSHAP for Categorical FeaturesAdding up SHAP values of categorical features that have been transformed with one-hot encodingsJun 21, 20225Jun 21, 20225
Dr. Dave GuggenheimHigh Speed Policy Decision MakingA Demonstration of Data Analytics + AI to Create a Business ConsultantSep 10
Jeffrey NäfinTowards Data ScienceVariable Importance in Random ForestsTraditional Methods and New DevelopmentsNov 3, 20232
Conor O'SullivaninTowards Data SciencePermutation Feature Importance from ScratchUnderstanding the importance of permutations in the field of explainable AIApr 24
Zlatan BinPython in Plain EnglishTowards Better Decision Tree VisualizationsFrom improved layout and colors to data flow diagramsApr 231
Conor O'SullivaninTowards Data ScienceSHAP for Categorical FeaturesAdding up SHAP values of categorical features that have been transformed with one-hot encodingsJun 21, 20225
2nd Order SolutionsEnhancing Trust in Credit Risk Models: A Comparative Analysis of EBMs and GBMsAuthors: Congcong Ma, Solange Umuhoza, and Alice LiuFeb 20
Conor O'SullivaninTowards Data ScienceWhat is Explainable AI (XAI)?An introduction to XAI— the field aimed at making machine learning models understandable to humansSep 19, 20221
Future Tech FeedNavigating Transparency: Explaining AI Models with XAI and Interpretable Machine LearningIntroductionDec 28, 2023
