Litcius/Paper detail

Global and local interpretability techniques of supervised machine learning black box models for numerical medical data

Hajar Hakkoum, Ali Idri, Ibtissam Abnane

2024Engineering Applications of Artificial Intelligence77 citationsDOI

Topics & Concepts

InterpretabilityComputer scienceMachine learningArtificial intelligenceBlack boxRandom forestSupport vector machineBayes' theoremNaive Bayes classifierBayesian probabilityExplainable Artificial Intelligence (XAI)Imbalanced Data Classification TechniquesMachine Learning and Data Classification
Global and local interpretability techniques of supervised machine learning black box models for numerical medical data | Litcius