Bringing a Ruler Into the Black Box: Uncovering Feature Impact from Individual Conditional Expectation Plots

Andrew Yeh, Anhthy Ngo

2021Communications in computer and information science11 citationsDOI

Topics & Concepts

Feature (linguistics)Metric (unit)Computer scienceArtificial intelligenceAnalogyFeature modelMachine learningData miningEngineeringSoftwareProgramming languageLinguisticsOperations managementPhilosophyExplainable Artificial Intelligence (XAI)Machine Learning and Data ClassificationData Visualization and Analytics