Marginal effects for non-linear prediction functions - Scholbeck, Christian A.; Casalicchio, Giuseppe; Molnar, Christoph; Bischl, Bernd; Heumann, Christian (Data mining and knowledge discovery, 2024)
Keywords: Artificial Intelligence; Chemistry and Earth Sciences; Computer Science; Data Mining and Knowledge Discovery; Generalized linear models; Information Storage and Retrieval; Linear prediction; Machine learning; Nonlinearity; Physics; Regression models; Special Issue on Explainable and Interpretable Machine Learning and Data Mining; Statistical models; Statistics for Engineering; Subgroups; XAI; Interpretations; Model-agnostic; Interpretable machine learning; Conditional average marginal effects; IML; NLM; Non-linearity measure; Forward marginal effects; Explainable AI; Forward difference; cAME; FME