Land and building separation based on Shapley values
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DOI: 10.1057/s41599-020-0444-1
Abstract: The total value apportionment between land and building components remains an international issue both in theory and in practice. There are several concepts and methods of value separation, each leading to approximate estimations and therefore… read more here.
Keywords: quality; based shapley; value; land building ... See more keywords
Interpretable machine learning with tree-based shapley additive explanations: Application to metabolomics datasets for binary classification
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DOI: 10.1101/2022.09.19.508550
Abstract: Machine learning (ML) models are used in clinical metabolomics studies most notably for biomarker discoveries, to identify metabolites that discriminate between a case and control group. To improve understanding of the underlying biomedical problem and… read more here.
Keywords: tree based; shapley additive; additive explanations; machine learning ... See more keywords