Interpretable Machine Learning Based on Functional ANOVA Framework: Algorithms and Comparisons
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DOI: 10.1002/asmb.2916
Abstract: In the early days of machine learning (ML), the emphasis was on developing complex algorithms to achieve best possible predictive performance. To understand and explain the model results, one had to rely on post hoc… read more here.
Keywords: framework; functional anova; interpretable machine; machine learning ... See more keywords