How to Open a Black Box Classifier for Tabular Data
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DOI: 10.3390/a16040181
Abstract: A lack of transparency in machine learning models can limit their application. We show that analysis of variance (ANOVA) methods extract interpretable predictive models from them. This is possible because ANOVA decompositions represent multivariate functions… read more here.
Keywords: box classifier; classifier tabular; tabular data; black box ... See more keywords