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Pr{é}diction optimale pour un mod{è}le ordinal {à} covariables fonctionnelles (2506.18615v1)
Published 23 Jun 2025 in cs.LG
Abstract: We present a prediction framework for ordinal models: we introduce optimal predictions using loss functions and give the explicit form of the Least-Absolute-Deviation prediction for these models. Then, we reformulate an ordinal model with functional covariates to a classic ordinal model with multiple scalar covariates. We illustrate all the proposed methods and try to apply these to a dataset collected by EssilorLuxottica for the development of a control algorithm for the shade of connected glasses.