Projected random forests and conformal prediction of circular data

arXiv:2410. 24145v3 Announce Type: replace Abstract: We apply conformal prediction techniques to regression problems with circular responses, producing prediction sets with adaptive arc length and finite-sample coverage guarantees for any circular predictive model under the assumption of data exchangeability.