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arXiv stat.ML · Papers

Twoblock clustering trees with coskewness-based dimension reduction: recovering piecewise multivariate linear regimes

arXiv:2607.20760v1 Announce Type: cross Abstract: The twoblock clustering tree (tbtree) is introduced as a highly interpretable regression tree for multivariate responses. Twoblock trees are deterministic decision trees that have local multivariate linear models as their leaves and use dense or sparse twoblock dimensi