Browsing Department of Informatics by Subject "self-training"
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Improving Stability of Tree-Based Models
(Master thesis, 2023-06-01)Motivated by the instability of tree-based methods experienced by the insurance industry, this thesis provides innovative and novel methods for updating regression trees in a stable manner. All methods are shown to increase ...