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- W892735 abstract "In this paper we show how to avoid unnecessary calculations and to save considerably the computational cost in a wide class of tree-based methods. So called auxiliary statistics, which enable to restrict handling the raw data, are introduced. Aside that, a fast splitting algorithm is outlined, which allows to recognize and avoid unnecessary split evaluations during the search of an optimal split. Relationships between the computational cost savings and properties of both a specific method and data are summarized." @default.
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- W892735 date "1998-01-01" @default.
- W892735 modified "2023-09-27" @default.
- W892735 title "Computational Enhancements in Tree-Growing Methods" @default.
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- W892735 doi "https://doi.org/10.1007/978-3-642-72253-0_40" @default.
- W892735 hasPublicationYear "1998" @default.
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