Local linear model tree with optimized structure

This paper investigates the local linear model tree (LOLIMOT) with optimized structure. The performance of the LOLIMOT model depends on how the neurons are constructed. In the typical LOLIMOT model, the number of neurons is initially set as one and starts to increase by repeatedly splitting an exist...

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Bibliographic Details
Main Authors: Xiaoyan Hu, Yu Gong, Dezong Zhao, Wen Gu
Format: Default Article
Published: 2021
Subjects:
LOLIMOT
gradient descent search
optimized structure
Online Access:https://hdl.handle.net/2134/14511504.v1
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https://hdl.handle.net/2134/14511504.v1

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