BriefGPT.xyz
Dec, 2021
灌木丛集用于在线分类
Shrub Ensembles for Online Classification
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Sebastian Buschjäger, Sibylle Hess, Katharina Morik
TL;DR
本文提出了一种名为“Shrub Ensembles”的新型在线分类集成算法,它使用随机近端梯度下降法训练小到中等大小的决策树,并在小窗口上处理数据以节省内存。实验表明,该方法在资源有限的情况下仍然表现出色。
Abstract
online learning
algorithms have become a ubiquitous tool in the machine learning toolbox and are frequently used in small, resource-constraint environments. Among the most successful
online learning
methods are D
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