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Apr, 2024
鲁棒的截断lp-范数支持向量序回归
Robust Capped lp-Norm Support Vector Ordinal Regression
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Haorui Xiang, Zhichang Wu, Guoxu Li, Rong Wang, Feiping Nie...
TL;DR
介绍了一种新的鲁棒性支持向量序回归模型(CSVOR),它使用带权重矩阵的截断lp-范数损失函数来检测和消除训练过程中的异常值,在存在异常值的情况下表现优于现有的方法。
Abstract
ordinal regression
is a specialized supervised problem where the labels show an inherent order. The order distinguishes it from normal multi-class problem. Support Vector
ordinal regression
, as an outstanding
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