【one-class_classification】什么意思_英语one-class_classification的翻译_音标_读音_用法_例句_在线翻译

one-class classification

一类分类

...制说明-知来数据 Keywords: one-class classification, outlier detection, robustness, ℓp-ball. [gap=269]关键词：一类分类，异常检测，鲁棒性，ℓ对球。

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单值分类

...单值分类；故障诊断 [gap=681]Keywords : support vector data description;empirical mode decomposition(EMD);one-class classification;fault diagnosis ...

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计算机科学技术 | 机械工程

一类分类 - 引用次数：7
Secondly, using one-classification to check the abnormity, and using multi-classification based on one-class classification to recognize fault, this method can reduce running time and retain veracity.2.

其次,应用一类分类方法对轴承的异常值进行检测;利用基于一类分类的多值分类方法来对轴承的故障类型进行识别,基于一类分类的方法在保持准确率的情况下,能极大的减小运算时间。

参考来源 - 支持向量机在设备故障诊断中的应用研究
单值分类 - 引用次数：1
参考来源 - 支持向量数据描述和经验模态分解相结合的故障诊断 FAULT DIAGNOSIS COMBINED SUPPORT VECTOR DATA DESCRIPTION AND EMPIRICAL MODE DECOMPOSITION

·2,447,543篇论文数据，部分数据来源于NoteExpress

abstract: One-class classification, also known as unary classification, tries to identify objects of a specific class amongst all objects, by learning from a training set containing only the objects of that class. This is different from and more difficult than the traditional classification problem, which tries to distinguish between two or more classes with the training set containing objects from all the classes.

以上来源于: WordNet

This method can build up one-class classification to distinguish normal and abnormal condition only using normal samples.

这种方法可以建立一个类分类，以区分正常和异常情况，只使用正常的样品。

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In addition, a new method of outlier detection in time series is proposed by combination of phase space theory and one-class classification method.

另外，结合一类分类方法和相空间重构理论，提出一种时间序列中的异常值检测方法。

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As a type of one-class classification algorithm, Support Vector Data Description (SVDD) was used to distinguish target objects from outlier objects.

支持向量域数据描述(SVDD)是一种单值分类算法，用于将目标样本与其他非目标样本区分开来。

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