公开(公告)号：US20170059480A1

公开(公告)日：2017-03-02

申请号：US15247554

申请日：2016-08-25

Applicant: Viavi Solutions Inc.

Inventor： Changmeng HSIUNG ,  Christopher G. PEDERSON ,  Peng ZOU ,  Lan SUN

IPC: G01N21/31 ,  G06N7/00 ,  G06N99/00

CPC classification number: G01N21/31 ,  G06F19/703 ,  G06F19/707 ,  G06N7/005 ,  G06N99/005

Abstract: A device may receive information identifying results of a spectroscopic measurement of an unknown sample. The device may perform a first classification of the unknown sample based on the results of the spectroscopic measurement and a global classification model. The device may generate a local classification model based on the first classification. The device may perform a second classification of the unknown sample based on the results of the spectroscopic measurement and the local classification model. The device may provide information identifying a class associated with the unknown sample based on performing the second classification.

Abstract translation: 设备可以接收识别未知样品的光谱测量结果的信息。 该装置可以基于光谱测量的结果和全局分类模型来执行未知样本的第一分类。 设备可以基于第一分类生成本地分类模型。 该装置可以基于光谱测量和局部分类模型的结果执行未知样品的第二分类。 该装置可以基于执行第二分类来提供标识与未知样本相关联的类别的信息。