公开(公告)号：US20160285805A1

公开(公告)日：2016-09-29

申请号：US15173236

申请日：2016-06-03

Applicant: Dell Software Inc.

Inventor： Jonathan J. Oliver ,  Scott Roy ,  Scott D. Eikenberry ,  Bryan Kim ,  David A. Koblas ,  Brian K. Wilson

IPC: H04L12/58 ,  H04L29/08

CPC classification number: H04L51/12 ,  G06N99/005 ,  H04L63/308 ,  H04L67/02

Abstract: A system and method are disclosed for improving a statistical message classifier. A message may be tested with a machine classifier, wherein the machine classifier is capable of making a classification on the message. In the event the message is classifiable by the machine classifier, the statistical message classifier is updated according to the reliable classification made by the machine classifier. The message may also be tested with a first classifier. In the event that the message is not classifiable by the first classifier, it is tested with a second classifier, wherein the second classifier is capable of making a second classification. In the event that the message is classifiable by the second classifier, the statistical message classifier is updated according to the second classification.

Abstract translation: 公开了一种用于改进统计消息分类器的系统和方法。 可以使用机器分类器来测试消息，其中机器分类器能够对消息进行分类。 在机器分类器对消息进行分类的情况下，根据机器分类器的可靠分类更新统计消息分类器。 消息也可以用第一分类器进行测试。 在消息不能被第一分类器分类的情况下，用第二分类器进行测试，其中第二分类器能够进行第二分类。 在第二分类器对消息进行分类的情况下，根据第二分类更新统计消息分类器。

公开(公告)号：US09386046B2

公开(公告)日：2016-07-05

申请号：US14312645

申请日：2014-06-23

Applicant: Dell Software Inc.

Inventor： Jonathan J. Oliver ,  Scott Roy ,  Scott D. Eikenberry ,  Bryan Kim ,  David A. Koblas ,  Brian K. Wilson

IPC: H04L29/06 ,  G06N99/00 ,  H04L12/58

CPC classification number: H04L51/12 ,  G06N99/005 ,  H04L63/308 ,  H04L67/02

Abstract: A system and method are disclosed for improving a statistical message classifier. A message may be tested with a machine classifier, wherein the machine classifier is capable of making a classification on the message. In the event the message is classifiable by the machine classifier, the statistical message classifier is updated according to the reliable classification made by the machine classifier. The message may also be tested with a first classifier. In the event that the message is not classifiable by the first classifier, it is tested with a second classifier, wherein the second classifier is capable of making a second classification. In the event that the message is classifiable by the second classifier, the statistical message classifier is updated according to the second classification.

Abstract translation: 公开了一种用于改进统计消息分类器的系统和方法。 可以使用机器分类器来测试消息，其中机器分类器能够对消息进行分类。 在机器分类器对消息进行分类的情况下，根据机器分类器的可靠分类更新统计消息分类器。 消息也可以用第一分类器进行测试。 在消息不能被第一分类器分类的情况下，用第二分类器进行测试，其中第二分类器能够进行第二分类。 在第二分类器对消息进行分类的情况下，根据第二分类更新统计消息分类器。