分类机

It gets the information of grinding through the multi-sensors data fusion method, the information is classified by the SVMs classificatory.

基于支持向量机的磨削参数决策系统通过多传感器信息融合获得磨削状态信息，用支持向量机分类器对其分类。

For determining the membership function in text classification with fuzzy support vector machine, a construction approach of text classifier based on fuzzy support vector machine and decision tree was proposed.

针对模糊支持向量机在文本分类应用中的隶属度函数确定问题，提出了一种基于模糊支持向量机与决策树的文本分类器的构建方法。

In the classification part, we propose a Hybrid Classification Tree with learning capability to classify the recipe of a working wafer in the ion implanter, and a k-fold cross validation error is treated as the accuracy of the classification result.

在分类部分，我们提出具有学习能力的混合型分类树，针对离子植入机里正在运作晶圆的配方进行分类，所得到的k-交叠相互验证错误率则用来作为分类结果的准确性。

Support vector machine is an effective type of learning classification algorithm but it needs solving a quadratic programming problem.

支撑矢量机是一种有效的分类学习算法，但标准支撑矢量机的求解需要解一个二心能信号分类方法研究次规划问题。

These methods lead to the absence of the assessment subject and results in inevitable systematic error.

本文介绍了支持向量机方法和模糊积分，通过与基于投票方式的集成支持向量机、单一支持向量机和模糊神经网络的方法进行比较，结果表明基于模糊积分的集成支持向量机的分类准确性明显好于其它几种方法。

While in the transductive support vector machines all the test examples are treated equally, in the fuzzy transductive support vector machines, test examples are treated discriminatively according to their fuzzy labels. Thus, the adjustment of the decision hyperplane is refined, hence a more reliable decision function.

在直推支持向量机中，所有的测试样本被同等对待，而在模糊直推支持向量机中，根据其模糊类别标记的不同，测试样本得到区别对待，从而细化了分类决策面的调整过程，进而可以得到更为可靠的文本分类规则。

Based on the idea of nonparallel hyperplanes, a novel multi-class cluster support vector machine method was proposed to settle the multi-class classification problem of support vector machines.

针对支持向量机的多分类问题，提出一种新颖的基于非平行超平面的多分类簇支持向量机。

This paper designs the automatic text categorization system of public security information based on Support Vector Machine,according to the requirements of public security information.This system not only distinguishes the text classification automatically,but also retrains the features information at different stages of the categorization process.It will support the further information procession.Meanwhile,this system reduces the coupling degree of the subcomponents,provides the flexible system structure,and improves the adaptability of system.

根据公安情报分类系统的需求，设计了基于支持向量机的公安情报分类系统，该系统不仅能够实现情报文本的自动分类，而且能够保留在情报文本分类的不同阶段语料的特征信息，为情报信息的进一步加工处理提供支持，同时系统中各模块间采用松耦合的方式衔接，提高了系统的适应性和灵活性。

The main purpose of this paper is to propose a unsupervised clustering-based method to pre-extract the support vector for training the SVM in light of the theory that the classification facet of SVM is determined by support vector only. By analyzing the limitation existed in current multi-class classification methods, and taking into account comprehensively the separability of the class set of nodes, a hierarchical classification method of SVM binary tree based on tree classifier with optimized overall performance is designed.

针对SVM的分类面仅由支持向量决定的理论，提出一种基于无监督聚类方法来预抽取支持向量，训练向量机；并分析现有多类分类方法所存在的弊端，基于综合考虑节点的类集合可分性，设计一种基于树分类器整体性能最优的SVM二叉树层次分类方法。

Tension Control of the book's introduction, from the tension control Uncoiler principle, characteristics, classification, function and implementation are described; vector transformation from the basic principles of control, inverter control technology boards T400 model and outlines the aspects of how to control the tension the problem; In addition to the tension control roller load balancing and analysis were summarized, the principle of load balancing, sorting and implementation.

有关开卷机张力控制的介绍，从开卷机张力控制的原理、特点、分类、作用及实现进行了阐述；从矢量变换控制的基本原理、变频器的控制模式及T400工艺板方面概括了张力如何控制的问题；另外对张力辊的负荷平衡控制进行了总结和分析，有关负荷平衡的原理、分类和实现。

For a big chunk of credit-card losses; the number of filings (and thus charge-off rates) would be rising again, whether

年美国个人破产法的一个改动使得破产登记急速下降，而后引起了信用卡大规模的亏损。

Eph. 4:23 And that you be renewed in the spirit of your mind

弗四23 而在你们心思的灵里得以更新