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Aiming at the dual affects to classification results by each input data, this method has punish item be fuzzy, compensates weight to classification, reconstructs the optimization problem and its restrictions, reconstructs Langrage formula, and presents the theories deduction. This method is applied to the credit evaluating system of personal loan.

1引言支持向量机(Support Vector Machine，SVM)是20世纪90年代中期在统计学习理论(Statistical Learning Theory，SLT)的基础上提出的一种新的机器学习方法，它基于VC维理论和结构风险最小化原理，在很大程度上克服了传统机器学习中的维数灾难以及局部极小等问题[1，2]。

Based on SLT and Structure Risk Minimum principle, Support Vector Machine is not only simple in structure, but also has good generalization ability.

基于统计学习理论和结构风险最小化原则的支持向量机不仅模型结构简单，而且具有良好的泛化能力。

near-stoichiometry ; lithium tantalate crystal ; Raman spectrum ; defects

另外，许多实验已经证明SLT晶体在光学应用中有很好的性能

Edema disease is a common cause of illness and death loss in pigs during the first 2 weeks after weaning. The disease is an enterotoxemia caused by Shiga-like toxin Escherichia coli that colonize the small intestine and produce SLT-IIe.

猪水肿病(Porcine Edema disease，ED)是仔猪常见的一种急性致死性传染病，主要由某些特定血清型产类志贺毒素大肠杆菌(Shiga-like toxin Escherichia coli，SLTEC)引起的肠毒血症。

The results showed that SLT-Ⅱe is the main nosogenesis of swine edema disease and mouse can become animal model of swine edema disease.

结果表明志贺样毒素二型变异体是引起猪水肿病主要致病因子，小鼠可作为研究猪水肿病的动物模型。

In the 1990s, a more complete theoretical system - the achievement of statistical learning theory and neural networks, and other than because of the emerging machine learning methods of the difficulties encountered some important, such as how to determine the issue of network structure, overfitting and underfitting, the local minimum points ect, makes the rapid development and improvement of SVM in resolving the small sample, non-linear and high-dimensional pattern recognition problems in the performance of many unique advantages and can function to promote the use of fitted function and other machines learning problems.

上世纪90年代，一个较完善的理论体系--统计学习理论( Statistical Learning Theory，简称SLT)的实现和由于神经网络等较新兴的机器学习方法的研究遇到一些重要的困难，比如如何确定网络结构的问题、过学习与欠学习问题、局部极小点问题等，使得SVM迅速发展和完善，在解决小样本、非线性及高维模式识别问题中表现出许多特有的优势，并能够推广应用到函数拟合等其他机器学习问题中。

It is available on SLE and SLT extended and crew cab models as part of the enhanced trailering package.

正是在系统性红斑狼疮和SIL可扩展和增强的trailering包的一部分，队员舱模型。

A variety of useful convenience items are available on SLE and SLT models, including a touch-screen navigation radio, power-operated sunroof, power-sliding rear window and XM Satellite Radio.

实用方便的各种物品可在系统性红斑狼疮和SIL模型，包括触摸屏无线电导航系统，动力操作的天窗，电动滑动后窗玻璃和XM卫星广播。

Support Vector Machines is an important area of SLT, which developed after the neural networks.

支持向量机是在神经网络之后，建立在统计学习理论基础上的一种新的机器学习技术。

Around 0805 hours, slt. Constantin Stegaru noticed a large transport vessel on an approximate course of 290 degrees heading towards Yalta.

海豚号进行了战术机动，占据了良好的射击位置，在八点四十四分向该船发射了鱼雷。

He and Nina moved to California and lived at 2005 Ivar Street, Apt.

他和Nina搬到加州，并在2005年伊瓦尔街，公寓生活。

Droperidol （ potently inhibits transfected HERGchannels and this is the probable mechanism for QT prolongation.

氟哌利多有效地抑制了转染的 HERG 钾通道，可能是 QT 间期延长的机制。