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Constructed by standard binary classes support vector machine, present multiclass SVMs are usually very slow to be trained. When a large number of categories of data are to be classified, the training work could be very difficult. By extending the hypersphere one-class SVM to a hypersphere multiclass SVM, we build a fast training classifier HSOC-SVM. Its training speed is higher than that of the present multiclass classifiers, because each category data trains only one HSOC-SVM.

目前的多类分类器大多是经二分类器组合而成的,存在训练速度较慢的问题,在分类类别多的时候,会遇到很大困难,超球体多类支持向量机将超球体单类支持向量机扩展到多类问题,由于每类样本只参与一个超球体支持向量机的训练,因此,这是一种直接多类分类器,训练效率明显提高。

A set with an associative binary operation under which the set is closed, which contains an identity element and an inverse for every element in the set.

群二元结合运算为闭合的数学集合,具有单位元素。集合中每一元素都有逆元素

Mathematics A set with an associative binary operation under which the set is closed, which contains an identity element and an inverse for every element in the set.

群:二元结合运算为闭合的数学集合,具有单位元素。集合中每一元素都有逆元素 adj。

In order to overcome the problems of slow rate of convergence and falling easily into local minimum in BP algorithm, a new improved homotopy BP algorithm is put forward. It transfers the identity matrix of output mode in common use into the binary system.

为克服标准BP算法中存在的网络学习收敛速度慢、容易陷入局部极小等问题,引入同伦算法,提出了一种将同伦论与快速BP算法结合的改进算法,并采用二进制结构表示输出模式矩阵。

To solve the problem,according to the invariance of the vector character,an effective way of the smooth and illimitable zoom of the image is brought forward as a example of binary image in this paper.

为解决这个问题,根据矢量在缩放过程中保持特征不变性的特点,以二值图像为例,提出一种行之有效的图像平滑无级缩放算法。

Enter your data as avector, mixed or improper fraction, any degree, radian or angle, sexadesimal and hexadecimal, decimal, octal and binary number to compute any scientific, logical, vectorial and statistical operationsincluding standard deviations and nonlinear regressions.

键入你的数据作为一个向量,混合/假分数,任何度数/弧度/角度,;六十进制数以及16进制/10进制/8进制/2进制数进行任何科学计算,逻辑运算,矢量运算和包括标准离差和非线性的回归的统计分析计算。

"Economic Mathematics" on the function of the limit, derivative and differential, derivative applications, indefinite integral, integral, integral and infinite binary Series and the first order differential equations, and so forth.

经济数学》介绍了函数、极限、导数与微分、导数的应用、不定积分、定积分、二元积分和无穷级数与一阶微分方程等内容。

In the empirical section of my thesis, a parallel data set of 50 countries for the period 1986-2001 is used to estimate a series of Logit models, with a binary exchange-rate regimes index as the dependent variable.

进而本文利用50个中等收入国家从1986到2001年的面板数据,以二元离散的汇率制度分类指标为因变量,对一系列的Logit模型进行估计,所得到的结果支持本文的理论假设。

The innovations of this research are as follows: First, establish innovatively first order and binary system of the financial rights budget management and system operational frame.

本项研究的创新点如下:第一,创新建立了财权预算管理一阶二元系统,及其系统运行框架。

In the field of inorganic chemistry, his chemical nomenclature was highly influential, especially in binary and complex compounds.

20世纪中文化学名词发展过程中,郑贞文是贡献最多的其中一位,在无机化学命名方面,影响最深远。

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推荐网络例句

Pachomius manual labour was organized as an essential part of the monastic life; and since it is a principle of the monks as distinguished from the mendicants, that the body shall be self-supporting, external work of one sort or another has been an inevitable part of the life ever since.

根据圣pachomius体力劳动组织作为一个重要组成部分寺院生活;以来,这是一个原则的和尚,作为有别于乞丐,该机构应自支撑,对外工作的这种或那种已一个必然的一部分,生活至今。

In order to study the effects of parametrical rolling on the ship movement and tilts, in allusion to ship's navigating in regular following waves, the equation of ship rolling motion is transformed into normal Mathieu equation by proper variable replacement when strong parametrical excitation in restoring moment varied according to sine or cosine wave.

为研究参数横摇对船舶运动和倾覆的影响,通过对船在规则波上随浪航行时,恢复力矩中出现的1个以正余弦规律变化的强参数激励项进行适当的变量置换,将船舶的横摇运动方程转换成标准形式的Mathieu方程。

I agree with you that three-fourths of al your road equipment should be replaced.

我同意你有关3/4的公路设备都要更换的建议。