English translation for "风险最小化原则"

principle of minimization risk
principleofminimizationrisk

Related Translations:

海上风险:  common maritime adventuremaritime perilsperil of the seaperils of the searisk of the seaseaperil

质量风险:  quality risks

标准风险:  standard risks

开发风险:  development risk

减轻风险:  mitigation of risk

风险分布:  distribution of risksrisk distribution

风险汇聚:  pooling of risksrisk pooling

风险防范:  risk prevention

风险经理:  risk manager

风险增加:  aggradation of risk

Example Sentences:

	1.	It can solve small - sample learning problems better by using experiential risk minimization in place of structural risk minimization 由于采用了使用结构风险最小化原则替代经验风险最小化原则，使它较好的解决了小样本学习的问题。
	2.	Because of the lack of training samples , traditional methods based on experiential risk minimization can not play well in recognizing the characters 由于训练样本不足,决定了采用传统的基于经验风险最小化原则的识别方法难以取得较好的识别效果。
	3.	This method can be used to small scale recognition , like artificial neural networks , but it has stronger generalization ability because the support vector machine theory is based on the minimization principle to structure risk 该方法与人工神经网络一样适用予小规模分类，但由于支持向量机依据结构风险最小化原则，因此泛化能力更强。
	4.	An novel support vector regression ( svr ) algorithm based on structural risk minimization inductive principle instead of empirical risk minimization principle was firstly introduced in well logs intelligent analysis 摘要基于核学习的支持向量机，是一种采用结构风险最小化原则代替传统经验风险最小化原则的新型统计学习方法，具有完备的理论基础。
	5.	Especially , the support vector machine ( svm ) text classification algorithm is discussed . we introduce the linear svm and the nonlinear svm and analyze the reason that svm is superior to other methods in theoretical 分类算法是文本分类的关键，介绍了线性支持向量机和非线性支持向量机，从结构风险最小化原则得到了支持向量机优于其它方法的结论。
	6.	Moreover , this theory can change the problem in non - linearity space to that in the linearity space in order to reduce the algorithm complexity by using the kernel function idea . svm have become the hotspot of machine learning because of their excellent learning performance 由于采用了结构风险最小化原则代替经验风险最小化原则，使得较好的解决了小样本学习的问题；又由于采用了核函数思想，使它把非线性空间的问题转换到线性空间，降低了算法的复杂度。
	7.	It combines two remarkable ideas : maximum margin classifiers with low capacity and therefore good generalization , and implicit feature spaces defined by kernel function . theoretically underpinned by these ideas , svm can overcome the curse - of - dimensionality and over - fitting problems elegantly . due to its remarkable performance on many applications , svm is receiving increasing attention now 支持向量机是基于统计学习理论的结构风险最小化原则的，它将最大分界面分类器思想和基于核的方法结合在一起，表现出了很好的泛化能力，并且可以有效地克服维数灾难和过拟合等问题，因此受到越来越多的研究人员的关注。
	8.	Statistical learning theory ( slt ) is based on the structural risk minimization ( srm ) principle , and it is a new set of theory system , which specially aims at machine learning issues under the circumstances of small - sample . based on this slt , supporting vector machine ( svm ) method has been developed as a new machine learning algorithm and also practical applications of slt 统计学习理论建立在结构风险最小化原则基础上,它是专门针对少样本情况下机器学习问题而建立的一套新的理论体系,支持向量机就是在统计学习理论这一基础上发展起来的一种新的机器学习算法,它是统计学习理论的具体应用。
	9.	The method takes advantages of the minimum structure risk of svm ( support vectors machine ) and the quickly globally optimizing ability of pso ( particle swarm optimization ) , the mapping relation between the contents of typical components of groundwater ions and the geology hydrological classes may be set up quickly , by learning from samples of water resources 该方法利用支持向量机结构风险最小化原则和粒子群快速全局优化特点，通过对水源样本的学习，可以快速自动建立典型离子化学组分含量与其所属岩层类别之间的映射关系。
	10.	Svm improves the algorithm generalization effectively and minimizes the empirical risk simultaneously by using structural risk minimization and synthesizing the techniques including the statistical learning , machine learning and neural networks , etc . it also has good latent application values and development prospects compared with the conventional machine learning methods 它使用结构风险最小化原则,综合了统计学习、机器学习和神经网络等方面技术,在最小化经验风险的同时,有效地提高了算法泛化能力。它与传统的机器学习方法相比,具有良好的潜在应用价值和发展前景。

Similar Words：

"风险资产比率" English translation, "风险资金" English translation, "风险自留" English translation, "风险租赁" English translation, "风险组合" English translation, "风线" English translation, "风相" English translation, "风箱" English translation, "风箱,皮老虎,伸缩囊节" English translation, "风箱（皮老虎），伸缩囊" English translation