结构风险最小化 meaning in English
srm
Examples
- 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。 - Structure risk minimization based weighted partial least - squared method weighted partial least - squared wpls method was proposed to achieve structure risk minimization in the partial least - squares modeling process
为了在偏最小二乘法pls建模过程中实现结构风险最小化srm ，提出基于结构风险最小化的加权偏最小二乘法wpls 。 - Aimed at the character of the agriculture system , the least squares support vector machine prediction model is given based on the principle of the statistical learning theory and structural risk minimization
针对农业生产系统的特征，在统计学习理论和结构风险最小化原理的基础上，建立了基于最小二乘支持向量机的时间预测模型。 - 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。 - 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。