经验损失(empirical loss) or 经验风险(empirical risk):模型关于训练集的平均损失。根据大数定律,用经验损失来估计风险函数。
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经验风险最小化 empirical risk minimization ; Experience Risk Minimization ; ERM ; Experience risk minimum
经验风险泛函 empirical risk funcitonal
经验风险率 empiric risk rate
模糊经验风险最小化 FERM
经验风险最小化原理 empirical risk minimization principle ; Empirical Risk Minimization
经验风险最小化原则 Empirical Risk Minimization ; ERM ; Empirical Risk Minimizing
经验风险最小 ERM ; Empirical Risk Minimization
以经验风险最小化 Empirical Risk Minimization ; ERM
于经验风险最小化 Empirical Risk Minimization Principle
SVM improves the algorithm generalization effectively and minimizes the empirical risk simultaneously. It has good latent application values and development prospects.
它在最小化经验风险的同时,有效提高了算法的泛化能力,具有良好的应用价值和发展前景。
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基于统计学理论研究了经验风险最小化原则学习过程的一致性问题。
We describe the consistency of erm learning process instatistical learning theory .
结构风险最小化归纳原则通过控制经验风险和置信范围来控制实际风险的界。
Structural risk minimization induce principle is used to control the bound on the value of achieved risk by controlling experiential risk and belief bound at the same time.
由于使用结构风险最小化原则代替经验风险最小化原则,使它能较好地处理小样本情况下的学习问题。
The main advantage of SVM is that it can serve better in the processing of small-sample learning problems by the replacement of Experiential Risk Minimization by Structural Risk Minimization.
In my experience, decisions moved with the process of risks, mitigation like malaises When the Taliban arrived in the village, it takes 96 hours for an army commander to obtain necessary approvals to act.
以我的经验来看,决定的执行是有一定的风险的,当塔利班分子进入到村子后,一个军队指挥官要花去96个小时来获得必要的批准才能行动。
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