com豆丁网 ,基于结构风险最小 (Structural Risk Minimization,SRM)原理,而非 经验风险最小(Empirical Risk Minimization,ERM) 原理,从而能兼顾训练错误和泛化性能,开辟了机 器学习算法的新天地,比目前常用的基于 ERM 原 理..
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经验风险最小化 empirical risk minimization ; Experience Risk Minimization ; ERM ; Experience risk minimum
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
以经验风险最小化 Empirical Risk Minimization ; ERM
于经验风险最小化 Empirical Risk Minimization Principle
经验风险最小化准则 empirical risk minimization
而不是经验风险最小化 ERM ; Experience RiskMinimization
了经验风险最小化原则 Empirical Risk Minimization
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 .
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.
同时,由于该方法建立在结构风险最小化准则上,而不是仅仅使经验风险最小,所以,它具有好的推广能力。
The learning discipline of SVM is to minimize the structural risk instead of empirical risk, hence the better extensibility is guaranteed.
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