So the generalization ability of the system is more important.
因此对于报价系统来说，系统的泛化能力显得尤为重要。
The study of the generalization ability of Multilayer Perceptrons(MLPs).
①多层感知机推广性能的定量度量。
The generalization ability of the network was improved by regularization.
为了提高网络模型的泛化能力，采用规则化调整的方法。
To enhance the generalization ability of neural networks, an improved method is studied.
从提高神经网络泛化能力的角度提出一种改进方法。
The BP neural network is adopted to realize the reinforcement learning to strengthen the generalization ability.
应用BP神经网络实现强化学习，以增强系统的泛化能力；
This approach greatly improves the generalization ability of SVM classification and its application area is extended.
这一方法大大提高了支持向量机分类的泛化能力，从而大大提高了支持向量机的应用范围。
Experiments show that this method can effectively select features while improving the generalization ability of network.
实验表明，该方法既能快速有效地删除特征，又提高了网络的泛化性能。
And the accuracy rate of a classification network is explained as the maximum likelihood estimation of the generalization ability.
证明了一个分类网络的测试集正确率是该网络推广能力的极大似然估计；
The fundamental issue for classification problem caring about is how to effectively improve the generalization ability of the classification system.
分类所关心的一个根本问题是如何有效地提高分类系统的泛化能力。
This paper proposed a selective Support Vector Machine (SVM) ensemble algorithm based on double disturbance to improve the generalization ability of SVM.
为了进一步提升支持向量机泛化性能，提出一种基于双重扰动的选择性支持向量机集成算法。
For increasing ensemble diversity to improve the generalization ability of learning system, three methods is given in order to create diverse neural networks.
文中还给出了三种生成差异度不同的神经元网络的方法，并通过求解实例对比了这三种方法的优化效果。
Neural Network Integration can significantly improve the generalization ability of leaning systems through training a finite number of neural network and they combining their results.
这种方法通过多个神经网络的集成来协同识别产品故障分布，所以它较之单个神经网络有更强的推广能力、更容易训练。
The applied example is built with the monthly mean rainfall in the whole area of Guangxi. The result shows that this method can effectively increase the generalization ability of neural network.
以广西全区的月降水量实例分析，结果表明该方法能有效提高系统的泛化能力。
The application of additional momentum and adaptive learning rate overcomes the limitation effect of BP rule, accelerates the training speed and strengthens the generalization ability of network.
由于采用附加动量项和自适应率等措施，克服了BP规则的局限性，加快了训练速度，增强了网络的泛化能力。
The network possess advanced reasonable construction designs, high accuracy and strong generalization ability.
该网络结构设计先进合理，精度高，泛化能力强。
The simulation results of optimizations to structure parameter, algorithm parameter and fuzzy judgement show that generalization ability of network have been great improved.
大量实验结果表明，对系统的结构参数、算法参数、模糊判决等方面的分析和优化进一步提高了系统的泛化能力。
The experimental results show that this method leads to statistical models with better generalization ability, which is useful for cardiac image segmentation and motion analysis.
实验结果表明，该方法可有效提高统计模型的泛化能力，并实现对心室结构的分割和运动跟踪。
The simulation result is that the Fuzzy forward neural networks which is trained by this algorithm have good non-logic generalization and feature extraction ability, as well as fast learning speed.
模拟结果表明利用该算法训练的模糊层次神经网络具有较好的非逻辑归纳能力和特征抽取能力，并且学习速度也大大加快。
However, Every kernel has its advantages and disadvantages. Combining two or more kernels is one of efficient method for improving the ability of learning and generalization.
然而，每种核函数都有它的优势和不足，整合两个或多个核函数对于学习能力和泛化能力的提高是一个有效的途径。
Making use of the relative average of network prediction uncertainty, the quantitative analysis is carried out for the ability of generalization.
利用网络预测误差的相对平均值对神经网络的泛化能力进行了定量的分析。
The two algorithms have excellent anti-noise performance, and the prediction model has strong ability of generalization.
两种算法具有很强的抗噪声能力，预测模型也具有很好的推广性。
Experiment results show its better performance in the efficiency of detecting system and generalization ability.
实验表明，算法在检测系统效率和推广性方面有较好的表现。
Support vector machine is a learning technique based on the structural risk minimization principle as well as a new regression method with good generalization ability.
支持向量机是一种基于结构风险最小化原理的学习技术，也是一种新的具有很好泛化性能的回归方法。
The high generalization ability of Support Vector Machine (SVM) makes it especially suitable for the classification of high-dimension data such as term-document.
支持向量机(SVM)高度的泛化能力使它特别适用于高维数据例如文档的分类。
Research results indicate that generalization ability and learning accuracy are the non decreasing function of weight adjusting ratio.
研究结果表明，在样本分布和量化级数不变时，泛化均方差和学习均方差是权调整率的非增函数。
In the calculation example, the real data were used for the dynamic modeling of the load, and the results show that the load model is accurate and has high generalization ability.
算例中利用实测数据进行负荷动态建模，结果表明可得到精度和泛化能力都较高的负荷模型，在电力负荷建模方面具有广泛的应用价值。
The constringency speed and generalization ability of optimized BPNN model are better than that of simple BPNN model, and the simulation result is close to reality.
遗传算法优化的BP神经网络在收敛速度和泛化能力上都较简单的BP神经网络要好，模拟结果更接近于真实值。
The constringency speed and generalization ability of optimized BPNN model are better than that of simple BPNN model, and the simulation result is close to reality.
遗传算法优化的BP神经网络在收敛速度和泛化能力上都较简单的BP神经网络要好，模拟结果更接近于真实值。
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