RBF network with high generalization is a good classifier, especially for larger number of samples.
径向基网络作为分类器具有很高的推广性能,有利于大容量样本的分类。
The metallogenetic series of ore deposits is the high generalization of regional metallogenetic rules.
矿床成矿系列是区域成矿规律的高度概括。
The support vector machine (SVM) is an algorithm based on structure risk minimizing principle and high generalization ability.
支持向量机(SVM)是一种基于结构风险最小化原理,具有很好推广性能的学习算法。
In case study, the flood forecast model based on SVM exhibited its properties of high generalization capability, fast training, an...
通过实例中的应用,该模型显示了泛化能力强,训练速度快,便于建模等优点,有良好的应用前景。
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。
The experiment results show that the proposed approach has the merits of high learning efficiency, high classification accuracy and high generalization capability.
实验结果表明,所提出的方法具有学习效率高、分类准确率高、泛化能力高的优点。
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 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。
As for high precision control of uncertain nonlinear systems based on NN, the generalization capability of NN is so important that the control precision is affected directly by it.
对于基于神经网络的不确定非线性系统的高精度控制场合,神经网络泛化性能的好坏显得尤为重要,它直接影响到系统的控制精度。
Simulation results show that LS-SVM reduces calculating complexity with high calculating speed. And it also has good generalization ability with small sample.
仿真结果表明,最小二乘支持向量机降低了计算复杂度,且有较快计算速度,在小样本情况下具有良好的泛化能力;
The analysis and the experimental results show that the new approach possesses high comprehensibility as well as satisfactory generalization capability.
理论分析和试验结果显示该方法具有良好的可理解性和令人满意的推广能力。
The results show that the model has the high steady-state precision and generalization performance.
结果表明,该模型有较高的稳态精度,而且具有较好的泛化能力。
Tiny aluminum in steel can be determined by the atomic absorption spectrophotometer. The method is easier and quicker than before with high sensitivity and can be generalization.
利用原子吸收分光光度计测定钢中的微量铝,使钢中微量铝的测定比以前更简便、快速,且灵敏度高,因而适宜推广使用。
Dense sample data are acquired by using numerical control platform of high precision, and the Bayesian generalization is adopted during training the neural network.
通过高精度的数控移动工件台获取密集的样本数据,并在神经网络训练过程中采用贝叶斯正则化方法。
Support Vector machine (SVM) is a new method of machine learning. It has some advantages such as generalization ability, nonlinear and high dimensions.
支持向量机是一种新的机器学习方法,它具有推广能力强、非线性和高维数等一系列优点。
Financial time series has high randomicity and nonlinearity. Neural network is quite suitable in the process of financial time series data for its good ability of nonlinear mapping and generalization.
金融时间序列具有很强的随机性和非线性性,而神经网络具有良好的非线性映射能力及自适应、自学习和良好的泛化能力,因此非常适合处理金融时间序列这样的数据。
Because of its features of simplicity, standardization, generalization and easy to use, more and more high - quality scientific websites choose to use RSS to publish their new information.
由于RSS具有简单、规范、通用、容易自动生成等特点,因此越来越多的高质量的科技网站也采用这种方式来发布最新科技信息。
The pulling hook mechanism is used for ejection with reliable operation, good generalization and high efficiency.
采用拉钩机构顶出,工作可靠,通用性强,工作效率高。
And its high price is beyond the afford of some patients, which limit its generalization.
而且切割闭合器价格昂贵,部分患者难以承受,使其使用受到限制。
This method has the merits of extensive generalization, high precision and strong robustness, the results of simulation show that the proposed method is effective and feasible.
该方法通用性好、精度高和鲁棒性强,仿真研究表明,方法有效、可行。
The pulling hook mechanism is used for ejection with reliable operation, good generalization and high e...
采用拉钩机构顶出,工作可靠,通用性强,工作效率高。
The pulling hook mechanism is used for ejection with reliable operation, good generalization and high e...
采用拉钩机构顶出,工作可靠,通用性强,工作效率高。
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