The implementation shows that the method has a good classification accuracy and generalization capability.
实验结果表明该方法具有很高的分类和泛化能力。
Because more information is obtained, the combination network usually has better generalization capability than the best one.
由于组合网络获得的信息量大，因此其泛化性能往往优于单个最佳子网络。
The example shows that this system can promote the accuracy of wear particles recognition and improve the generalization capability.
实例表明，用该方法可以准确识别磨粒类型，并具有较好的推广能力。
The existing models for forecasting hourly total solar irradiance are unsatisfactory in forecast errors and the generalization capability.
现有的地面太阳逐时总辐射预测模型的预测精度及泛化能力尚不能令人满意。
The simulation results show that the learning and generalization capability of the new models are much better than the conventional BP networks.
几个典型实验的结果表明，与传统BP网络模型相比，新网络模型在学习能力和泛化推广能力方面都有明显提高。
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。
Experimental results on a number of selected databases demonstrate the expected improvement of generalization capability of the FPR-based expert systems.
在选定数据集上的仿真实验数据表明，提出的方法可以明显提高基于加权模糊产生式规则的专家推理系统的泛化能力。
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。
By adjusting the translation parameters of the wavelets and the shape of membership functions, the accuracy and generalization capability of FWN can be remarkably improved.
在学习过程中通过同时调整小波基函数的平移因子和隶属度函数的形状，使得模糊小波网络的精度和泛化能力大大提高。
Compared with the classical method, the identification accuracy and the generalization capability of nn are testified to be superior in either the free - noise or noisy case.
结果表明，在无噪和有噪情况下，神经网络模型的辨识精度和泛化能力都要优于传统方法。
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。
The new system is flexible and adjustable. The experimental results show that the application of this model improves the classification accuracy and generalization capability of the system.
该系统具有很好的灵活性和可调性，实验表明该模型的应用提高了系统的分类精度，增强了系统的泛化能力。
The improving neural network subsection prediction model can take advantage of simple network structure, fast convergence rate and strong generalization capability, and get a good modeling effect.
尤其是改进的神经网络分段预测模型具有网络结构简化、收敛速度快，泛化能力强的特点，取得很好的拟合精度和预测效果。
The mechanical state signal of boiler feed pumps is nonstationary and nonlinear, and support vector machines has an excellent nonlinearity approximation ability and better generalization capability.
给水泵组机械状态信号具有非平稳性和非线性，而支持向量机具有良好的非线性函数逼近和泛化能力。
To investigate generalization capability of feedforward neural networks, the influencing factors of generalization capability of feedforward neural networks are analyzed according to function theory.
针对前向神经网络泛化问题，从函数论的角度分析了影响前向神经网络泛化性能的因素。
To investigate generalization capability of feedforward neural networks, the influencing factors of generalization capability of feedforward neural networks are analyzed according to function theory.
针对前向神经网络泛化问题，从函数论的角度分析了影响前向神经网络泛化性能的因素。
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