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以黎曼几何为理论依据,基于S.Amari的修正核函数思想提出了两种新的保角变换,用其对核函数进行数据依赖性改进,进一步提高支持向量机分类器泛化能力。以人工非线性...
以黎曼几何为理论依据,基于S.Amari的修正核函数思想提出了两种新的保角变换,用其对核函数进行数据依赖性改进,进一步提高支持向量机分类器泛化能力。以人工非线性分类问题
为对象进行研究,仿真实验结果表明采用新保角映射可以快速显著地改善分类器泛化性能,而且能大幅度地减少支持向量的数目。-Two novel conformal transformations were proposed based on the Riemannian geometry theory and S.Amari’sidea.And the kernel function was modified by the transformation in a data-dependent way.Our experimental results for theartificial nonlinear data set show that the generalization performance of support vector machines classifier is improvedremarkably and the number of support vectors is decreased greatly.
- 2022-01-26 07:39:35下载
- 积分:1
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一个用C编写的SOM(自组织特征映射)神经网络源代码。
一个用C编写的SOM(自组织特征映射)神经网络源代码。-a C prepared by the SOM (self-organizing feature map) neural network source code.
- 2022-10-02 13:10:03下载
- 积分:1
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人工神经网络的操作,包括网络学习,训练…
我的人工神经网络作业,包括BP网络的学习,训练和回想,初学人工神经网络的可以-My artificial neural network operation, including the BP network learning, training and recall, learning artificial neural network can
- 2022-02-05 10:20:02下载
- 积分:1
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This is a topic on the forefront of the current neural network learning procedur...
这是一个关于目前最前沿课题的神经网络学习模型的程序-xor-This is a topic on the forefront of the current neural network learning procedures for model-xor
- 2023-08-02 21:30:04下载
- 积分:1
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神经网络拟合,试用,本人用于药品浓度拟合之用
神经网络拟合,试用,本人用于药品浓度拟合之用-neural network fitting trial, I used drugs used concentration Fitting
- 2023-01-28 23:00:03下载
- 积分:1
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本程序是使用一种遗传算法解决m个工件分配给m架机床的效益最优化问题,...
本程序是使用一种遗传算法解决m个工件分配给m架机床的效益最优化问题,-this program is to use a genetic algorithm to solve m m allocated to the workpiece-machine efficiency optimization,
- 2022-07-20 01:38:45下载
- 积分:1
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游戏编程AI源码,包括A*等findpath的算法
游戏编程AI源码,包括A*等findpath的算法-AI game programming source code, including the A* algorithm, such as findpath
- 2022-10-18 13:35:04下载
- 积分:1
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svm Main_SVR_Epsilon 用于svm回归的 在matlab中运用
svm Main_SVR_Epsilon 用于svm回归的 在matlab中运用 -svm regression svm Main_SVR_Epsilon for use in matlab
- 2022-06-29 03:53:35下载
- 积分:1
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算法C程序和路由过程就是用最短的…
路由选择过程的c算法程序
与DSR 只是简单地使用最短路径不同,EMRPC 使用了更复杂的路由选择机制以实现多径路由和能量均衡。-process of routing algorithm c procedures and DSR is simply to use the shortest path different. EMRPC use of a more complex routing mechanisms to achieve multi-path routing and energy balance.
- 2022-03-25 05:28:26下载
- 积分:1
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用人工神经网络的bp的方法解决异或问题
用人工神经网络的bp的方法解决异或问题-Using artificial neural network bp means to solve the XOR problem
- 2022-08-14 18:23:21下载
- 积分:1