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Proposed based on minimizing the estimated generalization error bound of the non
提出了基于最小化估计的泛化误差界非优化估计方法。目前大多数的核参数选择方法都是通过极小化了来得到最优参数值,但是求解优化问题的计算代价相当的大,并且不能很好地体现数据的分布特征。本文采用非优化技术,通过极小化泛化误差来优化核及相关参数,由于直接计算最小半径和最大间隔,避免了对优化问题的直接求解,因此可以很好地降低计算代价。并且该方法直接从样本出发,可以很好地体现数据的分布特征,不管数据分布是否均匀都可以适用。给出了基于凸包估计的SVM核选择的模型及实现算法。
-Proposed based on minimizing the estimated generalization error bound of the non-optimal estimation method. Most of the nuclear parameter selection methods are to get the best by minimizing the parameter values, but the computational cost for solving optimization problems is quite large, and can not properly reflect the distribution characteristics of the data. In this paper, the non-optimization technology, by minimizing the generalization error to optimize the nuclear and related parameters, due to the direct calculation of the minimum radius and maximum interval, avoiding the direct solution of the optimization problem, it can very well reduce the computation cost. And that the method directly from the sample one can well reflect the distribution chara
- 2022-01-26 04:59:56下载
- 积分:1
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Origin_7.0 是强大的数据处理软件,在科学研究中有许多重要的应用...
Origin_7.0 是强大的数据处理软件,在科学研究中有许多重要的应用-Origin_7.0 is a powerful data-processing software, in scientific research there are many important applications
- 2023-03-14 16:50:04下载
- 积分:1
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运用BP网络实现三个二进制位的异或运算,带有样本库可编译运行...
运用BP网络实现三个二进制位的异或运算,带有样本库可编译运行-The use of BP networks realize the three-bit binary XOR operation with a sample library can be compiled to run
- 2022-08-05 23:31:03下载
- 积分:1
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MATLAB prepared particle swarm optimization algorithm, easy to use!
MATLAB编写的粒子群优化算法,好用!-MATLAB prepared particle swarm optimization algorithm, easy to use!
- 2022-05-26 04:27:25下载
- 积分:1
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《遗传算法理论应用与软件实现》中的初始化MATLAB源代码
《遗传算法理论应用与软件实现》中的初始化MATLAB源代码-"genetic algorithm theory and application software," the source code initialization MATLAB
- 2022-04-19 02:16:33下载
- 积分:1
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The misty control imitate really
这是用VC编程实现模糊控制来控制机器人的运动-The misty control imitate really
- 2022-03-26 19:04:57下载
- 积分:1
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用c++写的用于FPGA设计中布图布线的工具源码,有几万行程序,包含文档...
用c++写的用于FPGA设计中布图布线的工具源码,有几万行程序,包含文档-using c++ to write for FPGA design the layout of the wiring tools source, there are tens of thousands of procedure, the document contains
- 2023-03-08 04:50:02下载
- 积分:1
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专业介绍svm算法的书籍,适合有高等数学,线性代数,矩阵论,和数里统计基础的读者,他是一本全面介绍svm的书籍,从数学基础到应用,是svm学习者的一本好书。
专业介绍svm算法的书籍,适合有高等数学,线性代数,矩阵论,和数里统计基础的读者,他是一本全面介绍svm的书籍,从数学基础到应用,是svm学习者的一本好书。-Introduction SVM algorithm professional books, suitable for advanced mathematics, linear algebra,矩阵论, and several readers in the statistical basis, he is a comprehensive introduction to SVM books, from mathematical foundations to applications, is an SVM learner Good Books.
- 2022-03-17 08:28:53下载
- 积分:1
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数据挖掘经典Apriori算法C源码实现
数据挖掘经典Apriori算法C源码实现-Classic Apriori data mining algorithm C source code to achieve
- 2022-01-25 19:44:43下载
- 积分:1
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Based on the MATLAB neural network to complete the U.S. source
基于MATLAB完成的神经网络源程序
大家-Based on the MATLAB neural network to complete the U.S. source
- 2022-07-09 04:17:25下载
- 积分:1