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Statistical learning theory is based on a more solid theoretical basis, in order...
统计学习理论是建立在一套较坚实的理论基础之上的,为解决有限样本学习问题提供了
一个统一的框架。它能将很多现有方法纳入其中,有望帮助解决许多原来难以解决的问题(比
如神经网络结构及参数选择问题);同时。在这一理论基础上发展了一种新的通用学习方法:
支持向量机(Support Vector Machine,SVM)。它己表现出很多优秀的性能,并已经成为当
今机器学习领域的研究热点。-Statistical learning theory is based on a more solid theoretical basis, in order to solve the learning problems of limited samples provides a unified framework. It will be incorporated into many existing methods, which could help solve many of the original difficult to resolve problems (such as neural network structure and parameters selection) the same time. Developed on the basis of this theory, a new universal learning methods: support vector machine (Support Vector Machine, SVM). It has been shown a lot of excellent performance and has become the hotspot of machine learning research in the field.
- 2022-03-02 21:50:04下载
- 积分:1
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Neural network model of learning vector quantization algorithm source code, whic...
神经网络中学习矢量量化模型算法的源程序,属于有导师学习!-Neural network model of learning vector quantization algorithm source code, which has instructors to learn!
- 2022-02-15 01:06:06下载
- 积分:1
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堆排序适合于待排序文件中记录较多的情况,因为其主要的时间开销在于建堆和调整堆...
堆排序适合于待排序文件中记录较多的情况,因为其主要的时间开销在于建堆和调整堆-HEAPSORT be suitable for sorting paper records more, because the main overhead is the time to build reactors and adjusting the heap
- 2022-08-15 16:06:56下载
- 积分:1
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隐马尔科夫模型工具箱windows可执行版本,可以广泛应用于识别等领域...
隐马尔科夫模型工具箱windows可执行版本,可以广泛应用于识别等领域-HMM Toolbox windows executable version can be widely applied in areas such as identification
- 2022-09-23 14:05:03下载
- 积分:1
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该程序实现了简单的模糊ARTMAP神经网络算法。SFAM是神经网络分类器,它是简单和快速的模糊ARTMAP版本。...
该程序实现了简单的模糊ARTMAP神经网络算法。SFAM是神经网络分类器,它是简单和快速的模糊ARTMAP版本。-The program implements a simple fuzzy ARTMAP neural network algorithm. SFAM is a neural network classifier, which is simple and fast version of fuzzy ARTMAP.
- 2023-01-09 23:40:03下载
- 积分:1
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模拟退火算法经常用于最优化问题,本算法通俗易用!
模拟退火算法经常用于最优化问题,本算法通俗易用!-Simulated annealing algorithm often used for optimization problems, this algorithm is popular to use!
- 2022-09-07 07:20:03下载
- 积分:1
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传算法伪代码实例,遗传算法中最重要的过程就是选择和交叉。...
传算法伪代码实例,遗传算法中最重要的过程就是选择和交叉。 -Examples of pseudo-code algorithm, genetic algorithm is the most important process of selection and crossover.
- 2022-01-31 08:32:52下载
- 积分:1
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java版的PrefixSpan算法实现,文件里包含了详细的文档说明,还有示例。...
java版的PrefixSpan算法实现,文件里包含了详细的文档说明,还有示例。-PrefixSpan algorithm. The document containing a detailed description and an example.
- 2022-02-01 07:50:37下载
- 积分:1
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一种新型模糊形态神经网络及其应用研究,比较有参考意义
一种新型模糊形态神经网络及其应用研究,比较有参考意义-fuzzy form a new neural network and its applied research, more reference value
- 2022-03-22 03:20:24下载
- 积分:1
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一个简单的遗传算法C++类
一个简单的遗传算法C++类-a simple genetic algorithm C
- 2022-02-01 13:32:22下载
- 积分:1