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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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Ant colony clustering algorithm, used to calculate the data clustering procedure...
蚁群聚类算法,用于计算数据聚类的程序,还未实验效果-Ant colony clustering algorithm, used to calculate the data clustering procedure, yet the experimental effect
- 2022-09-06 10:15:02下载
- 积分：1
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经典的数据关联挖掘算法prefixspan
经典的数据关联挖掘算法prefixspan-Classical data association mining algorithm PrefixSpan
- 2022-01-26 02:34:22下载
- 积分：1
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MILK 提供了一个实现和比较multi
MILK 提供了一个实现和比较multi-instance学习算法的环境，基于weka机器学习系统（本站可以下载）-MILK provides a comparison and achieve multi-instance learning algorithm, based on machine learning system weka (site can be downloaded)
- 2022-01-30 10:15:52下载
- 积分：1
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模式识别工具箱
The Matlab Toolbox for Pattern Recognition
- 2022-11-17 05:35:03下载
- 积分：1
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蚁群算法 关于城市旅行商问题 ，有兴趣的可以参考下，也课参与交流...
蚁群算法 关于城市旅行商问题 ，有兴趣的可以参考下，也课参与交流-Ant colony algorithm on the city traveling salesman problem, interested can refer to, it is also involved in the exchange of lessons
- 2022-07-10 08:41:09下载
- 积分：1
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目前最好的A*寻路算法
目前最好的A*寻路算法-Currently the best A* pathfinding algorithm. . . . . . . . .
- 2022-09-08 06:10:03下载
- 积分：1
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模式识别k_means聚类算法。
模式识别k_means聚类算法。-kmeans clutering algorithm for Pattern Recognition
- 2023-04-21 16:10:03下载
- 积分：1
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Machine Learning lecture, rich in content, clearly explaining in detail, it is t...
机器学习讲义，内容丰富，讲解详细清楚，很全面积。-Machine Learning lecture, rich in content, clearly explaining in detail, it is the whole area.
- 2022-02-13 19:25:36下载
- 积分：1
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利用遗传算法求解邮递员问题，可以在同一个问题上得到…
使用遗传算法求解邮递员问题，从而可以同时求得多个最优解-The use of genetic algorithm postman problem, which can be obtained at the same time more than the optimal solution
- 2023-02-13 01:25:04下载
- 积分：1
