Data Mining k

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

讲述关联规则在零售业中的作用,相应的算法和实例实现-on association rules in the retail sector"s role, the corresponding algorithm to achieve and examples, etc.

可以用的gassy 一年前的源码源码源码-Can be used a year ago gassy source source source

自己用JAVA编的人工智能的A*算法的八数码程序-own use JAVA series of the artificial intelligence of the A* algorithm eight digital procedures

决策树算法 经典的ID3算法 用于决策树规则学习等等 在规则学习以及分类中有重要的作用-classic decision tree mode for classification and rule learning

这是类似winzip压缩软件的一个源代码，希望大家喜欢-This is similar to winzip compression software, a source code, I hope you like

决策树分类C5.0算法的C语言实现源码！-C5.0 decision tree classification algorithm realize the C language source code!

神经网络和遗传算法组合应用-neural networks and genetic algorithms combined application

SVM程序,以方便大家来使用，仅供参考fgawgagssag gwgragha ghewrag ghwaweg-svm programe ,for everyone can get this and gag gwe gwega gwega gwerga

提出了一种利用S函数实验结果表明：ICA可以将 脑电信号中包含的心电（ECG）、眼电（EOG）等多种干扰信号成功地分离出来-use of a S-function experimental results show : ICA EEG can be included in the heart (ECG), eyes (EOG) and other interference signal successfully separated