资源列表
K_CenterPoint_PAM
- k中心点算法，也就是PAM算法。是数据挖掘中聚类分析的一种手段，用途广泛。-k center algorithm, i.e. PAM algorithm. Data mining is a means of cluster analysis, and versatile.
search_tu
- 图的搜索算法，广度优先搜索和深度优先搜索。 算法思想来自《算法导论》，自己编的，效果还行-Graph search algorithm, breadth-first search and depth-first search. Algorithm thinking " Introduction to Algorithms" , own, and the results were OK
EM
- EM算法是数据挖掘算法之一，有兴趣的可以来学习。-EM algorithm is one of data mining algorithms, interested can learn.
Class1
- 产品服务配置的分类程序，有注释，欢迎交流-C++ program Class
SVM
- matlab svm 代码 小型代码模拟-matlab svm code is small code simulates
LPP算法
- 对高维数据进行特征两提取,提高数据分类速度,可用于故障诊断数据的特征量提取.
KraskovMI
- k近邻互信息估计源代码,简单易用，可用于估计多维互信息 -kNN mutual information estimator by Kraskov
decisiontree
- matlab决策树程序，输入数据和变量名，输出分类结果-matlab tree program, input data and variable names, the output of the classification results
CARTandRFclass
- 使用Decision Tree 实现cart和实现随机森林算法，比较好的学习工具，而且也能用，速度之前和别人讨论，被优化过-using decision tree trick to fullfil the CART and RandomForest ,it is good learing tool ,and ,practical use. it was optimize speed
text-mining
- text mining using R programming
Kmeanschuantong
- 传统k-means程序，包括最大误差和、迭代次数、运行时间-The traditional k- means the program, including the maximum error and, number of iterations, running time
usercf
- 基于用户的协同过滤算法(Python实现) ,很好的学习协同过滤算法的资料-User Based Collaborative Filtering