资源列表
emial-spam
- 基于感知器算法的垃圾邮件识别，先通过训练集训练出分类器，然后通过测试集验证-Perceptron based spam detection algorithm
Apriori
- 实现了关联规则中最经典的Apriori算法，并提供了实例文件。-It implements most classical association rules Apriori algorithm, and provides examples of documents.
PCA-homework
- 这是用pca进行数据处理的，数据分析原理与实验的作业，里面有iris数据，可以运行。-this is a program for pca ,its data is iris. it is a homework for data analysis .
MC
- MC问题（AI）的解答，用JAVA实现。野人与传教士问题。（ArrayList）-The solution to MC problem which is so typical in AI field ,when it comes to the expression of knowledge.Use Java.ArrayList
DBSCAN
- DBSCAN算法的C++实现，方便大家对DBSCAN算法的理解和实现-Realization of DBSCAN C++ to facilitate understanding and implementation of algorithms for DBSCAN
B10681002fj
- 低秩谱聚类分析包括2015年研究生数学建模B题的论文及相关程序，做的不好，但可供参考。开发平台是matlab-Low rank spectral clustering analysis includes the papers and related procedures of the research on the mathematical modeling of B in 2015. Development platform is matlab
LDA
- machine learning features
Top-10-Algorithms-in-Data-Mining
- 在2006年9月召开的ICDM会议上，邀请了ACM KDD创新大奖(InnovationAward)和 Top 10 Algorithms in Data Mining IEEEICDM研究贡献奖(Research Contributions Award)的获奖者们来参与数据挖掘10大算 法的选举，每人提名10种他认为最重要的算法-Classification，Statistical Learning，Top 10 Algorithms in Data Mining，material
my_apriori
- 该程序使用matlab，实现了经典的Apriori 算法，挖掘频繁项集。-The program uses matlab, realizing the classic Apriori algorithm for mining frequent item sets.
drtoolbox
- Matlab dimension reduction toolbox
gpml-matlab-v3.4-2013-11-11
- Gaussian process for machine learning
libsvm-3.18
- Improved Libsvm for machine learning