资源列表
Iris_s1
- Kmeans+PSO算法，处理IRIS数据集，输出fitness function的值，和粒子变化的动态图像,亲测可行。-Kmeans based PSO algorithms, dealing with classic dataset iris. the output is the value of fitness function, and the dynamic plot of the change of particle position
Combined
- Cart Decision tree model optimized using Genetic Algorithm and PSO
DPCxy
- Science上发表的Clustering by fast search and find of density peaks，该代码为我改编后的matlab密度峰聚类算法代码-Science Clustering published on the by fast search and find of density peaks, the code for my adaptation of the MATLAB density peak clustering algorithm code
svm
- 最经典的机器学习方法svm分类器的python实现-The most classic machine learning svm classifier python realization
chapter11code
- python 数据挖掘 chapter-python data mining chapter11
spider-(2)
- 应用python编写的百度指数新闻爬取代码-baiduindex spider
Apriori-Algorithm
- 频繁模式挖掘的算法Apriori算法，用C++语言实现。-frequent pattern mining
algorithm
- 多线性SVM分类器，在实现分类的同时，能很好的聚类-Multi-linear SVM classifier to classify the same time, can be a good clustering
Subsample_MaxNeighborDistance_R
- A subsample of an input population that has max pair-distance and min projection error
Part1
- 实现了500篇纽约时报新闻的数据挖掘，包括数据预处理、基本数据统计等-Achieved 500 New York Times news data mining, including data preprocessing, basic data statistics, etc.
Hadoop
- 使用hadoop开发，可以对输入文件中出现的关键词统计词频并进行不同文本词频统计高低的排序，本代码需要用户自行定义关键词和输入文件-Use hadoop development, can appear in the input file keyword statistics word frequency and low frequency statistics different sort of text, the code requires a user-defined keywords an
kmeans
- 对文章进行kmeans聚类，进行网页主体内容的提取-Extraction of articles kmeans clustering for web main content