资源列表
apcluster
- 聚类算法是应用于数据挖掘和模式识别中很重要的一种分析方法，ap是新提出的一种聚类算法，不需要事先指定聚合点的数目-Affinity Propagation (AP) clustering has been successfully used in a lot of clustering problems. However, most of the applications deal with static data.
Cluster
- 机器学习和数据挖掘中常用的K-means聚类算法，包含两个文件，kmeans.py是Python实现代码，bank-data.csv是测试数据-Machine learning and data mining commonly used K-means clustering algorithm contains two files, kmeans.py is a Python implementation code, bank-data.csv test data
TSP
- 用遗传算法解决旅行商问题，注释比较详尽，便于理解-Solve the traveling salesman problem using genetic algorithms, more detailed notes, easy to understand
AdaBoost
- 加强树算法的一个实例，最后取得了很好的分类结果，便于推广，分类器的代码可以根据实际进行更改。-Strengthen an instance tree algorithm, finally achieved good classification results, easy to promote, classification code can actually make changes.
apriori
- Apriori algorithm是关联规则里一项基本算法。是由Rakesh Agrawal和Ramakrishnan Srikant两位博士在1994年提出的关联规则挖掘算法。关联规则的目的就是在一个数据集中找出项与项之间的关系。 文件中为实现Apriori算法的matlab函数-Apriori algorithm in association rules is a basic algorithm. By Rakesh Agrawal and Ramakrishnan Srikant Dr
python-fp-growth-master
- source code for fp_grouth algorithm by paython
ClassicalELM
- 通过极限学习机的相关算法，实现数据的预测、回归、分类，从而有利益数据的处理-Processed through the relevant algorithm ELM achieve prediction data, regression, classification, and thus interest data
fisher
- 利用matlab实现Fisher分类器，可以对线性可分的样本进行线性分类-Fisher classification algorithm using matlab realize, you can sample linearly separable linear classification
kmeans
- k-means算法的一个小实例，很好的展示了，算法的过程-k-means algorithm for a small example, a good showing, the algorithm process
svm_python
- 在机器学习领域，支持向量机SVM(Support Vector Machine)是一个有监督的学习模型，通常用来进行模式识别、分类、以及回归分析。本程序是SVM的python实现，用的是SMO算法。只能进行分类，并且能够显示图形结果。-In the field of machine learning, support vector machines SVM (Support Vector Machine) is a supervised learning model is usually use
k--means-
- k-means算法的解释，采用txt中的数据进行分类-explanation of k-means algorithm, using the data in the classification txt
PCA
- 利用MATLAB语言，主成分分析源代码，有具体分析距离，程序有详细注释-Using MATLAB language, principal component analysis source code, a detailed analysis the program detailed notes