搜索资源列表
k-means-original
- k-menas算法是最简单的聚类算法，算法内详细介绍了各个函数和功能，对初学者很有借鉴意义-K-MEANS algorithm is one of the most simple clustering algorithm, there are different form, this is one of them, a reference for beginners
python-chengxu
- 关于python写的朴素贝叶斯分类，写的非常不错-Written python on Bayesian classifier This procedure is very good
PSOjulei
- 本文是粒子群聚类算法代码，很细致，希望大家用得上！-This is the class of particle clustering algorithm code, very detailed, I hope you need them!
released
- 本文件是我自己写的决策树的一个例子，很适合初学者学习，用决策树分类，实现很简单-This document is an example of the decision tree of my own writing, it is suitable for beginners to learn, decision tree classification, to achieve a very simple
data_mining
- 这是一个R的程序 文本挖掘的作业，用来统计新闻类别再进行分类 -This is an R program text mining operations for Statistical News category then classified
VB-Regular-Demon
- 这是一个利用正则表达式来提取指定数据的VB程序演示，利用正则可以很方便地从一堆杂乱的数据中提取所要的数据，示例中提取的是手机号码，还可以对处理结果进行去除重复的处理，大大加快工作的效率。-This is a use regular expressions to extract VB program demonstrates the specified data, the use of regularization can easily extract the desired data a ju
PCA
- 这是基于MATLAB 的神经网络训练算法的源程序，希望对大家有用-This is based on the MATLAB neural network training algorithm source, we hope to be useful
mlp
- this code source implement artificial neural network by using multi layers perceptron whit xor sample test.- this code source implement artificial neural network by using multi layers perceptron whit xor sample test.
SVM_liner_kernel
- 这是SVM算法的一个简单应用，用SVM进行线性二分类。此算法可以帮助大家从基础上认识SVM，从而进行编程。-This is a simple application of SVM algorithm, using a linear SVM binary classification. This algorithm can help you recognize the basis of SVM, which can be programmed.
DataDemo
- this a data for a small application. the aim of this work is to active my account, tks :D-this is a data for a small application. the aim of this work is to active my account, tks :D
Untitled35
- 这是一段关联规则算法代码，可以基于兴趣度挖掘关联规则，准确度高且执行时间少。-This is a section of association rules algorithm code, can be based on the degree of interest in mining association rules, high accuracy and less execution time.
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 .
pca_exercise
- 这是一份介绍PCA在图像处理里面的例子，里面代码都有详细介绍，很有价值-This is a descr iption of the image processing inside PCA example, which codes are detailed, great value
xin-k-means
- 此程序中直接是关于具体数据的聚类划分，直接给出相应的数据。-This program is directly of clustering on specific data directly gives the corresponding data
recsys-challenge2015
- 本代码实现了 recsys challenge2015数据集分析的算法，对数据挖掘和推荐系统的学习很有帮助~！-This code implements recommend algorithm based on recsys challenge2015 data set , which definitly would helpful for studying Data mining and Recommendation system !just enjoy
kmeansPP
- kmeans 算法的改进算法 名字为kmeans++算法，参考的文献为 kmeans++： an efficient algorithm。。。。算法他人所写，这里上传，以方便同行传阅-this is a algorithm named k_means++. reference the paper : an efficient algorithm ...
best_kmeans
- 该算法克服了kmeans算法需要手动设置k值得缺陷，使用多次迭代，可以自动得到合适的k值，并进行聚类计算。该算法不是本人所写，这里上传供同行传阅。http://www.mathworks.com/matlabcentral/fileexchange/49489-best-kmeans-x--this program is come form the link:http://www.mathworks.com/matlabcentral/fileexchange/49489-best-kmeans
R-Code
- This contains R code for feature selection
v15i09
- 基于SVM的回归分析，以及其R语言中的四个安装包-Currently four R packages contain SVM related software. The purpose of this paper is to present and compare these implementations.
mani
- 此代码是关于流形学习，数据降维，代码中含有的主要方法是PCA，KPCA，MDS，KMDS，Laplacian等等，且代码作了可视化处理，界面效果完美-This code is on the manifold learning, data dimensionality reduction, the main method code is contained in PCA, KPCA, MDS, KMDS, Laplacian, etc., and the code visualization ma