资源列表
Bayes
- 做了C++的贝叶斯分类算法的实现，希望感兴趣的下载-Do realize C++ Bayesian classification algorithm want to download interesting
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
R4
- 短文本数据集，各大论文的数据集取材，英文文本，已经stemming,去停词，提炼后的。-R4 short text dataset,english. stemming and non-stop words.
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
sel2fasta.pl.tar
- obtain sequences based on list file output by sumaryFasta.pl
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
id3
- id3决策树算法，maxlen为数据维数，根绝数据自行修改，根据属性名修改main函数，可运行-id3 decision tree algorithms, maxlen for the data dimension, eradicate data modify, modify the main function according to the attribute name, you can run
lda_perplexity
- 用训练出的模型测试词以及概率，并统计词数和计算困惑度-With the trained model test and the probability and statistics of words, words and perplexity calculation
SVDFeature
- 自己开发的一个机器学习算法，整合了监督学习，非监督学习-A machine learning algorithm own development, integration of supervised learning, unsupervised learning
word2vec
- word2vec 实现词向量生成，用于自然语言分析，数据挖掘，人工智能等-word2vec achieve word vector generation for natural language analysis, data mining and artificial intelligence. . . . .
CliqueB
- 基于派系方法的社团结构划分算法，自己实现的，C++代码源程序。-A method of community structure based clique.
ID3
- id3,数据挖掘的决策树的经典算法，利用Java实现-data mining