资源列表
Apriori
- Apriori算法，数据挖掘中很重要的方法，非常实用-Apriori algorithm, data mining is very important way, very practical
spectral
- 用matlab实现的谱聚类算法，简单实用，已测试通过-Using spectral clustering algorithm matlab realized, simple and practical, have been tested
EuclideanDistance
- it s matlab code for Euclidian distane in data miningin pattern recognition
knn
- 最简单的机器学习分类方法knn算法的python实现-The easiest method of machine learning classification algorithm python achieve knn
KPCA算法
- 对高维数据进行特征两提取,提高数据分类速度,可用于故障诊断数据的特征量提取.
micro_macro_PR
- the code calculate both Fscore micro and macro. Fscore is usedas classifier performance
SILPMKL
- 用于回归的多核学习之MKL-wrapper算法程序，编写语言为python，运行环境为linux。-For multi-core the MKL- wrapper of learning algorithm of regression procedure, is the written language python, running environment for Linux.
IG
- 实现计算特征的信息增益，最后一列为样本标签，输出为特征的信息增益值及对应的序列号-Calculated to achieve gain characteristic information, and finally as a sample of tag output information characteristic of the gain value and the sequence number corresponding to
粒子群算法
- 用于营业厅选址优化的粒子群优化算法，包括绘制图形可视。
clustering
- samples about clustering in matlab : K-means algorithm K-medoids algorithm DBSCAN algorithm
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
test1
- scikit-learn常用分类器的实例-Examples of commonly used scikit-learn classifier