资源列表
K_CenterPoint_PAM
- k中心点算法，也就是PAM算法。是数据挖掘中聚类分析的一种手段，用途广泛。-k center algorithm, i.e. PAM algorithm. Data mining is a means of cluster analysis, and versatile.
apriori
- 经典Apriori算法的优化，并在商场消费者消费数据集上进行测试，挖掘频繁模式-Optimization of classical Apriori algorithm, and tested in store consumer data sets, frequent pattern mining
2014-Science-clustering
- 2014年发表在Science中的一篇文章Clustering by fast search and find of density peaks，其中还包括了作者用到的数据集和MATLAB源程序-2014 published an article in Science Clustering by fast search and find of density peaks, which also includes the author used data sets and MATLAB sourc
POETR
- 此为POET的R语言源代码程序，目的是为实现最大方差估计-Large Covariance Estimation by Thresholding Principal Orthogonal Complements
iPLS
- 区间偏最小二乘法（iPLS）筛选的特征光谱区域通过摒弃不相关的变量-Interval Partial Least Squares
linear_CTSSVM
- 基于分段函数的支持向量分类机，使用BFGS算法进行求解-Piecewise-based support vector machine, using BFGS algorithm to solve
hua2
- 对150种鸢尾花数据进行分类的matlab代码-150 species of iris data to classify the matlab code
stft
- 利用时频分析的方法分析一段语音信号的时频特征，并进行降采样等处理，可直接运行-When the time-frequency analysis method to analyze the frequency of use of a voice signal characteristics, and down-sampling and other treatment, can be directly run
pcr
- pcr主成分matlab回归源代码，包括预处理，回归和预测-pcr principal component regression matlab source code, including pre-treatment, regression and prediction
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. . . . .
wine
- 基于Wine数据集的数据分析报告 R语言+实验结果文档-data analysis based on wine
Matlab
- 1.计算两类样本的隶属度；2.使用quadprog函数求解svm的拉格朗日乘子；3.主成份分析-1.caculate the membership of 2 samples；2.use quadprog function to get the lagrangian multiplier；3.principle component analasys