资源列表
PCA
- python PCA算法。 以及主成分分析的相关文档，资料，数据集。-python PCA algorithm.
KMeans
- 用matlab 实现了kmeans算法还附有评价指标计算(Matlab to achieve kmeans algorithm also attached to the evaluation index calculation)
Clustering
- 对数据进行归类，采用了k-means,NMF以及谱聚类三种方法。其中， 谱聚类的效率比较低下。-Classify the data, using the k-means, NMF and spectral clustering three methods. Among them, the relatively low efficiency of spectral clustering.
B10681002fj
- 低秩谱聚类分析包括2015年研究生数学建模B题的论文及相关程序，做的不好，但可供参考。开发平台是matlab-Low rank spectral clustering analysis includes the papers and related procedures of the research on the mathematical modeling of B in 2015. Development platform is matlab
clustering
- clustering evolutionary
69491728rough-set-codes
- 胡清华邻域粗糙集源码，matlab源代码，方便可用(Hu Qinghua neighborhood rough sets source code, matlab source code, easy to use)
BP
- bp网络的测试代码，使用C++编程，已测试通过，希望对大家有用，多多提意见。-Bp network test code, using c++ programming, has the tests pass, hope useful for everyone, a lot of advice.
K-Nearest-Neighbor
- 数据挖掘中经典的KNN（K-最近邻）算法，导入即可运行-Data Mining the classical KNN (K- nearest neighbor) algorithm, you can import operation
data--preprocessing-using-kdd-data-set
- Data Mining process model selected is KDD which starts selection of data.Initially the researcher has taken the Kddcup.data-10-perecnt which contains total of 311,027 records which includes both labeled and unlabeled records-Data Mining process model
beta-react-to-market-conditions
- The response of beta to market reactions in us stock markets
SSL_LP
- SSL(Semi-Supervised Learning) with GRF: Implementation of Label Propagation Algorithm introduced in, Zhu, Xiaojin, Zoubin Ghahramani, and John Lafferty. Semi-supervised learning using gaussian fields and harmonic functions. ICML. Vol. 3. 2003. (Origi
SSL_MP
- SSL with Measure Propagation: Implementation of Measure Propagation Algorithm introduced in, Subramanya, Amarnag, and Jeff Bilmes. Semi-supervised learning with measure propagation. The Journal of Machine Learning Research 12 (2011): 3311-3370.-SSL w