资源列表
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
FCBF
- This a one of the data mining algorithm completly made by me. This is based on feature subset selection. One of the popular algorithm of feature selection named Fast Correlation based feature selection algorithm(FCBF).It s complete code is here with
CUSUM
- CUSUM算法程序,使用CUSUM方法检测残差的跳变.-CUSUM algorithm, the use of CUSUM method for detecting residual transition.
DP
- 改进过后的 密度峰值算法 不需要人工干预选择中心-After the peak density improved algorithm does not require human intervention to center
backprop
- 应用深度学习方法，挖掘数据在更深层次上的特征-Application of deep learning method, digging deeper level characteristic data
TreeforR
- 自己使用R，语言编写的决策树实现算法，比较容易理解，大家可以-Using the R language to achieve the decision tree algorithm implementation, easier to understand
77257795PCA_yuandaima
- PCA源程序，主元分析源程序，可以用于变量的特征提取(PCA source code, principal component analysis source, can be used for variable feature extraction)
kaggleDemo
- 一个kaggle竞赛的案例，文件为ipython，可以自己实验运行(A kaggle competition case, the document is IPython, you can experiment running)
fractal dimension
- 数据处理中，分形维数的计算，使用的数据是医疗行业的数据，可以更换txt文件(Calculation of fractal dimension in data processing)
leastSquare
- 最小二乘算法，用于数据处理，图像处理，深度学习等等(Application of weighted least square method to machine vision system)
example_knn(降维)
- knn降维算法用于图像分类，将所给样本遥感图像按照要求进行分类(KNN dimensionality reduction algorithm for image classification)
萤火虫优化算法
- 基于matlab平台的启发式智能算法，萤火虫优化算法程序(Heuristic intelligent algorithm based on MATLAB platform and the program of firefly optimization algorithm)