amjams-mixed_kmeans-3253351
所属分类：matlab编程
开发工具：matlab
文件大小：31KB
下载次数：4
上传日期：2016-01-08 17:32:44
上 传 者：
adil
说明： Kmeans algorithm for mixed features
文件列表:
amjams-mixed_kmeans-3253351 (0, 2016-01-08)
amjams-mixed_kmeans-3253351\GPL.txt (35147, 2016-01-08)
amjams-mixed_kmeans-3253351\Heart.csv (9978, 2016-01-08)
amjams-mixed_kmeans-3253351\algo_distance.m (2521, 2016-01-08)
amjams-mixed_kmeans-3253351\cluster_center.m (2222, 2016-01-08)
amjams-mixed_kmeans-3253351\dist_to_center.m (3570, 2016-01-08)
amjams-mixed_kmeans-3253351\example_script.m (2511, 2016-01-08)
amjams-mixed_kmeans-3253351\find_max.m (2178, 2016-01-08)
amjams-mixed_kmeans-3253351\make_discrete.m (1539, 2016-01-08)
amjams-mixed_kmeans-3253351\make_normal.m (1007, 2016-01-08)
amjams-mixed_kmeans-3253351\mixed_silhouette.m (7322, 2016-01-08)
amjams-mixed_kmeans-3253351\mixedkmeans.m (3106, 2016-01-08)
amjams-mixed_kmeans-3253351\peformance_functions (0, 2016-01-08)
amjams-mixed_kmeans-3253351\peformance_functions\intersect_f.m (283, 2016-01-08)
amjams-mixed_kmeans-3253351\peformance_functions\unique_f.m (282, 2016-01-08)
amjams-mixed_kmeans-3253351\significance.m (2060, 2016-01-08)
The mixed_kmeans package is a MATLAB implementation of the mixed kmeans algorithms proposed by:
Ahmad, Amir, and Lipika Dey. "A k-mean clustering algorithm for mixed numeric and categorical data." Data & Knowledge Engineering 63.2 (2007): 503-527.
It can be used to for clustering porblems which include categorical inputs, numerical (continuous) inputs, or a mix of both. The user is referred to the original publication for details regarding the algorithm.
Copyright 2015 Ahmad Alsahaf
Research fellow, Politecnico di Milano
ahmadalsahaf@gmail.com
Acknowledgements to Andrea Cominola, Politecnico di Milano
This software is under the GNU General Public License.
Please read the text version of the license included with the package (gpl.txt).
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