文件名称:spectralclustering-1.0
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一款功能强大的分类算法软件包，在matlab环境下使用。详见如下网站
http://mloss.org/software/view/133/-A MATLAB spectral clustering package to deal with large data sets. Our tool can handle large data sets (200,000 RCV1 data) on a 4GB memory general machine. Spectral clustering algorithm has been shown to be more effective in finding clusters than some traditional algorithms such as kmeans. To perform clustering on large data sets, we implement various ways of approximating the dense similarity matrix, including nearest neighbors and the Nystrom method.
http://mloss.org/software/view/133/-A MATLAB spectral clustering package to deal with large data sets. Our tool can handle large data sets (200,000 RCV1 data) on a 4GB memory general machine. Spectral clustering algorithm has been shown to be more effective in finding clusters than some traditional algorithms such as kmeans. To perform clustering on large data sets, we implement various ways of approximating the dense similarity matrix, including nearest neighbors and the Nystrom method.
(系统自动生成,下载前可以参看下载内容)
下载文件列表
spectralclustering-1.0
......................\data
......................\....\corel_100_NN_sym_distance.mat
......................\....\corel_10_NN_sym_distance.mat
......................\....\corel_150_NN_sym_distance.mat
......................\....\corel_15_NN_sym_distance.mat
......................\....\corel_200_NN_sym_distance.mat
......................\....\corel_20_NN_sym_distance.mat
......................\....\corel_50_NN_sym_distance.mat
......................\....\corel_5_NN_sym_distance.mat
......................\....\corel_feature.mat
......................\....\corel_label.mat
......................\gen_nn_distance.m
......................\k_means.m
......................\nmi.m
......................\nystrom.m
......................\README
......................\sc.m
......................\script_nystrom.m
......................\script_sc.m
......................\data
......................\....\corel_100_NN_sym_distance.mat
......................\....\corel_10_NN_sym_distance.mat
......................\....\corel_150_NN_sym_distance.mat
......................\....\corel_15_NN_sym_distance.mat
......................\....\corel_200_NN_sym_distance.mat
......................\....\corel_20_NN_sym_distance.mat
......................\....\corel_50_NN_sym_distance.mat
......................\....\corel_5_NN_sym_distance.mat
......................\....\corel_feature.mat
......................\....\corel_label.mat
......................\gen_nn_distance.m
......................\k_means.m
......................\nmi.m
......................\nystrom.m
......................\README
......................\sc.m
......................\script_nystrom.m
......................\script_sc.m