Here compared several clustering algorithms, including Cape clustering, kmeans like.

code
....\document_cluster_composite
....\..........................\Reuters21578.mat
....\..........................\cycle.mat
....\..........................\data.mat
....\..........................\data1.mat
....\..........................\data2.mat
....\..........................\data3.mat
....\..........................\generate_cycle.m
....\..........................\gmm
....\..........................\...\MutualInfo.m
....\..........................\...\bestMap.m
....\..........................\...\emgm.m
....\..........................\...\exe_gmm.m
....\..........................\...\gmm.m
....\..........................\...\gmm1.m
....\..........................\...\gmm_accuracy.m
....\..........................\...\hungarian.m
....\..........................\...\logsumexp.m
....\..........................\...\spread.m
....\..........................\kmeans
....\..........................\......\Initial_center.m
....\..........................\......\KM.m
....\..........................\......\MutualInfo.m
....\..........................\......\bestMap.m
....\..........................\......\exe_kmeans.m
....\..........................\......\hungarian.m
....\..........................\......\kmedoids.m
....\..........................\......\litekmeans.m
....\..........................\......\spread.m
....\..........................\......\test21_30.mat
....\..........................\main.m
....\..........................\my_spectral
....\..........................\...........\SimilarityGraph
....\..........................\...........\...............\SimGraph_Epsilon.m
....\..........................\...........\...............\SimGraph_Full.m
....\..........................\...........\...............\SimGraph_NearestNeighbors.m
....\..........................\...........\SpectralClustering.m
....\..........................\...........\data.mat
....\..........................\...........\exe_spectral.m
....\..........................\...........\k_means.m
....\..........................\...........\nystrom.m
....\..........................\...........\other
....\..........................\...........\.....\distEuclidean.m
....\..........................\...........\.....\relativepath.m
....\..........................\...........\.....\simGaussian.m
....\..........................\...........\spread.m
....\..........................\produce_random_data.m
....\..........................\random_data.mat
....\..........................\spread.m
....\document_cluster_text
....\.....................\Reuters20.mat
....\.....................\Reuters20_index.txt
....\.....................\Reuters20_result_1.mat
....\.....................\Reuters20_result_2.mat
....\.....................\Reuters20_result_3.mat
....\.....................\Reuters20_result_4.mat
....\.....................\Reuters20_result_5.mat
....\.....................\Reuters20_result_6.mat
....\.....................\Reuters21578.mat
....\.....................\TDT2.mat
....\.....................\TDT2_Result_1.mat
....\.....................\TDT2_Result_2.mat
....\.....................\TDT2_Result_3.mat
....\.....................\TDT2_Result_4.mat
....\.....................\TDT2_index.txt
....\.....................\accuracy.m
....\.....................\cut_data.m
....\.....................\data.mat
....\.....................\gmm
....\.....................\...\MutualInfo.m
....\.....................\...\bestMap.m
....\.....................\...\emgm.m
....\.....................\...\exe_gmm.m
....\.....................\...\gmm.m
....\.....................\...\gmm1.m
....\.....................\...\gmm_accuracy.m
....\.....................\...\hungarian.m
....\.....................\...\logsumexp.m
....\.....................\...\spread.m
....\.....................\hungarian.m
....\.....................\kmeans
....\.....................\......\Initial_center.m
....\.....................\......\KM.m
....\.....................\......\MutualInfo.m
....\.....................\......\bestMap.m
....\.....................\......\exe_kmeans.m
....\................

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