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ELM_EELM_YELM

于 2011-07-20 发布 文件大小:37632KB
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代码说明:

  ELM和ELM_2是现在流行的超强学习机(也叫极限学习机)源码 EELM是有效ELM的源码 (EELM发表于neuralcomputing ,作者:yuguangwang) YELM是一种改进的ELM的源码(已发表,作者:yuboyuan) 这个程序是三者的方法比对。 相关理论,可以用作者找文章。 运行时,要运行pendigits_mean就可以了!(extreme learning machine and effective learning machine .)

文件列表:

ELM作手写识别实验源码
.....................\EELMII2.m,11607,2010-10-04
.....................\ELM.m,8578,2010-10-04
.....................\elm_2.m,8768,2010-10-04
.....................\pendigits-orig.names.txt,3936,2010-10-04
.....................\pendigits.names.txt,5091,2010-10-04
.....................\pendigits_data.m,1622,2010-10-04
.....................\pendigits_learing time of ELM and EELM.fig,2710,2010-10-04
.....................\pendigits_learing time of ELM and YELM.fig,2706,2010-10-04
.....................\pendigits_mean.m,4368,2010-10-04
.....................\pendigits_mean2.m,6482,2010-10-04
.....................\pendigits_result.mat,38051391,2010-10-04
.....................\pendigits_tes,1075783,2011-03-10
.....................\pendigits_tes.txt,237866,2010-10-04
.....................\pendigits_testing of ELM and EELM.fig,2924,2010-10-04
.....................\pendigits_testing of ELM and YELM.fig,2929,2010-10-04
.....................\pendigits_tra,1075834,2011-03-10
.....................\pendigits_tra.txt,509594,2010-10-04
.....................\pendigits_training of ELM and EELM.fig,2939,2010-10-04
.....................\pendigits_training of ELM and YELM.fig,2930,2010-10-04
.....................\y_elm.m,9751,2010-10-04
.....................\说明.txt,402,2011-07-20

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