mi
所属分类:matlab编程
开发工具:matlab
文件大小:289KB
下载次数:371
上传日期:2010-04-13 16:44:46
上 传 者:
crossrainbow8696
说明: matlab 互信息理论主要函数的工具包,包括互信息,熵的计算公式等程序
(the main function of mutual information theory matlab toolkit, including the mutual information, entropy calculation)
文件列表:
mi\condentropy.m (1034, 2006-01-06)
mi\condmutualinfo.m (1237, 2006-01-06)
mi\demo_mi.m (724, 2006-01-06)
mi\elementmexheader.h (477, 2007-08-23)
mi\entropy.m (761, 2006-01-06)
mi\estcondentropy.cpp (1800, 2006-01-06)
mi\estcondentropy.dll.old (40960, 2006-01-06)
mi\estcondentropy.mexglx (8901, 2006-01-06)
mi\estcondentropy.mexmac (54608, 2007-08-23)
mi\estentropy.cpp (1249, 2006-01-06)
mi\estentropy.dll.old (40960, 2006-01-06)
mi\estentropy.mexglx (8605, 2006-01-06)
mi\estentropy.mexmac (53908, 2007-08-23)
mi\estjointentropy.cpp (1417, 2006-01-06)
mi\estjointentropy.dll.old (40960, 2006-01-06)
mi\estjointentropy.mexglx (8638, 2006-01-06)
mi\estjointentropy.mexmac (54608, 2007-08-23)
mi\estmutualinfo.cpp (3541, 2006-01-06)
mi\estmutualinfo.dll.old (40960, 2006-01-06)
mi\estmutualinfo.mexglx (9623, 2006-01-06)
mi\estmutualinfo.mexmac (54644, 2007-08-23)
mi\estpa.cpp (4754, 2006-01-06)
mi\estpa.mexglx (11191, 2006-01-06)
mi\estpa.mexmac (59216, 2007-08-23)
mi\estpab.cpp (5948, 2006-01-06)
mi\estpab.mexglx (11798, 2006-01-06)
mi\estpab.mexmac (59180, 2007-08-23)
mi\findjointstateab.cpp (7387, 2006-01-06)
mi\findjointstateab.dll.old (40960, 2006-01-06)
mi\findjointstateab.mexglx (12665, 2006-01-06)
mi\findjointstateab.mexmac (59260, 2007-08-23)
mi\jointentropy.m (924, 2006-01-06)
mi\makeosmex.m (599, 2006-01-06)
mi\mergemultivariables.m (1099, 2006-01-06)
mi\miinclude.h (521, 2007-08-23)
mi\mutualinfo.m (604, 2006-01-06)
mi\estcondentropy.mexw32 (20480, 2009-04-18)
mi\estentropy.mexw32 (20480, 2009-04-18)
mi\estjointentropy.mexw32 (20480, 2009-04-18)
... ...
***** README MI 0.9 ****
Mutual information computation, conditional probability and entropy estimation for
discrete/categorical variables.
by Hanchuan Peng, 2007-May-3.
Address update: Note that the author's current email is hanchuan.peng@gmail.com ,
please disregard the address info in the header part of each file.
License of using this package:
This package is free for non-profit use. For commercial use of this software,
please contact the author, Hanchuan Peng.
Any use of this package should acknowledge the author, or the following paper:
Hanchuan Peng, Fuhui Long, and Chris Ding, "Feature selection based on mutual
information: criteria of max-dependency, max-relevance, and min-redundancy,"
IEEE Transactions on Pattern Analysis and Machine Intelligence,
Vol. 27, No. 8, pp.1226-1238, 2005.
This package cannot be re-distributed in any form, including the recompiled codes,
without the explicit permission from the author, Hanchuan Peng. The author is NOT
reliable to any damage in any form due to the use of this package.
Anybody that uses this package or changes the codes cannot distribute the products
that include a part of this package (or the compiled form, or the renamed/revised
and re-compiled forms) without the explicit permission from the original author,
Hanchuan Peng.
Any inclusion or other use of this package means acceptance of this license.
************************ Change log *****************************
2005-10-23: Fix a programming bug in estmutualinfo.cpp which might lead to segmentation fault is not input the p1 and p2 parameters. In fact this has not led to any
dfference in the mutualinfo.m program, as I always call estmutualinfo using three parameters. BTW, I detected this bug when I wrote the C++ version of mRMR selection
program.
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