文件名称:sdggzip
- 所属分类：
- 人工智能/神经网络/遗传算法
- 资源属性：
- [MacOS] [Windows] [Visual C] [源码]
- 上传时间：
- 2012-11-26
- 文件大小：
- 400kb
- 下载次数：
- 0次
- 提 供 者：
- 大*
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- 无
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C++实现的自动聚类系统KlustaKwik源代码\KlustaKwik-R1-7\KlustaKwik-ks for any type of data. We needed a program that
would:
1) Fit a mixture of Gaussians with unconstrained covariance matrices
2) Automatically choose the number of mixture components
3) Be robust against noise
4) Reduce the problem of local minima
5) Run fast on large data sets (up to 100000 points, 48 dimensions)
Speed in particular was essential. KlustaKwik is based on the CEM algorithm of
Celeux and Govaert (which is faster than the standard EM algorithm
would:
1) Fit a mixture of Gaussians with unconstrained covariance matrices
2) Automatically choose the number of mixture components
3) Be robust against noise
4) Reduce the problem of local minima
5) Run fast on large data sets (up to 100000 points, 48 dimensions)
Speed in particular was essential. KlustaKwik is based on the CEM algorithm of
Celeux and Govaert (which is faster than the standard EM algorithm
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下载文件列表
KlustaKwik-R1-7
...............\KlustaKwik
...............\..........\Array.h
...............\..........\Debug
...............\..........\.....\param.obj
...............\..........\.....\param.pch
...............\..........\.....\param.pdb
...............\..........\.....\vc60.idb
...............\..........\.....\vc60.pdb
...............\..........\KK.cpp
...............\..........\KK.h
...............\..........\KlustaKwik.cpp
...............\..........\KlustaKwik.h
...............\..........\KlustaKwik.mcp
...............\..........\KlustaSave.h
...............\..........\linux-pentium
...............\..........\.............\KlustaKwik
...............\..........\macosx
...............\..........\......\KlustaKwik
...............\..........\makefile
...............\..........\param.c
...............\..........\param.dsp
...............\..........\param.dsw
...............\..........\param.h
...............\..........\param.ncb
...............\..........\param.opt
...............\..........\param.plg
...............\..........\README.txt
...............\..........\ReleaseNotes.txt
...............\..........\test
...............\..........\....\test.fet.1
...............\..........\....\test.model.1
...............\..........\....\test_res.clu.1
...............\..........\....\test_res.model.1
...............\..........\Windows
...............\..........\.......\KlustaKwik.exe
...............\KlustaKwik
...............\..........\Array.h
...............\..........\Debug
...............\..........\.....\param.obj
...............\..........\.....\param.pch
...............\..........\.....\param.pdb
...............\..........\.....\vc60.idb
...............\..........\.....\vc60.pdb
...............\..........\KK.cpp
...............\..........\KK.h
...............\..........\KlustaKwik.cpp
...............\..........\KlustaKwik.h
...............\..........\KlustaKwik.mcp
...............\..........\KlustaSave.h
...............\..........\linux-pentium
...............\..........\.............\KlustaKwik
...............\..........\macosx
...............\..........\......\KlustaKwik
...............\..........\makefile
...............\..........\param.c
...............\..........\param.dsp
...............\..........\param.dsw
...............\..........\param.h
...............\..........\param.ncb
...............\..........\param.opt
...............\..........\param.plg
...............\..........\README.txt
...............\..........\ReleaseNotes.txt
...............\..........\test
...............\..........\....\test.fet.1
...............\..........\....\test.model.1
...............\..........\....\test_res.clu.1
...............\..........\....\test_res.model.1
...............\..........\Windows
...............\..........\.......\KlustaKwik.exe