Radom Forest[ok]
所属分类：matlab编程
开发工具：matlab
文件大小：269KB
下载次数：33
上传日期：2017-11-01 14:46:49
上 传 者：
`你管
说明： 在matlab中随机森林算法的实现，随机森林算法是现在广泛用于分类和预测的机器学习最常见的算法之一
(the code of random forest)
文件列表:
Radom Forest[ok]\Examples\boshouse.txt (32726, 2014-03-21)
Radom Forest[ok]\Examples\Example_Classification.m (1580, 2014-04-01)
Radom Forest[ok]\Examples\Example_Regression.m (1145, 2014-03-21)
Radom Forest[ok]\Examples\printRF.m (2276, 2014-03-21)
Radom Forest[ok]\Examples\RFClass.m (12564, 2014-03-21)
Radom Forest[ok]\Examples\RFClassification.mexw32 (49664, 2014-03-31)
Radom Forest[ok]\Examples\RFReg.m (7959, 2014-03-21)
Radom Forest[ok]\Examples\RFRegression.mexw32 (29696, 2014-03-31)
Radom Forest[ok]\Examples\satimage_tes.txt (236745, 2014-03-21)
Radom Forest[ok]\Examples\satimage_tra.txt (525830, 2014-03-21)
Radom Forest[ok]\Fortran\RFClassification.dll (57344, 2014-03-21)
Radom Forest[ok]\Fortran\RFClassification.f (60909, 2014-03-21)
Radom Forest[ok]\Fortran\RFClassification.mexw32 (49664, 2014-03-31)
Radom Forest[ok]\Fortran\RFRegression.dll (36864, 2014-03-21)
Radom Forest[ok]\Fortran\RFRegression.f (24632, 2014-03-21)
Radom Forest[ok]\Fortran\RFRegression.mexw32 (29696, 2014-03-31)
Radom Forest[ok]\Installation.doc (97280, 2014-03-21)
Radom Forest[ok]\printRF.m (2276, 2014-03-21)
Radom Forest[ok]\RFClass.m (12564, 2014-03-21)
Radom Forest[ok]\RFReg.m (7959, 2014-03-21)
Radom Forest[ok]\Examples (0, 2014-03-31)
Radom Forest[ok]\Fortran (0, 2014-05-13)
Radom Forest[ok] (0, 2014-05-13)
============================Usage===============================
randomForest
An interface to the random forest algorithm (version 3.3) written by Leo Breiman and Adele Cutler. This tool is for windows MATLAB R13 only.
This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
The m-files and dll-files need to store in a directory in MATLAB search path. See example files for program usage.
Please feel free to use and distribute the program for noncommercial purposes. If there is any problem in using the programs, please contact Ting Wang through e-mail at tingchuan_wang@merck.com
============================How to compile Fortran Code(not needed, becausse we have .dll file instead)===============================
The Fortran source code is included, and compiles quite
happily for me on my SGI Octane running IRIX 6.5.15.
Unzip the distribution.
Start MATLAB
Change to the Fortran directory of the distribution.
Compile the .f files into mex files.
>> mex RFRegression.f
>> mex RFClassification.f
Put the resulting files in the distribution directory:
>> !mv *.mexsg ..
Add the distribution directory to your MATLAB path and try the examples.
You will, of course, need a Fortran compiler.
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