adaboost
所属分类：matlab编程
开发工具：matlab
文件大小：9KB
下载次数：43
上传日期：2011-10-09 16:53:55
上 传 者：
joopl2007
说明： adaboost智能算法源程序，将若分类器反复训练得到强分类器，用于二分类问题
(adaboost intelligent algorithm source code, will be repeated if the classifier has been trained strong classifier for the two classification)
文件列表:
adaboost (0, 2010-11-04)
adaboost\adaboost (0, 2008-09-03)
adaboost\adaboost\ADABOOST_te.m (2916, 2008-09-03)
adaboost\adaboost\ADABOOST_tr.asv (4576, 2010-11-05)
adaboost\adaboost\ADABOOST_tr.m (4452, 2008-09-03)
adaboost\adaboost\demo.m (1849, 2008-09-03)
adaboost\adaboost\likelihood2class.m (812, 2008-09-03)
adaboost\adaboost\threshold_te.m (1467, 2008-09-03)
adaboost\adaboost\threshold_tr.m (2222, 2008-09-03)
README
--------
Directory contains the following files.
1. ADABOOST_te.m
2. ADABOOST_tr.m
3. demo.m
4. likelihood2class.m
5. threshold_te.m
6. threshold_tr.m
The aim of the project is to provide a source of the
meta-learning algorithm known as AdaBoost to improve
the performance of the user-defined classifiers.
To make use of adaboost, first two functions must be
run with the appropriate parameters. The explanation
of each source file is available with "help" command.
To see how they work, run demo.m as
>> demo
First three lines in demo.m specifies the training and
testing set size and the number of weak (threshold)
classifiers.
For bug reporting and for comments do not hesitate to
send e-mail to the author.
Cuneyt Mertayak
email: cuneyt.mertayak@gmail.com
version: 1.0
date: 03/09/2008
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