Adaboost_matlab
所属分类:matlab编程
开发工具:matlab
文件大小:262KB
下载次数:37
上传日期:2012-09-01 16:35:19
上 传 者:
卡西
说明: adaboost算法的matlab程序,随机生成正负样本,用adaboost进行分类
(adaboost algorithm matlab program randomly generates positive and negative samples adaboost classification)
文件列表:
19854803Adaboost\adaBoost.m (907, 2005-07-29)
19854803Adaboost\getError.m (757, 2002-07-26)
19854803Adaboost\runAdaBoosting.m (2030, 2003-12-20)
19854803Adaboost\start.m (97, 2002-09-16)
19854803Adaboost\usps.mat (514824, 2002-07-25)
19854803Adaboost\weakLearner.m (310, 2003-12-16)
19854803Adaboost (0, 2009-07-05)
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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