oo-ELM
所属分类：matlab编程
开发工具：matlab
文件大小：357KB
下载次数：109
上传日期：2015-01-12 17:16:02
上 传 者：
ZHIJIEZHU
说明： 优化的基线学习机，收敛速度快，可用于分类和拟合
(The baseline learning machine optimization, fast convergence speed, and can be used for classification and curve fitting)
文件列表:
OPELM\OPELM_Toolbox\FB_OPELM.m (11372, 2008-02-12)
OPELM\OPELM_Toolbox\gaussian_func.m (105, 2008-02-12)
OPELM\OPELM_Toolbox\gui_OPELM.fig (6663, 2008-02-22)
OPELM\OPELM_Toolbox\gui_OPELM.m (22108, 2008-04-28)
OPELM\OPELM_Toolbox\LARS_Selection_OPELM.m (8850, 2008-02-12)
OPELM\OPELM_Toolbox\mrsr.m (3890, 2008-02-12)
OPELM\OPELM_Toolbox\mydata1.mat (339207, 2008-02-12)
OPELM\OPELM_Toolbox\show_model.m (4401, 2008-02-12)
OPELM\OPELM_Toolbox\sim_OPELM.m (7230, 2008-03-07)
OPELM\OPELM_Toolbox\train_OPELM.m (16561, 2008-03-07)
OPELM\OPELM_Toolbox (0, 2012-02-21)
OPELM (0, 2012-02-21)
This is the OPELM Toolbox v1.1
Following are the functions to be used by the user:
* gui_OPELM
This is the Graphical User Interface (GUI) for using the
following functions. Recommended for typical use of the
toolbox.
* function [model]=train_OPELM(data,kernel,maxneur,problem,normal,KM)
This function trains a model using OPELM and the proper inputs
* function [yh,error]=sim_OPELM(model,data)
This function uses the computed model on a test dataset
* function myinputs=LARS_Selection_OPELM(data,kernel,maxneur,problem,normal)
This function uses the LARS algorithm with OPELM algorithm
* function myinputs=FB_OPELM(data,input_init,kernel,maxneur,problem,normal)
This function uses the Forward-Backward algorithm with OPELM algorithm
* function show_model( model )
This function displays the main content of a computed model
Typical data is provided in mydata1.mat for playing around with the toolbox basic features.
Please read the function's documentation and use the gui otherwise !
Have fun.
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