close?all;clear?all;clc;

%讀入UCI數據
%iris數據
%???data=load（‘D://Workplace//Matlab//Data?set//iris_data‘）;

%wine數據
%??data=load（‘D://Workplace//Matlab//Data?set//wine_data‘）;

%breast_cancer數據
??data=load?（‘D://Workplace//Matlab//Data?set//breast_cancer_data‘）;

%diabetes數據
%??data=load（‘D://Workplace//Matlab//Data?set//diabetes_data‘）;
%??data（:1）=data（:1）+1;??%類別標號從1開始

?%樣本集分為訓練集和測試集
m=size（data1）;?n=uint32（m*0.8）;?
perm=randperm（m）;?%產生1-m的隨機數
index1=perm（1:n）;index2=perm（n+1:m）;%選出索引
Train=data（index1:）;?%80%的數據做訓練集
Test=data（index2:）;??%20%的數據做測試集
clear?m?n??perm?index1?index2;

%?確定最大的隱層結點數量
num=size（Train1）-3;
if?num>200
????num=200;
end
%訓練
[modelTrainTimerate_train]?=?OP_ELM_train（Train?‘s‘?num?‘c‘?‘n‘）;
TrainTime
rate_train
show_model（?

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件???????1792??2013-04-12?10:59??OPELM_Toolbox\example1.m

?????文件??????11372??2013-04-09?17:03??OPELM_Toolbox\FB_OPELM.m

?????文件????????105??2013-04-09?17:03??OPELM_Toolbox\gaussian_func.m

?????文件???????6663??2013-04-09?17:03??OPELM_Toolbox\gui_OPELM.fig

?????文件??????22108??2013-04-09?17:03??OPELM_Toolbox\gui_OPELM.m

?????文件???????8850??2013-04-09?17:03??OPELM_Toolbox\LARS_Selection_OPELM.m

?????文件???????3890??2013-04-11?17:27??OPELM_Toolbox\mrsr.m

?????文件?????339207??2013-04-09?17:03??OPELM_Toolbox\mydata1.mat

?????文件???????5431??2013-04-10?14:13??OPELM_Toolbox\OP_ELM_classify.m

?????文件???????6706??2013-04-10?14:15??OPELM_Toolbox\OP_ELM_test.asv

?????文件???????6706??2013-04-10?14:20??OPELM_Toolbox\OP_ELM_test.m

?????文件??????15277??2013-04-10?12:55??OPELM_Toolbox\OP_ELM_train.asv

?????文件??????15328??2013-04-10?13:48??OPELM_Toolbox\OP_ELM_train.m

?????文件???????1046??2013-04-09?17:03??OPELM_Toolbox\README

?????文件???????4413??2013-04-12?11:02??OPELM_Toolbox\show_model.m

?????文件???????7311??2013-04-10?10:05??OPELM_Toolbox\sim_OPELM.asv

?????文件???????7360??2013-04-10?10:06??OPELM_Toolbox\sim_OPELM.m

?????文件??????16772??2013-04-10?09:55??OPELM_Toolbox\train_OPELM.asv

?????文件??????16876??2013-04-10?10:41??OPELM_Toolbox\train_OPELM.m

?????目錄??????????0??2013-04-11?17:28??OPELM_Toolbox

-----------?---------??----------?-----??----

???????????????497213????????????????????20