matlab
所属分类:matlab编程
开发工具:matlab
文件大小:27891KB
下载次数:5
上传日期:2017-05-08 10:47:01
上 传 者:
5477843
说明: matlab 算法整合应用如pca medfilt svm
(pca medfilt svm)
文件列表:
matlab算法 (0, 2016-08-23)
matlab算法\DWT1.m (1474, 2016-08-21)
matlab算法\DWT2.m (2207, 2016-08-19)
matlab算法\DnSpl.m (376, 2016-08-21)
matlab算法\GetRandSamples.m (1122, 2016-08-21)
matlab算法\JSvmLib (0, 2016-08-23)
matlab算法\JSvmLib\JSvmLib (0, 2016-08-23)
matlab算法\JSvmLib\JSvmLib\.classpath (301, 2011-01-26)
matlab算法\JSvmLib\JSvmLib\.project (383, 2011-01-26)
matlab算法\JSvmLib\JSvmLib\.settings (0, 2016-08-23)
matlab算法\JSvmLib\JSvmLib\.settings\org.eclipse.jdt.core.prefs (629, 2011-01-26)
matlab算法\JSvmLib\JSvmLib\bin (0, 2016-08-23)
matlab算法\JSvmLib\JSvmLib\bin\lib (0, 2016-08-23)
matlab算法\JSvmLib\JSvmLib\bin\lib\SMO.class (493, 2011-01-30)
matlab算法\JSvmLib\JSvmLib\bin\lib\SVM.class (3801, 2011-01-30)
matlab算法\JSvmLib\JSvmLib\bin\lib\SimplifiedSMO (0, 2016-08-23)
matlab算法\JSvmLib\JSvmLib\bin\lib\SimplifiedSMO\SVMData.class (724, 2011-01-31)
matlab算法\JSvmLib\JSvmLib\bin\lib\SimplifiedSMO\SVMDataLine.class (398, 2011-01-31)
matlab算法\JSvmLib\JSvmLib\bin\lib\SimplifiedSMO\SVMFileReader.class (3658, 2011-02-01)
matlab算法\JSvmLib\JSvmLib\bin\lib\SimplifiedSMO\SVMModel.class (437, 2011-01-31)
matlab算法\JSvmLib\JSvmLib\bin\lib\SimplifiedSMO\SimplifiedSmo.class (5636, 2011-02-01)
matlab算法\JSvmLib\JSvmLib\bin\lib\SimplifiedSMO\heart_scale (27670, 2011-02-01)
matlab算法\JSvmLib\JSvmLib\src (0, 2016-08-23)
matlab算法\JSvmLib\JSvmLib\src\lib (0, 2016-08-23)
matlab算法\JSvmLib\JSvmLib\src\lib\SimplifiedSMO (0, 2016-08-23)
matlab算法\JSvmLib\JSvmLib\src\lib\SimplifiedSMO\SVMData.java (398, 2011-01-31)
matlab算法\JSvmLib\JSvmLib\src\lib\SimplifiedSMO\SVMDataLine.java (192, 2011-01-31)
matlab算法\JSvmLib\JSvmLib\src\lib\SimplifiedSMO\SVMFileReader.java (2549, 2011-02-01)
matlab算法\JSvmLib\JSvmLib\src\lib\SimplifiedSMO\SVMModel.java (243, 2011-01-31)
matlab算法\JSvmLib\JSvmLib\src\lib\SimplifiedSMO\SimplifiedSmo.java (6194, 2011-02-01)
matlab算法\JSvmLib\JSvmLib\src\lib\SimplifiedSMO\heart_scale (27670, 2011-02-01)
matlab算法\Relief特征选择 (0, 2016-08-23)
matlab算法\Relief特征选择\Relief.m (3772, 2007-06-01)
matlab算法\Relief特征选择\Relief特征选择.rar (709411, 2016-08-21)
matlab算法\Relief特征选择\choose.asv (1003, 2007-06-01)
matlab算法\Relief特征选择\choose.m (1372, 2007-06-01)
matlab算法\Relief特征选择\data_result (0, 2016-08-23)
matlab算法\Relief特征选择\data_result\feature_gene59.mat (11713, 2007-06-01)
matlab算法\Relief特征选择\data_result\feature_order59.mat (275, 2007-05-31)
... ...
SVM faruto version
by faruto
Email:farutoliyang@gmail.com
2009.11.05
==================================
Content:
scaleForSVM:归一化
函数接口:
[train_scale,test_scale,ps] = scaleForSVM(train_data,test_data,ymin,ymax)
====================================
pcaForSVM:pca降维预处理
函数接口:
[train_pca,test_pca] = pcaForSVM(train,test,threshold)
====================================
fasticaForSVM:ica降维预处理
函数接口:
[train_ica,test_ica] = fasticaForSVM(train,test)
====================================
SVMcgForClass:分类问题参数寻找[grid search based on CV]
函数接口:
[bestacc,bestc,bestg] = SVMcgForClass(train_label,train,cmin,cmax,gmin,gmax,v,cstep,gstep,accstep)
SVMcgForRegress:回归问题参数寻优[grid search based on CV]
函数接口:
[mse,bestc,bestg] = SVMcgForRegress(train_label,train,cmin,cmax,gmin,gmax,v,cstep,gstep,msestep)
======================================
psoSVMcgForClass:分类问题参数寻优[pso based on CV]
函数接口:
[bestCVaccuracy,bestc,bestg,pso_option] = psoSVMcgForClass(train_label,train,pso_option)
psoSVMcgForRegress:回归问题参数寻优[pso based on CV]
函数接口:
[bestCVmse,bestc,bestg,pso_option] = psoSVMcgForRegress(train_label,train,pso_option)
=======================================
gaSVMcgForClass:分类问题参数寻优[ga based on CV]
函数接口:
[bestCVaccuracy,bestc,bestg,ga_option] = gaSVMcgForClass(train_label,train,ga_option)
gaSVMcgForRegress:回归问题参数寻优[ga based on CV]
函数接口:
[bestCVmse,bestc,bestg,ga_option] = gaSVMcgForRegress(train_label,train,ga_option)
======================================
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