FCM for EEG 模糊C均值脑电分类并使用了支持向量机对比

模糊C均值脑电分类并使用了支持向量机对比，其中支持向量机使用了三种方法参数寻优。

%变化系数
%#######################train####################
%c3_1 c4_1
for i=1:45
eval（[‘S_train_c3_1_‘int2str（i）‘=std（imf_train_c3_1_‘int2str（i）‘02）.^2;‘]）;
eval（[‘S_train_c4_1_‘int2str（i）‘=std（imf_train_c4_1_‘int2str（i）‘02）.^2;‘]）;
end

%c3_2 c4_2
for i=1:45
eval（[‘S_train_c3_2_‘int2str（i）‘=std（imf_train_c3_2_‘int2str（i）‘02）.^2;‘]）;
eval（[‘S_train_c4_2_‘int2str（i）‘=std（imf_train_c4_2_‘int2str（i）‘02）.^2;‘]）;
end

%###################test#####################
%c3_1 c4_1
for i=1:25
eval（[‘S_test_c3_1_‘int2str（i）‘=std（imf_test_c3_1_‘int2str（i）‘02）.^2;‘]）;
eval（[‘S_test_c4_1_‘int2str（i）‘=std（imf_test_c4_1_‘int2str（i）‘02）.^2;‘]）;
end

%c3_2 c4_2
for i=1:25
eval（[‘S_test_c3_2_‘int2str（i）‘=std（imf_test_c3_2_‘int2str（i）‘02）.^2;‘]）;
eval（[‘S_test_c4_2_‘int2str（i）‘=std（imf_test_c4_2_‘int2str（i）‘02）.^2;‘]）;
end

%#################均值#####################
%###############train####################

%c3_1 c4_1
for i=1:45
eval（[‘M_train_c3_1_‘int2str（i）‘=mean（imf_train_c3_1_‘int2str（2）‘2）.^2;‘]）;
eval（[‘M_train_c4_1_‘int2str（i）‘=mean（imf_train_c4_1_‘int2str（2）‘2）.^2;‘]）;
end

%c3_2 c4_2
for i=1:45
eval（[‘M_train_c3_2_‘int2str（i）‘=mean（imf_train_c3_2_‘int2str（2）‘2）.^2;‘]）;
eval（[‘M_train_c4_2_‘int2str（i）‘=mean（imf_train_c4_2_‘int2str（2）‘2）.^2;‘]）;
end

%##################test###########

%c3_1 c4_1
for i=1:25
eval（[‘M_test_c3_1_‘int2str（i）‘=mean（imf_test_c3_1_‘int2str（2）‘2）.^2;‘]）;
eval（[‘M_test_c4_1_‘int2str（i）‘=mean（imf_test_c4_1_‘int2str（2）‘2）.^2;‘]）;
end

%c3_2 c4_2
for i=1:25
eval（[‘M_test_c3_2_‘int2str（i）‘=mean（imf_test_c3_2_‘int2str（2）‘2）.^2;‘]）;
eval（[‘M_test_c4_2_‘int2str（i）‘=mean（imf_test_c4_2_‘int2str（2）‘2）.^2;‘]）;
end

%#################变化系数###########
%########train##########

%c3_1 c4_1 c3_2 c4_2
for i=1:45
eval（[‘V_train_c3_1_‘int2str（i）‘=S_train_c3_1_‘int2str（i）‘./M_train_c3_1_‘int2str（i）]）;
eval（[‘V_train_c3_1_‘int2str（i）‘=V_train_c3_1_‘int2str（i）‘‘‘;‘]）;
eval（[‘V_train_c4_1_‘int2str（i）‘=S_train_c4_1_‘int2str（i）‘./M_train_c4_1_‘int2str（i）]）;
eval（[‘V_train_c4_1_‘int2str（i）‘=V_train_c4_1_‘int2str（i）‘‘‘;‘]）;
eval（[‘V_train_c3_2_‘int2str（i）‘=S_train_c3_2_‘int2str（i）‘./M_train_c3_2_‘int2str（i）]）;
eval（[‘V_train_c3_2_‘int2str（i）‘=V_train_c3_2_‘int2str（i）‘‘‘;‘]）;
eval（[‘V_train_c4_2_‘int2str（i）‘=S_train_c4_2_‘int2str（i）‘./M_train_c4_2_‘int2str（i）]）;
eval（[‘V_train_c4_2_‘int2str（i）‘=V_train_c4_2_‘int2str（i）‘‘‘;‘]）;
end


%##test
%c3_1 c4_1

for i=1:25
eval（[‘V_test_c3_1_‘int2str（i）‘=S_test_c3_1_‘int2str（i）‘./M_test_c3_1_‘int2str（i）]）;
eval（[‘V_test_c3_1_‘int2str（i）‘=V_test_c3_1_‘int2str（i）‘‘‘;‘]）;
eval（[‘V_test_c4_1_‘int2str（i）‘=S_test_c4_1_‘int2str（i）‘./M_test_c4_1_‘int2str（i）]）;
eval（[‘V_test_c4_1_‘int2str（i）‘=V_test_c4_1_‘int2str（i）‘‘‘;‘]）;
end

%c3_2 c4_2
for i=1:25
eval（[‘V_test_c3_2_‘int2str（i）‘=S_test_c3_2_‘int2str（i）

 属性            大小     日期    时间   名称
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     文件       3278  2012-10-13 15:35  模糊C—EEG\apartments.m

     文件       1877  2012-10-20 15:48  模糊C—EEG\data imf.asv

     文件        629  2012-10-23 09:36  模糊C—EEG\data imf.m

     文件       3837  2012-10-15 14:20  模糊C—EEG\E .asv

     文件       3837  2012-10-15 15:41  模糊C—EEG\E .m

     文件       1491  2012-10-24 15:17  模糊C—EEG\EMD data.asv

     文件       1491  2012-10-24 15:21  模糊C—EEG\EMD data.m

     文件       2684  2012-10-15 16:07  模糊C—EEG\matrix  of SVD.asv

     文件       2684  2012-10-15 16:07  模糊C—EEG\matrix  of SVD.m

     文件       2734  2012-10-24 15:17  模糊C—EEG\max value for all.asv

     文件       2734  2012-10-24 15:21  模糊C—EEG\max value for all.m

     文件       3255  2012-10-17 18:48  模糊C—EEG\maximum values.asv

     文件       3293  2012-10-17 18:57  模糊C—EEG\maximum values.m

     文件       1867  2012-10-21 10:48  模糊C—EEG\mean of FCM.asv

     文件       1867  2012-10-21 10:50  模糊C—EEG\mean of FCM.m

     文件       2047  2012-10-21 09:42  模糊C—EEG\mean.m

     文件       1217  2012-10-16 16:07  模糊C—EEG\Optimal matrix of FCM.asv

     文件       1217  2012-10-16 16:08  模糊C—EEG\Optimal matrix of FCM.m

     文件       1043  2012-10-24 09:06  模糊C—EEG\SVM for compare.asv

     文件       1043  2012-10-24 09:07  模糊C—EEG\SVM for compare.m

     目录          0  2012-10-26 09:24  模糊C—EEG

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