資源簡(jiǎn)介
模糊C均值腦電分類并使用了支持向量機(jī)對(duì)比,其中支持向量機(jī)使用了三種方法參數(shù)尋優(yōu)。
代碼片段和文件信息
%變化系數(shù)
%#######################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
%#################變化系數(shù)###########
%########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)
?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????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
?????目錄??????????0??2012-10-26?09:24??模糊C—EEG
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????????????????44125????????????????????21
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