%test_sensitivityArray?=?zeros（13）;
%test_specificityArray?=?zeros（13）;
test_gmeanArray?=?zeros（13）;
%TrainingAccuracyArray?=?zeros（13）;
%TestingAccuracyArray?=?zeros（13）;

TrainFile?=?‘E:\yeast6\yeast6-5-‘;
TestFile?=?‘E:\yeast6\yeast6-5-‘;
%tra.dat???tst.dat??=>?E:\yeast6\yeast6-5-1tra.dat
%************************************************
arrayindex?=?1;
for（c?=?-18?:?2?:?-18）?%50
????for（r?=?-18?:?2?:?-14）??%20
????????Totalg_mean?=?0.0?;
????????for（fileindex?=?1?:?5）?
????????????%Totaltest_Specificity?=?0.0;
????????????%Totaltest_Sensitivity?=?0.0;
????????????%Totaltest_gmean?=?0.0?;
????????????%TotalTrainingAccuracy?=?0.0?;????
????????????for（times?=?1?:?10）
????????????????[test_sensitivity?test_specificity?test_gmean?TrainingAccuracy?TestingAccuracy?TP??TN??FP?FN]??=?ELM_kernel（?strcat（TrainFile?num2str（fileindex）‘tra.dat‘）??strcat（TestFile?num2str（fileindex）‘tst.dat‘）?2?.^?r?2?.^c?）;
????????????????%Totaltest_Sensitivity?=?Totaltest_Sensitivity?+?test_sensitivity;
????????????????%Totaltest_Specificity?=?Totaltest_Specificity?+?test_specificity;
????????????????%Totaltest_gmean?=?Totaltest_gmean?+?test_gmean;
????????????????%TotalTrainingAccuracy?=?TotalTrainingAccuracy?+?TrainingAccuracy;
????????????????Totalg_mean?=?Totalg_mean?+?test_gmean;
????????????end????
????????end??
????????test_gmeanArray（arrayindex1）?=?Totalg_mean?./?50;
????????test_gmeanArray（arrayindex2）?=?c;
????????test_gmeanArray（arrayindex3）?=?r;
????????arrayindex?=?arrayindex?+?1;?
????end
end

%function?[TrainingTime?TestingTime?test_sensitivity?test_specificity?test_gmean?TrainingAccuracy]?=?Simplified_LSSVM（TrainingData_File?TestingData_Filesigma2C）

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

?????文件???????1738??2013-06-26?16:47??imbanlace_kernel\CrossValitation.m

?????文件???????5734??2013-06-28?13:29??imbanlace_kernel\ELM_kernel.m

?????文件????????782??2013-06-26?13:24??imbanlace_kernel\getIR.m

?????文件???????2431??2013-06-27?19:36??imbanlace_kernel\kernel_matrix.m

?????文件?????452175??2013-06-27?18:45??imbanlace_kernel\result\fernandez-IJAR09.pdf

?????文件??????16520??2013-06-27?19:57??imbanlace_kernel\result\Result.docx

?????文件?????625209??2013-06-23?22:06??imbanlace_kernel\result\weighted?ELM.pdf

?????文件???????5313??2013-04-04?11:55??imbanlace_kernel\result\Weighted-ELM\Weighted?ELM?Codes?for?Binary?Problems\ELM_kernel.m

?????文件???????8005??2013-04-04?11:54??imbanlace_kernel\result\Weighted-ELM\Weighted?ELM?Codes?for?Binary?Problems\ELM_regularized_LXL.m

?????文件???????7998??2013-04-04?11:54??imbanlace_kernel\result\Weighted-ELM\Weighted?ELM?Codes?for?Binary?Problems\ELM_regularized_NXN.m

?????文件???????2636??2009-12-07?00:33??imbanlace_kernel\result\Weighted-ELM\Weighted?ELM?Codes?for?Binary?Problems\kernel_matrix.m

?????文件???????6993??2013-06-27?20:32??imbanlace_kernel\result\Weighted-ELM\Weighted-ELM.zip

?????文件???????1403??2013-06-28?13:46??imbanlace_kernel\TEST_kernel_imbalance.m

?????目錄??????????0??2013-06-30?21:03??imbanlace_kernel\result\Weighted-ELM\Weighted?ELM?Codes?for?Binary?Problems

?????目錄??????????0??2013-06-30?21:03??imbanlace_kernel\result\Weighted-ELM

?????目錄??????????0??2013-06-30?21:03??imbanlace_kernel\result

?????目錄??????????0??2013-06-30?21:03??imbanlace_kernel

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

??????????????1136937????????????????????17