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

%%%%%%%%%%%?Macro?definition
REGRESSION=0;
CLASSIFIER=1;

%%%%%%%%%%%?Load?training?dataset
train_data?=?TrainingData_File;
T=train_data（:1）‘;
P=train_data（:2:size（train_data2））‘;
clear?train_data;???????????????????????????????????%???Release?raw?training?data?array

%%%%%%%%%%%?Load?testing?dataset
test_data?=??TestingData_File;
TV.T=test_data（:1）‘;
TV.P=test_data（:2:size（test_data2））‘;
clear?test_data;????????????????????????????????????%???Release?raw?testing?data?array

NumberofTrainingData=size（P2）;
NumberofTestingData=size（TV.P2）;
NumberofInputNeurons=size（P1）;

[xposx]?=?find（T==1）;
W?=?zeros（length（T

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2015-06-30?15:36??Weighted-ELM\Weighted?ELM?Codes?for?Binary?Problems\
?????文件????????5313??2013-04-04?11:55??Weighted-ELM\Weighted?ELM?Codes?for?Binary?Problems\ELM_kernel.m
?????文件????????8005??2013-04-04?11:54??Weighted-ELM\Weighted?ELM?Codes?for?Binary?Problems\ELM_regularized_LXL.m
?????文件????????7998??2013-04-04?11:54??Weighted-ELM\Weighted?ELM?Codes?for?Binary?Problems\ELM_regularized_NXN.m
?????文件????????2636??2009-12-07?00:33??Weighted-ELM\Weighted?ELM?Codes?for?Binary?Problems\kernel_matrix.m
?????目錄???????????0??2015-06-30?15:36??Weighted-ELM\