附录里的matlab代码-DGA:2012年IEEE交易功率代码的论文“统计机器学习和溶解气体分析：回顾”
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2021-05-28
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DGA-master.zip （99个子文件） 
DGA-master Data_Duval 
Duval_Raw_1.mat 10KB
DuvalTable6.txt 1KB
Duval_View3.pdf 11KB DuvalAnnex2Table4.txt 548B Duval_Raw_41.mat 34KB Duval_Classification_41.mat 17KB DuvalAnnex2Table1.txt 847B DuvalAnnex2Table2.txt 591B Duval_View1.pdf 10KB DuvalTable3.txt 2KB Duval_View2.pdf 11KB DuvalTable4.txt 3KB DuvalTable5.txt 1KB Duval_Classification_1.mat 6KB DuvalTable2.txt 515B Code_Duval Duval_PlotResults.m 5KB Duval_SaveTxt.m 1KB testDuval.mat 6KB Duval_EvaluateML.m 8KB Duval_PrepareData.m 5KB Duval_GenerateData.m 1KB Duval_EvaluateML_bis.m 3KB Duval.m 3KB Duval_ImportData.m 2KB Duval_bis.m 2KB Code_ML SVM_TrainTest.m 10KB NN_Model_Init.m 2KB DGOA_Raw_SelectText.m 2KB NN_Dataset_Init.m 2KB C4_5.m 6KB DGOA_ExtractCommonVariables.m 4KB DGOA_LinearRegression.m 4KB LLR_TrainTest.m 5KB NN_Dataset_ForwardProp.m 2KB NN_Dataset_Split.m 2KB NN_Predict.m 1KB NN_Logistic.m 1KB IE_ROC.m 4KB ML_CheckShuffleData.m 3KB DGOA_Match.m 2KB LDS_TrainTest.m 5KB DGOA_SemiSupervisedRegression.m 6KB DGOA_Predict_NearestNeighbors.m 5KB DGOA_ExtractClass.m 2KB DGOA_Inputs_LogNormalize.m 2KB KNN_TrainTest.m 7KB NN_Params_Init.m 2KB NN_TrainTest.m 9KB DGOA_Inputs_Standardize.m 2KB NN_Energy_ForwardProp.m 2KB WKR_TrainTest.m 5KB DGOA_SelectTriple.m 2KB LLR_Predict.m 2KB NN_Model_ForwardProp.m 2KB ML_EvaluateROC.m 2KB LLSSR_TrainTest.m 6KB NN_Trainer.m 6KB LLSSR_Predict.m 4KB DGOA_InverseCDF.m 2KB NN_Energy_BackProp.m 2KB NN_Learn.m 3KB ML_MeasurePerformance.m 2KB NN_Model_BackProp.m 2KB WKR_Predict.m 2KB ML_SplitLearnXval.m 2KB DGOA_DaysSinceDGOA.m 2KB IE_CompareClasses.m 2KB bolasso restoreSeed.m 108B spca.m 5KB standardize.m 348B mvnrnd.m 7KB process_options.m 4KB bolassoSimpleDemo.m 874B crossvalidateBL.m 2KB synthesizeData.m 3KB normrnd.m 2KB larsen_test.m 383B center.m 324B normalize.m 343B corrcov.m 1KB larsFast.m 4KB lars.m 7KB setSeed.m 179B lars_test.m 618B diabetes.mat 259KB spca_test.m 415B bolasso.m 31KB Kfold.m 1KB cholcov.m 3KB cvplot.m 679B larsen.m 6KB README 2KB Code_Display DGOA_PlotInterpolatedROC.m 2KB DGOA_PlotDGOA3D.m 2KB DGOA_PlotHistPerClass.m 2KB DGOA_PlotDuval.m 4KB DGOA_PlotRegression.m 2KB DGOA_PlotHist.m 2KB GNU_PublicLicense.txt 34KB
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