Visibility_Nowcasting / Analysis_code /model_result /resnet_like_sampled_data_test.csv
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region,model,data_sample,CSI,MCC,Accuracy
seoul,resnet_like,pure,0.5556513128454227,0.6944843892225018,0.939922004308373
busan,resnet_like,pure,0.5246252526595989,0.6874494677398264,0.9591643378163702
incheon,resnet_like,pure,0.5799566950805518,0.7030239128662202,0.9153711397227005
daegu,resnet_like,pure,0.4394531403147615,0.6143074280063717,0.9659717543728323
daejeon,resnet_like,pure,0.5430465060488938,0.6757025454804458,0.9349603055784282
gwangju,resnet_like,pure,0.5577057247702664,0.689775566381261,0.9437623200339346
seoul,resnet_like,smote,0.6137456175954706,0.7422130871955783,0.9452800234548494
busan,resnet_like,smote,0.5023305919728182,0.6726508273995124,0.9473319069125267
incheon,resnet_like,smote,0.5860766625532056,0.7078408929922378,0.9089022381914814
daegu,resnet_like,smote,0.4901581106489206,0.6522246131616541,0.9662389483577446
daejeon,resnet_like,smote,0.5108150204429799,0.6519519041478157,0.9180820670209847
gwangju,resnet_like,smote,0.50385899296261,0.6510080124725456,0.9282384534770567
seoul,resnet_like,ctgan20000,0.5072327540718837,0.6620612708395112,0.9275254510068119
busan,resnet_like,ctgan20000,0.38986584909236405,0.5796375719673601,0.9392384243664279
incheon,resnet_like,ctgan20000,0.5432016410802436,0.6676977064251691,0.8980009315401186
daegu,resnet_like,ctgan20000,0.2688077976760475,0.440646061562418,0.9229636075554558
daejeon,resnet_like,ctgan20000,0.5006204822135542,0.6492987602101151,0.9202535119894204
gwangju,resnet_like,ctgan20000,0.444672867325423,0.5955785036774024,0.9136339629546457
seoul,resnet_like,ctgan10000,0.5304050574661009,0.6815565974252659,0.9339477755321007
busan,resnet_like,ctgan10000,0.5675115951993178,0.7176500871011381,0.965488621902837
incheon,resnet_like,ctgan10000,0.5608852333036517,0.6835219927895569,0.9037794953048714
daegu,resnet_like,ctgan10000,0.3723832547505761,0.5464472897265699,0.9578420914739127
daejeon,resnet_like,ctgan10000,0.5181167801633592,0.6610880657167911,0.9187646072976188
gwangju,resnet_like,ctgan10000,0.40351880029410764,0.5649610782208994,0.9066332726168792
seoul,resnet_like,ctgan7000,0.5731369888329633,0.7091329811132822,0.9410729138075871
busan,resnet_like,ctgan7000,0.4605071450423024,0.638239831036732,0.9479047624988564
incheon,resnet_like,ctgan7000,0.5343315289869124,0.6644525961066555,0.8994391005647463
daegu,resnet_like,ctgan7000,0.44530071901663565,0.6174979682782439,0.9673712478478929
daejeon,resnet_like,ctgan7000,0.5092618652909245,0.6496900098750791,0.9181710623716013
gwangju,resnet_like,ctgan7000,0.49270227739086486,0.6375371144090152,0.9272533705949381