region,model,data_sample,CSI,MCC,Accuracy
seoul,XGBoost,pure,0.565011886957529,0.7004827765196581,0.9455723773402865
busan,XGBoost,pure,0.4602444563246328,0.6260853753404706,0.9597446789929386
incheon,XGBoost,pure,0.5581443524210103,0.6892177198119791,0.9130578844058522
daegu,XGBoost,pure,0.4166514505499186,0.600956509945712,0.9683242050719033
daejeon,XGBoost,pure,0.5044504047922097,0.6471930212882061,0.9357524265788357
gwangju,XGBoost,pure,0.49003643817143744,0.6379812479286601,0.943428795402184
seoul,XGBoost,smote,0.5833152545530768,0.7120196607674459,0.9418898828089262
busan,XGBoost,smote,0.46473886869778475,0.6265333263141976,0.9518734768903195
incheon,XGBoost,smote,0.5891561059817683,0.7103919570983672,0.9131620588700086
daegu,XGBoost,smote,0.4611201906216012,0.6275336823062336,0.9654021217489666
daejeon,XGBoost,smote,0.5188768068576874,0.6552123484066442,0.9321021616721145
gwangju,XGBoost,smote,0.5099103046808192,0.6499937333212472,0.9358984995550234
seoul,XGBoost,ctgan20000,0.5570923548170014,0.6942604158597989,0.9440149587044938
busan,XGBoost,ctgan20000,0.46709831119818074,0.6290561623391081,0.9589464239671965
incheon,XGBoost,ctgan20000,0.5523124093005438,0.6854497320743039,0.9114981785063753
daegu,XGBoost,ctgan20000,0.4182253863349025,0.5952665980456898,0.9664244246492171
daejeon,XGBoost,ctgan20000,0.4918910489160739,0.6390630711637499,0.933889866174281
gwangju,XGBoost,ctgan20000,0.5013450661414979,0.6465339172273498,0.9428181999650672
seoul,XGBoost,ctgan10000,0.5651854445647394,0.7027118144017459,0.9450405885337393
busan,XGBoost,ctgan10000,0.46692094075656104,0.6325842231097966,0.958222712944249
incheon,XGBoost,ctgan10000,0.5578011155842045,0.6901038363927982,0.9120290316141428
daegu,XGBoost,ctgan10000,0.424541930975018,0.6005603470129561,0.966994369172676
daejeon,XGBoost,ctgan10000,0.4845439338249185,0.63402545260005,0.9338891384085635
gwangju,XGBoost,ctgan10000,0.490651260954804,0.6368315107576099,0.9422102036912277
seoul,XGBoost,ctgan7000,0.5637353305761614,0.7003517728134977,0.9446616305279004
busan,XGBoost,ctgan7000,0.4616459581003174,0.6279091576031567,0.9586027106153988
incheon,XGBoost,ctgan7000,0.5600003713221271,0.6911778795112914,0.9122589016143924
daegu,XGBoost,ctgan7000,0.41141211423242163,0.5889669181000196,0.9661207384118904
daejeon,XGBoost,ctgan7000,0.4880797047418282,0.6352680209224976,0.9336605160066872
gwangju,XGBoost,ctgan7000,0.49570507941388103,0.6441170200639816,0.9430463025342881