| region,model,data_sample,CSI,MCC,Accuracy |
| seoul,LightGBM,pure,0.4830701326492519,0.6294046921291281,0.9297619790237127 |
| busan,LightGBM,pure,0.43506984201427806,0.603839321192473,0.9573520972128652 |
| incheon,LightGBM,pure,0.5522436617260514,0.6857225827228159,0.9117255533098785 |
| daegu,LightGBM,pure,0.2974860165425261,0.4862244089903067,0.9538572622701301 |
| daejeon,LightGBM,pure,0.48570589458995483,0.6313963695110991,0.9337746712578286 |
| gwangju,LightGBM,pure,0.4841000529921969,0.6363547628117262,0.9430086666500319 |
| seoul,LightGBM,smote,0.5811441298770988,0.7097862880128495,0.9400710923139624 |
| busan,LightGBM,smote,0.468977364244475,0.6345551645621824,0.9506557169116118 |
| incheon,LightGBM,smote,0.5845373158941275,0.7079881355705151,0.9115271851685506 |
| daegu,LightGBM,smote,0.45130042516888275,0.6228321490115053,0.9638063394632 |
| daejeon,LightGBM,smote,0.5294747877274647,0.6632804903422373,0.9322567599038517 |
| gwangju,LightGBM,smote,0.5204263336367001,0.658370785349228,0.9371142841696402 |
| seoul,LightGBM,ctgan20000,0.5278642102510234,0.6732186063208289,0.9409731059377364 |
| busan,LightGBM,ctgan20000,0.4608874696247123,0.6276000553143347,0.958718945197162 |
| incheon,LightGBM,ctgan20000,0.5536461635852592,0.6798438480715302,0.8955189385433041 |
| daegu,LightGBM,ctgan20000,0.4051438319036602,0.5791827944687878,0.965851153196763 |
| daejeon,LightGBM,ctgan20000,0.4682791445662134,0.6207261950649575,0.9317582403872545 |
| gwangju,LightGBM,ctgan20000,0.4817029529408228,0.6339890466307277,0.9420201528723874 |
| seoul,LightGBM,ctgan10000,0.5442974261785484,0.6853617099956927,0.9422277740349827 |
| busan,LightGBM,ctgan10000,0.4518917046571256,0.6185787696267423,0.9571202518485249 |
| incheon,LightGBM,ctgan10000,0.5472322273711279,0.6822157410012658,0.9102826018248206 |
| daegu,LightGBM,ctgan10000,0.42595146846779247,0.5975633254437179,0.9694990268732688 |
| daejeon,LightGBM,ctgan10000,0.48065206351943335,0.6295068759845875,0.9330893238848551 |
| gwangju,LightGBM,ctgan10000,0.48182318531993423,0.6331992271211336,0.9421339962239356 |
| seoul,LightGBM,ctgan7000,0.5395567725547653,0.6810123059399511,0.9410132370187391 |
| busan,LightGBM,ctgan7000,0.4584344058363401,0.6253420379252826,0.9581093894253563 |
| incheon,LightGBM,ctgan7000,0.5498019261194692,0.6849206337149152,0.911005065249395 |
| daegu,LightGBM,ctgan7000,0.39073560033282706,0.5690411701305705,0.9644477089935207 |
| daejeon,LightGBM,ctgan7000,0.4739750751092528,0.6246889480882462,0.9325196912609893 |
| gwangju,LightGBM,ctgan7000,0.48000404186608364,0.6311702463153694,0.9417549342515658 |
|
|
