[머신러닝] 도봉, 노원, 은평, 서대문, 마포, 양원, 강서, 구로

노원구

xgboost best param : {'gamma': 0.2664246100759918, 'max_depth': 2, 'n_estimators': 136}

xgboost best accuracy : 0.1068985156132553

mae : 1.0751979221840957

 

 

은평구

xgboost best param : {'gamma': 0.48920217028523183, 'max_depth': 3, 'n_estimators': 111}

xgboost best accuracy : 0.4603476218996992

mae : 0.7917622902169565

 

서대문구

xgboost best param : {'gamma': 0.4818286277034806, 'max_depth': 2, 'n_estimators': 120}

xgboost best accuracy : 0.015507581706657869

mae : 0.851130029723797

 

 

 

마포구

xgboost best param : {'gamma': 0.4182840932172644, 'max_depth': 2, 'n_estimators': 111}

xgboost best accuracy : 0.217956519854412

mae : 1.278576480565512

 

양천구

xgboost best param : {'gamma': 0.44591943610902207, 'max_depth': 6, 'n_estimators': 142}

xgboost best accuracy : 0.25535847037690085

mae : 1.056627285011337

 

 

구로구

xgboost best param : {'gamma': 0.3962447919864682, 'max_depth': 4, 'n_estimators': 128}

xgboost best accuracy : 0.14408314594960786

mae : 0.9189578422568164