Machine Learning Results

[O3] 2018 Summary ^{Simple ◀S D▶} _{2018년 1월 2월 3월 4월 5월 6월 7월 8월 9월 10월 11월 12월} ^{[PM2.5] [PM10] [NO2] [O3] [CO] [SO2]}

[O3] 2018 Daily Test R²

[O3] 2018 Daily RMSE

	Date	test R²	RMSE	LGBM Best Parameters / LGBM Model .pkl File
O3	2018.01.01	0.976655	0.000862	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.01.02	0.977277	0.000847	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.01.03	0.975519	0.000687	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.01.04	0.973174	0.000703	colsample_bytree 1.0, learning_rate 0.048935, n_estimators 1575, subsample 0.85 / .pkl
O3	2018.01.05	0.981153	0.000750	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.01.06	0.981003	0.000804	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.01.07	0.969765	0.000628	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.01.08	0.971869	0.000825	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.01.09	0.976300	0.000649	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.01.10	0.971247	0.000663	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.01.11	0.971919	0.000588	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.01.12	0.977765	0.000737	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.01.13	0.977430	0.000770	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.01.14	0.974954	0.000946	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.01.15	0.963272	0.001214	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.01.16	0.953891	0.001007	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.01.17	0.962578	0.001123	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.01.18	0.967315	0.001198	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.01.19	0.968883	0.000999	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.01.20	0.971959	0.001148	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.01.21	0.972798	0.001056	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.01.22	0.965048	0.001309	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.01.23	0.962374	0.000674	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.01.24	0.970010	0.000577	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.01.25	0.973037	0.000626	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.01.26	0.979571	0.000614	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.01.27	0.974874	0.000793	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.01.28	0.984387	0.000755	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.01.29	0.972665	0.000737	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.01.30	0.981357	0.000845	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.01.31	0.973042	0.000882	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.01	0.980496	0.000873	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.02.02	0.978090	0.000841	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.02.03	0.978269	0.000696	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.04	0.972646	0.000577	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.02.05	0.977592	0.000661	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.06	0.969495	0.000686	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.07	0.975271	0.000872	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.08	0.976383	0.000954	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.02.09	0.974589	0.001102	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.10	0.983539	0.000986	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.02.11	0.974915	0.000679	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.02.12	0.977249	0.000718	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.13	0.976881	0.000925	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.14	0.977314	0.001140	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.15	0.968248	0.000936	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.16	0.977829	0.001046	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.02.17	0.976621	0.000693	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.18	0.971351	0.000959	colsample_bytree 1.0, learning_rate 0.048935, n_estimators 1575, subsample 0.85 / .pkl
O3	2018.02.19	0.974867	0.001088	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.20	0.981267	0.001047	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.21	0.974630	0.000866	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.22	0.979105	0.001102	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.02.23	0.968839	0.001325	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.24	0.973165	0.001135	colsample_bytree 1.0, learning_rate 0.048935, n_estimators 1575, subsample 0.85 / .pkl
O3	2018.02.25	0.979985	0.001011	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.26	0.957937	0.001531	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.02.27	0.974724	0.001379	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.02.28	0.976898	0.001146	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.03.01	0.967223	0.000871	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.03.02	0.976062	0.001012	colsample_bytree 0.85, learning_rate 0.085705, n_estimators 1535, subsample 0.85 / .pkl
O3	2018.03.03	0.968596	0.001326	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.04	0.962446	0.001254	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.03.05	0.967300	0.000897	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.06	0.977128	0.000966	colsample_bytree 0.85, learning_rate 0.085705, n_estimators 1535, subsample 0.85 / .pkl
O3	2018.03.07	0.973141	0.000932	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.08	0.971328	0.000911	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.09	0.969526	0.001173	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.10	0.979344	0.001096	colsample_bytree 0.85, learning_rate 0.085705, n_estimators 1535, subsample 0.85 / .pkl
O3	2018.03.11	0.962967	0.001561	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.12	0.972205	0.001626	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.03.13	0.979188	0.001336	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.03.14	0.965420	0.001369	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.15	0.968822	0.001060	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.16	0.970280	0.000834	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.17	0.968743	0.001128	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.18	0.955737	0.001284	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.03.19	0.976315	0.001015	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.20	0.973417	0.000532	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.03.21	0.979616	0.000726	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.03.22	0.959367	0.001319	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.23	0.964151	0.001705	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.24	0.976003	0.001792	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.25	0.950631	0.001967	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.26	0.965257	0.002110	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.03.27	0.975308	0.001933	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.28	0.970944	0.001496	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.29	0.963028	0.001645	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.03.30	0.969554	0.001505	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.03.31	0.974201	0.001629	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.04.01	0.958803	0.001479	colsample_bytree 0.85, learning_rate 0.085705, n_estimators 1535, subsample 0.85 / .pkl
O3	2018.04.02	0.972651	0.001381	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.04.03	0.959622	0.001364	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.04.04	0.952164	0.001028	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.04.05	0.967871	0.000788	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.04.06	0.968387	0.000912	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.04.07	0.976073	0.000604	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.04.08	0.981065	0.001046	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.04.09	0.980084	0.001462	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.04.10	0.972931	0.001622	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.04.11	0.960147	0.001124	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.04.12	0.964416	0.001486	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.04.13	0.977087	0.001252	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.04.14	0.961655	0.001000	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.04.15	0.948754	0.000991	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.04.16	0.970719	0.001327	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.04.17	0.974198	0.001661	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.04.18	0.968388	0.001830	colsample_bytree 0.85, learning_rate 0.085705, n_estimators 1535, subsample 0.85 / .pkl
O3	2018.04.19	0.970582	0.002116	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.04.20	0.968189	0.002803	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.04.21	0.959787	0.002165	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.04.22	0.968888	0.001383	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.04.23	0.976000	0.000767	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.04.24	0.962559	0.000973	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.04.25	0.969336	0.001577	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.04.26	0.970393	0.002043	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.04.27	0.963581	0.001875	colsample_bytree 0.85, learning_rate 0.085705, n_estimators 1535, subsample 0.85 / .pkl
O3	2018.04.28	0.972464	0.001912	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.04.29	0.975878	0.002037	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.04.30	0.959299	0.002022	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.05.01	0.954445	0.001848	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.05.02	0.938734	0.001568	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.05.03	0.953277	0.001192	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.05.04	0.961630	0.001372	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.05.05	0.972706	0.001601	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.05.06	0.955909	0.001559	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.05.07	0.946885	0.001793	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.05.08	0.956105	0.001280	colsample_bytree 0.85, learning_rate 0.085705, n_estimators 1535, subsample 0.85 / .pkl
O3	2018.05.09	0.944588	0.001392	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.05.10	0.962983	0.001766	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.05.11	0.957394	0.001906	colsample_bytree 1.0, learning_rate 0.048935, n_estimators 1575, subsample 0.85 / .pkl
O3	2018.05.12	0.951225	0.001439	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.05.13	0.949967	0.001414	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.05.14	0.965815	0.002266	colsample_bytree 0.85, learning_rate 0.101274, n_estimators 1515, subsample 1.0 / .pkl
O3	2018.05.15	0.954971	0.002537	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.05.16	0.931903	0.001114	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.05.17	0.928163	0.001279	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.05.18	0.945668	0.001249	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.05.19	0.967729	0.001015	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.05.20	0.961159	0.001037	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.05.21	0.954776	0.001257	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.05.22	0.965309	0.001452	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.05.23	0.951366	0.001372	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.05.24	0.977447	0.001844	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.05.25	0.955726	0.002560	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.05.26	0.969531	0.002821	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.05.27	0.939662	0.002310	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.05.28	0.948951	0.002523	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.05.29	0.944069	0.002011	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.05.30	0.950787	0.001896	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.05.31	0.954894	0.001960	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.06.01	0.962695	0.002505	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.06.02	0.955669	0.002702	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.06.03	0.963095	0.002284	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.06.04	0.957201	0.002206	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.06.05	0.958287	0.002195	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.06.06	0.964459	0.002249	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.06.07	0.959456	0.002344	colsample_bytree 1.0, learning_rate 0.048935, n_estimators 1575, subsample 0.85 / .pkl
O3	2018.06.08	0.948740	0.002199	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.06.09	0.972406	0.001685	colsample_bytree 1.0, learning_rate 0.048935, n_estimators 1575, subsample 0.85 / .pkl
O3	2018.06.10	0.951709	0.000938	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.06.11	0.943586	0.001059	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.06.12	0.954869	0.001514	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.06.13	0.975371	0.001582	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.06.14	0.952232	0.001378	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.06.15	0.953621	0.001069	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.06.16	0.963012	0.001423	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.06.17	0.959008	0.002035	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.06.18	0.965835	0.002421	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.06.19	0.940537	0.002053	colsample_bytree 0.85, learning_rate 0.085705, n_estimators 1535, subsample 0.85 / .pkl
O3	2018.06.20	0.945447	0.001928	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.06.21	0.954331	0.001779	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.06.22	0.948365	0.002561	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.06.23	0.962346	0.002217	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.06.24	0.968911	0.002073	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.06.25	0.959418	0.002890	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.06.26	0.944243	0.001721	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.06.27	0.949232	0.001679	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.06.28	0.933380	0.001583	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.06.29	0.960009	0.001933	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.06.30	0.942922	0.001914	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.07.01	0.926900	0.001306	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.07.02	0.945580	0.001732	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.07.03	0.949627	0.001062	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.07.04	0.944606	0.001612	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.07.05	0.917835	0.001533	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.07.06	0.937849	0.000736	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.07.07	0.943187	0.001097	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.07.08	0.964502	0.000936	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.07.09	0.957909	0.000610	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.07.10	0.916054	0.001564	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.07.11	0.889903	0.001927	colsample_bytree 0.85, learning_rate 0.085705, n_estimators 1535, subsample 0.85 / .pkl
O3	2018.07.12	0.958397	0.001090	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.07.13	0.936550	0.001857	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.07.14	0.947635	0.002023	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.07.15	0.959701	0.002188	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.07.16	0.922916	0.003116	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.07.17	0.942611	0.002467	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.07.18	0.941569	0.002999	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.07.19	0.952665	0.002999	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.07.20	0.956017	0.003244	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.07.21	0.957703	0.003143	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.07.22	0.963989	0.002729	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.07.23	0.948762	0.002338	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.07.24	0.965841	0.002871	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.07.25	0.948954	0.002005	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.07.26	0.963411	0.002294	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.07.27	0.952403	0.002772	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.07.28	0.958671	0.002123	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.07.29	0.966535	0.001248	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.07.30	0.958411	0.001436	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.07.31	0.958818	0.002175	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.08.01	0.953037	0.002901	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.08.02	0.966912	0.002447	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.08.03	0.962146	0.002296	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.08.04	0.946166	0.001819	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.08.05	0.952417	0.001299	colsample_bytree 0.85, learning_rate 0.115707, n_estimators 1590, subsample 0.85 / .pkl
O3	2018.08.06	0.936268	0.002141	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.08.07	0.954854	0.002230	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.08.08	0.962994	0.001743	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.08.09	0.958159	0.001914	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.08.10	0.947371	0.002257	colsample_bytree 0.85, learning_rate 0.085705, n_estimators 1535, subsample 0.85 / .pkl
O3	2018.08.11	0.969504	0.001444	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.08.12	0.965044	0.001440	colsample_bytree 0.85, learning_rate 0.085705, n_estimators 1535, subsample 0.85 / .pkl
O3	2018.08.13	0.942428	0.002111	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.08.14	0.935357	0.002746	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.08.15	0.953454	0.002766	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.08.16	0.960012	0.001215	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.08.17	0.962007	0.000891	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.08.18	0.971486	0.001350	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.08.19	0.973268	0.002170	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.08.20	0.953980	0.002058	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.08.21	0.922109	0.001802	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.08.22	0.959774	0.001850	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.08.23	0.942044	0.000776	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.08.24	0.948819	0.001003	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.08.25	0.937071	0.001779	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.08.26	0.939303	0.001541	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.08.27	0.948789	0.001008	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.08.28	0.946656	0.001011	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.08.29	0.937745	0.000956	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.08.30	0.961067	0.001312	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.08.31	0.954249	0.001696	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.01	0.965550	0.001385	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.02	0.967739	0.001074	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.09.03	0.942700	0.001116	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.04	0.947551	0.001802	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.09.05	0.962179	0.001620	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.06	0.959014	0.002083	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.09.07	0.935629	0.001881	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.08	0.962727	0.001537	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.09.09	0.971588	0.001369	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.09.10	0.954254	0.001149	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.09.11	0.964706	0.001045	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.12	0.958139	0.001379	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.13	0.939576	0.001362	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.09.14	0.945751	0.001150	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.09.15	0.941386	0.001236	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.16	0.963048	0.001666	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.09.17	0.941069	0.001862	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.09.18	0.957273	0.002311	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.19	0.944579	0.001967	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.09.20	0.931714	0.001459	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.09.21	0.928909	0.001328	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.22	0.965367	0.001787	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.23	0.969678	0.001825	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.24	0.954211	0.001378	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.09.25	0.974365	0.001135	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.26	0.962964	0.000950	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.27	0.965339	0.001134	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.09.28	0.966707	0.001010	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.29	0.972049	0.001199	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.09.30	0.973337	0.001227	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.01	0.949885	0.000959	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.02	0.972944	0.001287	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.03	0.973835	0.001730	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.10.04	0.972051	0.001342	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.10.05	0.965097	0.000926	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.06	0.959884	0.001072	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.07	0.960501	0.001571	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.10.08	0.967002	0.001318	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.09	0.961871	0.001179	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.10	0.935570	0.001399	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.10.11	0.976566	0.000840	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.10.12	0.971807	0.001093	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.13	0.978890	0.001212	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.10.14	0.979496	0.001401	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.15	0.971354	0.002077	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.10.16	0.960173	0.001559	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.10.17	0.972615	0.001392	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.10.18	0.970969	0.001156	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.10.19	0.973084	0.001060	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.20	0.959859	0.001568	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.10.21	0.980211	0.001354	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.22	0.965664	0.001601	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.10.23	0.963872	0.001553	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.10.24	0.967392	0.001449	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.25	0.975460	0.001375	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.26	0.958035	0.001275	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.27	0.960255	0.000873	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.10.28	0.972027	0.001220	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.29	0.964152	0.001149	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.10.30	0.970246	0.000884	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.10.31	0.970622	0.001005	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.11.01	0.972718	0.001071	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.11.02	0.970731	0.001257	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.11.03	0.970735	0.001545	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.11.04	0.965080	0.001878	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.11.05	0.965679	0.001775	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.11.06	0.970211	0.001525	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.11.07	0.966410	0.001203	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.11.08	0.958903	0.001120	colsample_bytree 1.0, learning_rate 0.046810, n_estimators 1540, subsample 0.7 / .pkl
O3	2018.11.09	0.958674	0.001114	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.11.10	0.973125	0.001389	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.11.11	0.963723	0.001338	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.11.12	0.971736	0.001075	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.11.13	0.973703	0.001053	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.11.14	0.973829	0.001097	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.11.15	0.964528	0.001135	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.11.16	0.956843	0.001230	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.11.17	0.968896	0.001034	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.11.18	0.968094	0.000923	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.11.19	0.978167	0.000983	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.11.20	0.965641	0.001209	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.11.21	0.945010	0.001297	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.11.22	0.969269	0.000942	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.11.23	0.965714	0.001064	colsample_bytree 1.0, learning_rate 0.048935, n_estimators 1575, subsample 0.85 / .pkl
O3	2018.11.24	0.962003	0.000966	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.11.25	0.969717	0.001137	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.11.26	0.967896	0.001048	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.11.27	0.973623	0.001203	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.11.28	0.961903	0.001111	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.11.29	0.954050	0.000854	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.11.30	0.972048	0.000983	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.12.01	0.976068	0.000930	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.12.02	0.976384	0.000984	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.12.03	0.964342	0.000915	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.12.04	0.960325	0.001025	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.12.05	0.974248	0.000830	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.12.06	0.967775	0.000816	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.12.07	0.965463	0.000575	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.12.08	0.955938	0.000658	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.12.09	0.973568	0.000713	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.12.10	0.973030	0.000727	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.12.11	0.969366	0.000655	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.12.12	0.975020	0.000887	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.12.13	0.978757	0.000811	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.12.14	0.978269	0.000780	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.12.15	0.969818	0.000695	colsample_bytree 0.7, learning_rate 0.077591, n_estimators 1500, subsample 0.85 / .pkl
O3	2018.12.16	0.966006	0.000674	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.12.17	0.973625	0.001037	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.12.18	0.968480	0.001033	colsample_bytree 1.0, learning_rate 0.046810, n_estimators 1540, subsample 0.7 / .pkl
O3	2018.12.19	0.975559	0.001144	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.12.20	0.955542	0.001069	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.12.21	0.956312	0.000915	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.12.22	0.971154	0.001173	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.12.23	0.975458	0.000891	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.12.24	0.979835	0.000782	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.12.25	0.970970	0.000758	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.12.26	0.978432	0.000741	colsample_bytree 0.85, learning_rate 0.085705, n_estimators 1535, subsample 0.85 / .pkl
O3	2018.12.27	0.969349	0.000564	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.12.28	0.980005	0.000611	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
O3	2018.12.29	0.979431	0.000641	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.12.30	0.979150	0.000746	colsample_bytree 0.7, learning_rate 0.038268, n_estimators 1525, subsample 0.7 / .pkl
O3	2018.12.31	0.974594	0.000742	colsample_bytree 0.7, learning_rate 0.044938, n_estimators 1530, subsample 0.7 / .pkl
	일평균	0.962882	0.001390	10 / .pkl

시간별 모형

[O3] 2018 Daily Test R2

[O3] 2018 Daily RMSE

[O3] 2018 Daily Test R²