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03chrisk commited on Sep 27, 2024

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5d16f3a

1 Parent(s): ed5dbb6

working on model development (xgboost and decision tree)

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data/processed/v3_lagged_no_missing_predicted_data.csv +0 -0
data/processed/x_test.csv +0 -0
data/processed/x_train.csv +0 -0
data/processed/x_val.csv +0 -0
data/processed/y_test.csv +1052 -550
data/processed/y_train.csv +0 -0
data/processed/y_val.csv +0 -551
notebooks/n3_model_selection_training.ipynb +0 -0

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data/processed/x_test.csv CHANGED Viewed

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data/processed/x_train.csv CHANGED Viewed

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data/processed/x_val.csv DELETED Viewed

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data/processed/y_test.csv CHANGED Viewed

@@ -1,551 +1,1053 @@
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-29/05/2022,4.0,29.0,6.0,31.0,3.0,35.0
-22/02/2018,8.0,23.0,4.0,24.0,3.0,28.0
-19/09/2016,12.0,25.0,14.0,28.0,23.0,4.0
-26/08/2022,2.0,27.0,1.0,30.0,3.0,31.0
-27/12/2021,11.0,7.0,4.0,22.0,8.0,14.0
-26/05/2016,6.0,37.0,4.0,35.0,4.0,33.0
-08/03/2018,11.0,22.0,10.0,17.0,11.0,15.0
-05/12/2023,15.0,,14.0,,11.0,
-20/02/2019,16.0,8.0,18.0,6.0,10.0,10.0
-08/07/2023,7.0,45.0,4.0,37.0,4.0,40.0
-31/07/2016,5.0,27.0,6.0,15.0,3.0,16.0
-29/08/2023,5.0,25.0,4.0,31.0,7.0,14.0
-26/03/2015,8.0,25.0,15.0,24.0,4.0,28.0
-05/08/2024,4.0,47.0,3.0,34.0,3.0,40.0
-30/08/2023,4.0,31.0,7.0,14.0,5.0,25.0
-03/09/2022,9.0,39.0,10.0,43.0,6.0,37.0
-20/07/2022,4.0,29.0,1.0,29.0,2.0,40.0
-08/11/2023,5.0,,6.0,,6.0,
-02/09/2020,12.0,17.0,5.0,22.0,4.0,21.0
-06/06/2024,6.0,32.0,3.0,29.0,2.0,30.0
-24/03/2022,6.0,40.0,4.0,45.0,1.0,33.0
-17/10/2023,4.0,,6.0,,6.0,
-01/09/2020,7.0,32.0,12.0,17.0,5.0,22.0
-14/06/2023,3.0,48.0,3.0,50.0,5.0,63.0
-27/04/2024,2.0,35.0,6.0,36.0,5.0,41.0
-09/08/2014,6.0,21.0,9.0,15.0,7.0,15.0
-29/09/2020,10.0,9.0,7.0,14.0,7.0,17.0
-18/10/2019,6.0,20.0,10.0,9.0,8.0,13.0
-08/08/2024,2.0,32.0,3.0,32.0,3.0,38.0
-23/02/2017,10.0,31.0,12.0,24.0,6.0,22.0
-03/01/2017,5.0,27.0,4.0,25.0,,
-08/11/2015,8.0,22.0,8.0,22.0,11.0,18.0
-18/05/2019,3.0,30.0,7.0,28.0,5.0,33.0
-07/07/2024,4.0,30.0,4.0,43.0,4.0,28.0
-07/02/2017,10.0,7.0,10.0,11.0,12.0,8.0
-14/01/2023,2.0,29.0,6.0,29.0,13.0,26.0
-08/12/2020,14.0,3.0,14.0,2.0,12.0,4.0
-29/03/2024,4.0,31.0,4.0,29.0,4.0,31.0
-13/10/2016,7.0,8.0,10.0,9.0,8.0,20.0
-21/03/2019,13.0,18.0,7.0,28.0,6.0,30.0
-30/06/2020,5.0,24.0,5.0,25.0,7.0,26.0
-12/05/2024,3.0,40.0,5.0,48.0,5.0,25.0
-24/11/2014,22.0,9.0,14.0,7.0,14.0,
-06/09/2023,8.0,64.0,8.0,65.0,8.0,71.0
-10/07/2018,3.0,33.0,4.0,32.0,3.0,33.0
-05/09/2018,8.0,25.0,7.0,23.0,6.0,22.0
-17/12/2018,12.0,15.0,12.0,13.0,10.0,16.0
-11/09/2019,6.0,18.0,3.0,24.0,5.0,27.0
-25/09/2021,10.0,31.0,6.0,25.0,7.0,26.0
-11/04/2014,8.0,28.0,6.0,29.0,4.0,30.0
-12/12/2021,7.0,16.0,12.0,14.0,10.0,9.0
-22/05/2017,10.0,29.0,8.0,28.0,3.0,30.0
-27/01/2018,7.0,19.0,6.0,23.0,18.0,17.0
-26/08/2021,2.0,24.0,1.0,25.0,1.0,24.0
-25/10/2023,8.0,,10.0,,5.0,
-24/08/2018,4.0,21.0,5.0,28.0,5.0,22.0
-18/02/2024,8.0,25.0,7.0,25.0,4.0,24.0
-30/04/2019,5.0,35.0,11.0,28.0,3.0,35.0
-24/06/2023,4.0,70.0,3.0,37.0,4.0,32.0
-28/05/2019,5.0,36.0,4.0,23.0,5.0,24.0
-08/01/2022,5.0,27.0,19.0,5.0,15.0,6.0
-12/04/2018,15.0,18.0,10.0,29.0,6.0,29.0
-31/10/2021,4.0,22.0,5.0,21.0,9.0,17.0
-13/03/2018,12.0,25.0,11.0,17.0,8.0,15.0
-03/08/2023,2.0,26.0,4.0,24.0,2.0,28.0
-03/04/2019,11.0,23.0,9.0,36.0,6.0,22.0
-25/11/2023,9.0,,7.0,,6.0,
-18/04/2019,6.0,46.0,5.0,60.0,5.0,61.0
-06/01/2015,18.0,11.0,12.0,16.0,8.0,22.0
-30/04/2015,5.0,33.0,4.0,35.0,5.0,27.0
-19/11/2022,12.0,2.0,10.0,13.0,5.0,17.0
-18/06/2024,1.0,34.0,2.0,34.0,3.0,26.0
-16/06/2017,5.0,26.0,4.0,30.0,12.0,13.0
-27/02/2023,6.0,29.0,9.0,28.0,4.0,21.0
-28/02/2017,9.0,25.0,9.0,28.0,17.0,17.0
-14/07/2014,5.0,26.0,8.0,20.0,8.0,38.0
-21/07/2018,4.0,46.0,7.0,40.0,7.0,62.0
-08/06/2018,2.0,39.0,1.0,38.0,3.0,32.0
-05/03/2024,10.0,20.0,5.0,23.0,3.0,30.0
-27/10/2019,13.0,18.0,14.0,20.0,12.0,13.0
-11/05/2022,5.0,32.0,4.0,35.0,3.0,42.0
-18/01/2016,28.0,1.0,29.0,4.0,25.0,2.0
-09/07/2014,4.0,24.0,5.0,40.0,9.0,33.0
-23/10/2020,3.0,19.0,3.0,24.0,6.0,19.0
-13/12/2023,7.0,,14.0,,6.0,
-22/03/2018,10.0,26.0,7.0,27.0,9.0,26.0
-16/10/2022,7.0,11.0,8.0,22.0,7.0,22.0
-18/04/2016,7.0,30.0,6.0,31.0,7.0,31.0
-01/06/2019,4.0,44.0,6.0,29.0,7.0,39.0
-17/09/2018,9.0,30.0,7.0,26.0,9.0,25.0
-27/12/2014,10.0,19.0,,,13.0,15.0
-19/03/2023,8.0,23.0,5.0,23.0,5.0,24.0
-18/02/2023,3.0,26.0,6.0,23.0,8.0,16.0
-06/08/2018,8.0,72.0,4.0,40.0,10.0,27.0
-02/01/2016,6.0,20.0,14.0,20.0,12.0,13.0
-30/06/2018,2.0,38.0,3.0,44.0,4.0,40.0
-19/03/2024,10.0,30.0,7.0,27.0,7.0,24.0
-02/05/2021,6.0,36.0,3.0,33.0,3.0,30.0
-13/07/2021,2.0,32.0,1.0,29.0,1.0,22.0
-18/06/2017,12.0,13.0,,,12.0,17.0
-18/10/2018,9.0,21.0,14.0,21.0,12.0,23.0
-09/11/2015,8.0,22.0,11.0,18.0,21.0,16.0
-26/06/2016,6.0,23.0,9.0,33.0,5.0,26.0
-23/03/2020,8.0,27.0,8.0,34.0,5.0,36.0
-17/02/2021,6.0,21.0,8.0,20.0,5.0,21.0
-25/08/2022,2.0,31.0,2.0,27.0,1.0,30.0
-06/02/2015,13.0,25.0,3.0,29.0,11.0,20.0
-04/01/2019,5.0,25.0,7.0,22.0,16.0,14.0
-23/10/2022,3.0,28.0,6.0,21.0,7.0,17.0
-05/09/2016,12.0,15.0,15.0,40.0,14.0,30.0
-14/03/2014,6.0,29.0,7.0,25.0,10.0,20.0
-22/03/2022,13.0,39.0,10.0,44.0,6.0,40.0
-11/01/2023,3.0,31.0,3.0,29.0,4.0,28.0
-11/01/2022,14.0,12.0,17.0,5.0,18.0,10.0
-30/01/2017,9.0,20.0,16.0,7.0,13.0,7.0
-26/02/2016,9.0,26.0,6.0,27.0,12.0,25.0
-04/09/2015,5.0,24.0,4.0,24.0,5.0,22.0
-24/03/2020,8.0,34.0,5.0,36.0,4.0,33.0
-17/11/2020,7.0,16.0,5.0,22.0,12.0,20.0
-27/07/2014,3.0,29.0,5.0,33.0,3.0,34.0
-09/12/2021,13.0,12.0,10.0,16.0,15.0,10.0
-14/04/2016,11.0,28.0,5.0,33.0,4.0,31.0
-06/01/2016,12.0,24.0,15.0,24.0,11.0,16.0
-21/05/2015,11.0,30.0,6.0,34.0,3.0,36.0
-30/12/2015,,,10.0,11.0,6.0,20.0
-10/04/2020,6.0,35.0,14.0,41.0,5.0,33.0
-30/10/2023,7.0,,7.0,,1.0,
-16/01/2021,8.0,20.0,10.0,14.0,5.0,20.0
-31/08/2022,3.0,39.0,4.0,42.0,5.0,49.0
-05/03/2016,13.0,27.0,12.0,25.0,16.0,20.0
-24/02/2019,23.0,13.0,25.0,11.0,26.0,11.0
-22/11/2014,13.0,6.0,19.0,22.0,22.0,9.0
-26/05/2021,4.0,26.0,3.0,31.0,2.0,35.0
-01/07/2020,5.0,25.0,7.0,26.0,3.0,20.0
-14/03/2019,8.0,26.0,4.0,32.0,3.0,31.0
-16/04/2017,2.0,35.0,6.0,32.0,6.0,33.0
-16/11/2015,7.0,26.0,7.0,25.0,9.0,25.0
-12/09/2014,6.0,32.0,4.0,31.0,3.0,25.0
-23/04/2021,2.0,34.0,1.0,33.0,3.0,35.0
-11/10/2019,6.0,23.0,5.0,22.0,11.0,18.0
-23/05/2017,8.0,28.0,3.0,30.0,4.0,36.0
-12/01/2022,17.0,5.0,18.0,10.0,14.0,6.0
-29/10/2020,4.0,19.0,4.0,24.0,3.0,19.0
-18/10/2020,10.0,13.0,9.0,13.0,4.0,24.0
-23/05/2020,3.0,22.0,5.0,28.0,8.0,39.0
-13/04/2023,6.0,38.0,2.0,36.0,1.0,26.0
-17/04/2015,4.0,32.0,4.0,34.0,7.0,33.0
-10/08/2015,8.0,23.0,4.0,28.0,4.0,57.0
-29/12/2021,8.0,14.0,4.0,19.0,4.0,16.0
-19/01/2016,29.0,4.0,25.0,2.0,21.0,3.0
-26/03/2018,11.0,22.0,13.0,19.0,10.0,30.0
-22/12/2016,16.0,17.0,7.0,23.0,3.0,25.0
-21/01/2022,6.0,21.0,7.0,16.0,6.0,16.0
-02/03/2015,13.0,18.0,10.0,27.0,17.0,21.0
-30/07/2015,5.0,33.0,5.0,46.0,10.0,60.0
-11/07/2021,11.0,33.0,3.0,32.0,2.0,32.0
-14/09/2015,7.0,20.0,11.0,21.0,8.0,22.0
-25/10/2016,16.0,3.0,15.0,10.0,11.0,11.0
-31/01/2021,9.0,11.0,12.0,19.0,11.0,19.0
-10/04/2019,5.0,33.0,5.0,31.0,5.0,34.0
-12/07/2022,6.0,42.0,2.0,27.0,3.0,29.0
-09/11/2018,6.0,16.0,5.0,19.0,15.0,9.0
-29/01/2021,3.0,20.0,5.0,14.0,9.0,11.0
-19/09/2014,13.0,19.0,11.0,31.0,2.0,32.0
-30/01/2024,6.0,,8.0,,7.0,
-05/09/2014,15.0,24.0,13.0,29.0,5.0,36.0
-05/03/2019,6.0,19.0,4.0,29.0,6.0,29.0
-07/03/2023,8.0,23.0,6.0,23.0,5.0,31.0
-02/03/2019,3.0,24.0,4.0,31.0,6.0,29.0
-28/05/2018,6.0,50.0,8.0,39.0,8.0,38.0
-14/05/2015,2.0,35.0,7.0,31.0,5.0,33.0
-02/08/2018,5.0,62.0,3.0,37.0,1.0,30.0
-16/11/2019,11.0,8.0,8.0,23.0,12.0,23.0
-19/04/2024,1.0,35.0,1.0,34.0,3.0,38.0
-20/07/2018,3.0,49.0,4.0,46.0,7.0,40.0
-28/02/2019,6.0,25.0,7.0,29.0,3.0,24.0
-12/06/2020,5.0,42.0,5.0,29.0,11.0,34.0
-02/08/2022,3.0,31.0,5.0,28.0,1.0,27.0
-15/08/2014,13.0,16.0,10.0,16.0,8.0,15.0
-17/03/2020,8.0,22.0,5.0,19.0,3.0,25.0
-14/06/2016,10.0,18.0,7.0,25.0,7.0,25.0
-26/10/2020,6.0,18.0,6.0,19.0,8.0,18.0
-05/01/2023,5.0,24.0,3.0,22.0,2.0,26.0
-01/01/2024,3.0,,3.0,,7.0,
-10/06/2021,6.0,22.0,4.0,27.0,2.0,39.0
-21/01/2018,12.0,20.0,14.0,16.0,6.0,22.0
-29/09/2015,7.0,23.0,10.0,24.0,13.0,20.0
-02/01/2017,13.0,18.0,5.0,27.0,4.0,25.0
-29/08/2024,3.0,34.0,1.0,31.0,2.0,44.0
-27/11/2019,7.0,18.0,14.0,22.0,21.0,14.0
-09/11/2022,8.0,16.0,10.0,13.0,13.0,11.0
-24/10/2016,10.0,3.0,16.0,3.0,15.0,10.0
-27/12/2018,17.0,,12.0,20.0,9.0,24.0
-25/11/2019,10.0,13.0,7.0,18.0,7.0,18.0
-02/08/2023,2.0,28.0,2.0,26.0,4.0,24.0
-09/05/2016,10.0,38.0,9.0,51.0,5.0,61.0
-13/02/2024,4.0,26.0,6.0,19.0,8.0,15.0
-10/05/2014,4.0,28.0,7.0,28.0,8.0,33.0
-18/04/2020,4.0,37.0,4.0,36.0,5.0,36.0
-12/06/2023,2.0,59.0,2.0,47.0,3.0,48.0
-22/12/2019,10.0,17.0,7.0,22.0,6.0,21.0
-16/06/2022,6.0,70.0,4.0,44.0,,28.0
-03/02/2016,12.0,15.0,16.0,9.0,6.0,21.0
-10/08/2016,10.0,13.0,5.0,14.0,5.0,20.0
-31/08/2018,8.0,30.0,5.0,34.0,5.0,27.0
-22/04/2022,2.0,37.0,1.0,36.0,4.0,25.0
-11/03/2016,9.0,24.0,4.0,27.0,6.0,26.0
-26/04/2019,4.0,28.0,4.0,25.0,5.0,37.0
-15/02/2015,20.0,3.0,18.0,18.0,26.0,10.0
-14/01/2015,6.0,26.0,2.0,27.0,14.0,15.0
-19/09/2023,3.0,26.0,5.0,24.0,4.0,24.0
-23/03/2018,7.0,27.0,9.0,26.0,15.0,23.0
-15/08/2020,6.0,51.0,7.0,33.0,6.0,27.0
-19/02/2021,5.0,21.0,6.0,23.0,10.0,18.0
-26/01/2019,3.0,21.0,6.0,18.0,13.0,18.0
-30/03/2021,19.0,38.0,10.0,30.0,3.0,32.0
-25/12/2023,4.0,,8.0,,2.0,
-07/03/2017,14.0,16.0,13.0,29.0,16.0,25.0
-12/11/2018,10.0,15.0,17.0,10.0,18.0,5.0
-15/09/2023,6.0,38.0,4.0,33.0,4.0,26.0
-06/11/2015,6.0,18.0,9.0,14.0,8.0,22.0
-06/06/2018,7.0,63.0,7.0,39.0,2.0,39.0
-30/12/2016,18.0,1.0,12.0,6.0,13.0,20.0
-03/03/2022,8.0,23.0,6.0,18.0,3.0,29.0
-05/08/2022,3.0,32.0,2.0,35.0,2.0,31.0
-12/07/2015,5.0,17.0,4.0,28.0,8.0,21.0
-07/08/2019,3.0,29.0,7.0,20.0,1.0,27.0
-01/07/2023,1.0,35.0,2.0,29.0,2.0,31.0
-27/09/2015,10.0,17.0,9.0,23.0,7.0,23.0
-11/04/2016,7.0,31.0,11.0,29.0,17.0,33.0
-28/03/2020,2.0,31.0,,,8.0,31.0
-21/11/2022,5.0,17.0,6.0,19.0,7.0,21.0
-01/11/2016,12.0,18.0,20.0,8.0,17.0,6.0
-03/05/2020,5.0,33.0,4.0,35.0,4.0,37.0
-08/02/2020,2.0,29.0,2.0,28.0,4.0,27.0
-29/10/2014,15.0,1.0,17.0,2.0,16.0,10.0
-04/11/2022,7.0,14.0,3.0,19.0,4.0,20.0
-20/04/2017,11.0,23.0,3.0,32.0,4.0,30.0
-16/08/2020,7.0,33.0,6.0,27.0,8.0,34.0
-19/05/2018,7.0,43.0,4.0,46.0,7.0,41.0
-01/05/2022,4.0,39.0,3.0,33.0,4.0,33.0
-18/01/2021,5.0,20.0,5.0,22.0,4.0,26.0
-01/03/2016,8.0,25.0,14.0,26.0,20.0,13.0
-23/11/2016,7.0,17.0,12.0,11.0,15.0,2.0
-27/10/2014,13.0,4.0,12.0,9.0,15.0,1.0
-01/08/2019,3.0,31.0,1.0,28.0,4.0,39.0
-14/09/2021,7.0,29.0,3.0,35.0,11.0,26.0
-13/12/2020,6.0,18.0,12.0,7.0,13.0,8.0
-19/12/2014,6.0,26.0,8.0,25.0,6.0,24.0
-30/01/2023,8.0,24.0,6.0,25.0,4.0,24.0
-13/06/2016,7.0,18.0,10.0,18.0,7.0,25.0
-29/06/2022,5.0,29.0,3.0,27.0,3.0,37.0
-15/12/2023,6.0,,5.0,,8.0,
-20/03/2022,10.0,32.0,15.0,35.0,13.0,39.0
-29/04/2019,4.0,38.0,5.0,35.0,11.0,28.0
-14/10/2020,4.0,18.0,7.0,20.0,11.0,14.0
-27/04/2021,5.0,36.0,3.0,35.0,6.0,31.0
-05/05/2016,7.0,44.0,11.0,60.0,4.0,56.0
-03/10/2018,12.0,15.0,16.0,17.0,15.0,22.0
-13/11/2018,17.0,10.0,18.0,5.0,16.0,1.0
-03/12/2014,11.0,3.0,15.0,,21.0,17.0
-14/05/2016,3.0,34.0,4.0,33.0,9.0,38.0
-24/01/2016,14.0,8.0,10.0,20.0,5.0,23.0
-04/06/2022,3.0,28.0,3.0,28.0,3.0,34.0
-30/07/2016,3.0,26.0,5.0,27.0,6.0,15.0
-27/02/2016,6.0,27.0,12.0,25.0,32.0,1.0
-25/06/2024,3.0,52.0,6.0,61.0,2.0,32.0
-27/05/2020,2.0,30.0,4.0,36.0,3.0,42.0
-10/03/2021,3.0,26.0,5.0,26.0,3.0,28.0
-17/02/2022,4.0,30.0,3.0,28.0,2.0,34.0
-26/08/2020,8.0,23.0,6.0,18.0,6.0,23.0
-06/07/2021,4.0,22.0,9.0,27.0,4.0,29.0
-05/01/2019,7.0,22.0,16.0,14.0,3.0,28.0
-25/08/2023,3.0,23.0,4.0,28.0,4.0,31.0
-20/10/2023,3.0,,3.0,,8.0,
-23/01/2022,6.0,16.0,8.0,10.0,12.0,10.0
-25/01/2023,9.0,29.0,2.0,25.0,4.0,27.0
-27/12/2020,9.0,17.0,9.0,14.0,7.0,18.0
-20/12/2014,8.0,25.0,6.0,24.0,6.0,24.0
-02/09/2014,,,7.0,29.0,9.0,33.0
-01/01/2016,10.0,11.0,6.0,20.0,14.0,20.0
-16/02/2018,22.0,16.0,19.0,12.0,19.0,7.0
-22/03/2016,5.0,32.0,12.0,21.0,7.0,26.0
-14/02/2023,19.0,9.0,12.0,19.0,4.0,22.0
-10/03/2019,4.0,31.0,9.0,30.0,5.0,28.0
-12/06/2016,5.0,29.0,7.0,18.0,10.0,18.0
-17/12/2023,8.0,,7.0,,4.0,
-01/03/2021,13.0,13.0,19.0,7.0,8.0,33.0
-31/10/2018,15.0,8.0,12.0,23.0,19.0,10.0
-30/05/2018,8.0,38.0,9.0,36.0,6.0,23.0
-01/04/2015,4.0,26.0,9.0,23.0,5.0,29.0
-08/05/2019,7.0,28.0,5.0,36.0,3.0,39.0
-25/07/2014,6.0,29.0,5.0,40.0,3.0,29.0
-21/11/2014,15.0,2.0,13.0,6.0,19.0,22.0
-05/06/2015,5.0,34.0,4.0,30.0,2.0,30.0
-31/03/2017,11.0,24.0,8.0,31.0,6.0,30.0
-26/07/2022,2.0,29.0,2.0,34.0,2.0,41.0
-25/09/2023,11.0,25.0,10.0,28.0,6.0,23.0
-28/03/2019,15.0,25.0,13.0,27.0,4.0,34.0
-30/09/2015,10.0,24.0,13.0,20.0,15.0,8.0
-15/03/2015,13.0,18.0,23.0,24.0,16.0,24.0
-03/02/2023,8.0,22.0,4.0,31.0,10.0,22.0
-14/11/2023,4.0,,9.0,,15.0,
-04/08/2015,7.0,47.0,10.0,37.0,9.0,40.0
-16/03/2015,23.0,24.0,16.0,24.0,7.0,26.0
-30/09/2014,13.0,23.0,17.0,13.0,12.0,11.0
-10/10/2019,6.0,17.0,6.0,23.0,5.0,22.0

 date,no2,o3,no2 + day 1,o3 + day 1,no2 + day 2,o3 + day 2
+22/06/2021,2.0,29.0,2.0,28.0,2.0,27.0
+23/06/2021,3.0,34.0,2.0,29.0,2.0,28.0
+24/06/2021,8.0,19.0,3.0,34.0,2.0,29.0
+25/06/2021,4.0,44.0,8.0,19.0,3.0,34.0
+26/06/2021,2.0,39.0,4.0,44.0,8.0,19.0
+27/06/2021,5.0,28.0,2.0,39.0,4.0,44.0
+28/06/2021,4.0,20.0,5.0,28.0,2.0,39.0
+29/06/2021,3.0,22.0,4.0,20.0,5.0,28.0
+30/06/2021,3.0,25.0,3.0,22.0,4.0,20.0
+01/07/2021,5.0,28.0,3.0,25.0,3.0,22.0
+02/07/2021,5.0,37.0,5.0,28.0,3.0,25.0
+03/07/2021,4.0,19.0,5.0,37.0,5.0,28.0
+04/07/2021,4.0,20.0,4.0,19.0,5.0,37.0
+05/07/2021,3.0,24.0,4.0,20.0,4.0,19.0
+06/07/2021,4.0,22.0,3.0,24.0,4.0,20.0
+07/07/2021,9.0,27.0,4.0,22.0,3.0,24.0
+08/07/2021,4.0,29.0,9.0,27.0,4.0,22.0
+09/07/2021,4.0,32.0,4.0,29.0,9.0,27.0
+10/07/2021,10.0,32.0,4.0,32.0,4.0,29.0
+11/07/2021,11.0,33.0,10.0,32.0,4.0,32.0
+12/07/2021,3.0,32.0,11.0,33.0,10.0,32.0
+13/07/2021,2.0,32.0,3.0,32.0,11.0,33.0
+14/07/2021,1.0,29.0,2.0,32.0,3.0,32.0
+15/07/2021,1.0,22.0,1.0,29.0,2.0,32.0
+16/07/2021,1.0,24.0,1.0,22.0,1.0,29.0
+17/07/2021,4.0,25.0,1.0,24.0,1.0,22.0
+18/07/2021,2.0,27.0,4.0,25.0,1.0,24.0
+19/07/2021,3.0,32.0,2.0,27.0,4.0,25.0
+20/07/2021,4.0,44.0,3.0,32.0,2.0,27.0
+21/07/2021,2.0,32.0,4.0,44.0,3.0,32.0
+22/07/2021,3.0,24.0,2.0,32.0,4.0,44.0
+23/07/2021,5.0,24.0,3.0,24.0,2.0,32.0
+24/07/2021,4.0,33.0,5.0,24.0,3.0,24.0
+25/07/2021,5.0,29.0,4.0,33.0,5.0,24.0
+26/07/2021,4.0,28.0,5.0,29.0,4.0,33.0
+27/07/2021,3.0,23.0,4.0,28.0,5.0,29.0
+28/07/2021,2.0,24.0,3.0,23.0,4.0,28.0
+29/07/2021,5.0,23.0,2.0,24.0,3.0,23.0
+30/07/2021,2.0,30.0,5.0,23.0,2.0,24.0
+31/07/2021,3.0,26.0,2.0,30.0,5.0,23.0
+01/08/2021,2.0,28.0,3.0,26.0,2.0,30.0
+02/08/2021,4.0,25.0,2.0,28.0,3.0,26.0
+03/08/2021,4.0,33.0,4.0,25.0,2.0,28.0
+04/08/2021,5.0,43.0,4.0,33.0,4.0,25.0
+05/08/2021,2.0,23.0,5.0,43.0,4.0,33.0
+06/08/2021,2.0,22.0,2.0,23.0,5.0,43.0
+07/08/2021,1.0,21.0,2.0,22.0,2.0,23.0
+08/08/2021,3.0,19.0,1.0,21.0,2.0,22.0
+09/08/2021,4.0,23.0,3.0,19.0,1.0,21.0
+10/08/2021,7.0,33.0,4.0,23.0,3.0,19.0
+11/08/2021,6.0,34.0,7.0,33.0,4.0,23.0
+12/08/2021,6.0,23.0,6.0,34.0,7.0,33.0
+13/08/2021,4.0,23.0,6.0,23.0,6.0,34.0
+14/08/2021,6.0,28.0,4.0,23.0,6.0,23.0
+15/08/2021,2.0,26.0,6.0,28.0,4.0,23.0
+16/08/2021,4.0,20.0,2.0,26.0,6.0,28.0
+17/08/2021,4.0,20.0,4.0,20.0,2.0,26.0
+18/08/2021,6.0,23.0,4.0,20.0,4.0,20.0
+19/08/2021,4.0,21.0,6.0,23.0,4.0,20.0
+20/08/2021,6.0,29.0,4.0,21.0,6.0,23.0
+21/08/2021,3.0,22.0,6.0,29.0,4.0,21.0
+22/08/2021,2.0,29.0,3.0,22.0,6.0,29.0
+23/08/2021,2.0,30.0,2.0,29.0,3.0,22.0
+24/08/2021,3.0,31.0,2.0,30.0,2.0,29.0
+25/08/2021,2.0,23.0,3.0,31.0,2.0,30.0
+26/08/2021,2.0,24.0,2.0,23.0,3.0,31.0
+27/08/2021,1.0,25.0,2.0,24.0,2.0,23.0
+28/08/2021,1.0,24.0,1.0,25.0,2.0,24.0
+29/08/2021,2.0,30.0,1.0,24.0,1.0,25.0
+30/08/2021,1.0,28.0,2.0,30.0,1.0,24.0
+31/08/2021,2.0,28.0,1.0,28.0,2.0,30.0
+01/09/2021,8.0,31.0,2.0,28.0,1.0,28.0
+02/09/2021,12.0,33.0,8.0,31.0,2.0,28.0
+03/09/2021,10.0,31.0,12.0,33.0,8.0,31.0
+04/09/2021,12.0,35.0,10.0,31.0,12.0,33.0
+05/09/2021,16.0,37.0,12.0,35.0,10.0,31.0
+06/09/2021,18.0,45.0,16.0,37.0,12.0,35.0
+07/09/2021,10.0,51.0,18.0,45.0,16.0,37.0
+08/09/2021,7.0,37.0,10.0,51.0,18.0,45.0
+09/09/2021,8.0,19.0,7.0,37.0,10.0,51.0
+10/09/2021,4.0,21.0,8.0,19.0,7.0,37.0
+11/09/2021,4.0,27.0,4.0,21.0,8.0,19.0
+12/09/2021,6.0,26.0,4.0,27.0,4.0,21.0
+13/09/2021,7.0,25.0,6.0,26.0,4.0,27.0
+14/09/2021,7.0,29.0,7.0,25.0,6.0,26.0
+15/09/2021,3.0,35.0,7.0,29.0,7.0,25.0
+16/09/2021,11.0,26.0,3.0,35.0,7.0,29.0
+17/09/2021,7.0,31.0,11.0,26.0,3.0,35.0
+18/09/2021,3.0,23.0,7.0,31.0,11.0,26.0
+19/09/2021,4.0,26.0,3.0,23.0,7.0,31.0
+20/09/2021,7.0,28.0,4.0,26.0,3.0,23.0
+21/09/2021,11.0,28.0,7.0,28.0,4.0,26.0
+22/09/2021,8.0,25.0,11.0,28.0,7.0,28.0
+23/09/2021,5.0,26.0,8.0,25.0,11.0,28.0
+24/09/2021,7.0,20.0,5.0,26.0,8.0,25.0
+25/09/2021,10.0,31.0,7.0,20.0,5.0,26.0
+26/09/2021,6.0,25.0,10.0,31.0,7.0,20.0
+27/09/2021,7.0,26.0,6.0,25.0,10.0,31.0
+28/09/2021,5.0,21.0,7.0,26.0,6.0,25.0
+29/09/2021,6.0,17.0,5.0,21.0,7.0,26.0
+30/09/2021,6.0,19.0,6.0,17.0,5.0,21.0
+01/10/2021,4.0,20.0,6.0,19.0,6.0,17.0
+02/10/2021,3.0,25.0,4.0,20.0,6.0,19.0
+03/10/2021,3.0,25.0,3.0,25.0,4.0,20.0
+04/10/2021,4.0,22.0,3.0,25.0,3.0,25.0
+05/10/2021,4.0,21.0,4.0,22.0,3.0,25.0
+06/10/2021,5.0,22.0,4.0,21.0,4.0,22.0
+07/10/2021,9.0,16.0,5.0,22.0,4.0,21.0
+08/10/2021,8.0,20.0,9.0,16.0,5.0,22.0
+09/10/2021,7.0,18.0,8.0,20.0,9.0,16.0
+10/10/2021,7.0,21.0,7.0,18.0,8.0,20.0
+11/10/2021,7.0,20.0,7.0,21.0,7.0,18.0
+12/10/2021,6.0,24.0,7.0,20.0,7.0,21.0
+13/10/2021,10.0,24.0,6.0,24.0,7.0,20.0
+14/10/2021,8.0,14.0,10.0,24.0,6.0,24.0
+15/10/2021,6.0,26.0,8.0,14.0,10.0,24.0
+16/10/2021,12.0,19.0,6.0,26.0,8.0,14.0
+17/10/2021,10.0,20.0,12.0,19.0,6.0,26.0
+18/10/2021,11.0,11.0,10.0,20.0,12.0,19.0
+19/10/2021,6.0,12.0,11.0,11.0,10.0,20.0
+20/10/2021,5.0,23.0,6.0,12.0,11.0,11.0
+21/10/2021,3.0,26.0,5.0,23.0,6.0,12.0
+22/10/2021,6.0,25.0,3.0,26.0,5.0,23.0
+23/10/2021,12.0,9.0,6.0,25.0,3.0,26.0
+24/10/2021,7.0,17.0,12.0,9.0,6.0,25.0
+25/10/2021,11.0,7.0,7.0,17.0,12.0,9.0
+26/10/2021,8.0,17.0,11.0,7.0,7.0,17.0
+27/10/2021,7.0,17.0,8.0,17.0,11.0,7.0
+28/10/2021,8.0,14.0,7.0,17.0,8.0,17.0
+29/10/2021,6.0,23.0,8.0,14.0,7.0,17.0
+30/10/2021,4.0,20.0,6.0,23.0,8.0,14.0
+31/10/2021,4.0,22.0,4.0,20.0,6.0,23.0
+01/11/2021,5.0,21.0,4.0,22.0,4.0,20.0
+02/11/2021,9.0,17.0,5.0,21.0,4.0,22.0
+03/11/2021,15.0,4.0,9.0,17.0,5.0,21.0
+04/11/2021,17.0,10.0,15.0,4.0,9.0,17.0
+05/11/2021,11.0,19.0,17.0,10.0,15.0,4.0
+06/11/2021,8.0,17.0,11.0,19.0,17.0,10.0
+07/11/2021,3.0,23.0,8.0,17.0,11.0,19.0
+08/11/2021,11.0,14.0,3.0,23.0,8.0,17.0
+09/11/2021,16.0,9.0,11.0,14.0,3.0,23.0
+10/11/2021,20.0,2.0,16.0,9.0,11.0,14.0
+11/11/2021,18.0,2.0,20.0,2.0,16.0,9.0
+12/11/2021,14.0,8.0,18.0,2.0,20.0,2.0
+13/11/2021,8.0,11.0,14.0,8.0,18.0,2.0
+14/11/2021,6.0,13.0,8.0,11.0,14.0,8.0
+15/11/2021,4.0,16.0,6.0,13.0,8.0,11.0
+16/11/2021,7.0,11.0,4.0,16.0,6.0,13.0
+17/11/2021,11.0,19.0,7.0,11.0,4.0,16.0
+18/11/2021,12.0,13.0,11.0,19.0,7.0,11.0
+19/11/2021,11.0,16.0,12.0,13.0,11.0,19.0
+20/11/2021,7.0,16.0,11.0,16.0,12.0,13.0
+21/11/2021,3.0,21.0,7.0,16.0,11.0,16.0
+22/11/2021,11.0,16.0,3.0,21.0,7.0,16.0
+23/11/2021,16.0,18.0,11.0,16.0,3.0,21.0
+24/11/2021,15.0,9.0,16.0,18.0,11.0,16.0
+25/11/2021,15.0,12.0,15.0,9.0,16.0,18.0
+26/11/2021,9.0,15.0,15.0,12.0,15.0,9.0
+27/11/2021,14.0,15.0,9.0,15.0,15.0,12.0
+28/11/2021,12.0,17.0,14.0,15.0,9.0,15.0
+29/11/2021,10.0,19.0,12.0,17.0,14.0,15.0
+30/11/2021,7.0,17.0,10.0,19.0,12.0,17.0
+01/12/2021,4.0,22.0,7.0,17.0,10.0,19.0
+02/12/2021,8.0,23.0,4.0,22.0,7.0,17.0
+03/12/2021,9.0,17.0,8.0,23.0,4.0,22.0
+04/12/2021,8.0,20.0,9.0,17.0,8.0,23.0
+05/12/2021,6.0,16.0,8.0,20.0,9.0,17.0
+06/12/2021,7.0,15.0,6.0,16.0,8.0,20.0
+07/12/2021,10.0,20.0,7.0,15.0,6.0,16.0
+08/12/2021,7.0,21.0,10.0,20.0,7.0,15.0
+09/12/2021,13.0,12.0,7.0,21.0,10.0,20.0
+10/12/2021,10.0,16.0,13.0,12.0,7.0,21.0
+11/12/2021,15.0,10.0,10.0,16.0,13.0,12.0
+12/12/2021,7.0,16.0,15.0,10.0,10.0,16.0
+13/12/2021,12.0,14.0,7.0,16.0,15.0,10.0
+14/12/2021,10.0,9.0,12.0,14.0,7.0,16.0
+15/12/2021,12.0,6.0,10.0,9.0,12.0,14.0
+16/12/2021,18.0,5.0,12.0,6.0,10.0,9.0
+17/12/2021,11.0,12.0,18.0,5.0,12.0,6.0
+18/12/2021,4.0,18.0,11.0,12.0,18.0,5.0
+19/12/2021,4.0,23.0,4.0,18.0,11.0,12.0
+20/12/2021,11.0,24.0,4.0,23.0,4.0,18.0
+21/12/2021,19.0,7.0,11.0,24.0,4.0,23.0
+23/12/2021,15.0,3.0,19.0,7.0,11.0,24.0
+24/12/2021,9.0,13.0,15.0,3.0,19.0,7.0
+25/12/2021,3.0,22.0,9.0,13.0,15.0,3.0
+26/12/2021,7.0,18.0,3.0,22.0,9.0,13.0
+27/12/2021,11.0,7.0,7.0,18.0,3.0,22.0
+28/12/2021,4.0,22.0,11.0,7.0,7.0,18.0
+29/12/2021,8.0,14.0,4.0,22.0,11.0,7.0
+30/12/2021,4.0,19.0,8.0,14.0,4.0,22.0
+31/12/2021,4.0,16.0,4.0,19.0,8.0,14.0
+01/01/2022,5.0,15.0,4.0,16.0,4.0,19.0
+02/01/2022,3.0,29.0,5.0,15.0,4.0,16.0
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data/processed/y_train.csv CHANGED Viewed

The diff for this file is too large to render. See raw diff

data/processed/y_val.csv DELETED Viewed

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-28/05/2020,4.0,36.0,3.0,42.0,3.0,32.0
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-23/03/2019,6.0,30.0,3.0,35.0,7.0,33.0
-26/03/2016,4.0,32.0,2.0,29.0,5.0,28.0
-03/08/2016,3.0,26.0,5.0,24.0,5.0,25.0
-15/03/2024,4.0,34.0,6.0,21.0,5.0,31.0
-31/12/2019,12.0,5.0,10.0,7.0,7.0,21.0
-09/10/2021,7.0,18.0,7.0,21.0,7.0,20.0
-27/08/2021,1.0,25.0,1.0,24.0,2.0,30.0
-24/09/2021,7.0,20.0,10.0,31.0,6.0,25.0
-21/01/2023,4.0,19.0,6.0,14.0,4.0,16.0
-10/01/2016,,16.0,,17.0,18.0,15.0
-29/01/2024,7.0,,6.0,,8.0,
-15/09/2018,11.0,31.0,16.0,33.0,9.0,30.0
-23/04/2019,7.0,39.0,5.0,29.0,6.0,32.0
-24/08/2022,7.0,63.0,2.0,31.0,2.0,27.0
-11/01/2024,9.0,,7.0,,6.0,
-13/05/2017,7.0,33.0,10.0,31.0,10.0,35.0
-22/09/2019,7.0,18.0,7.0,14.0,7.0,13.0
-07/06/2022,5.0,21.0,4.0,28.0,4.0,24.0
-06/02/2020,18.0,10.0,11.0,12.0,2.0,29.0
-09/05/2022,9.0,35.0,3.0,34.0,5.0,32.0
-27/04/2016,9.0,31.0,10.0,25.0,6.0,36.0
-24/01/2015,18.0,11.0,12.0,23.0,14.0,21.0
-14/11/2016,14.0,1.0,11.0,20.0,9.0,24.0
-17/05/2022,8.0,36.0,6.0,29.0,5.0,32.0
-20/05/2015,8.0,30.0,11.0,30.0,6.0,34.0
-19/05/2014,9.0,42.0,10.0,33.0,9.0,36.0
-11/04/2023,3.0,37.0,2.0,35.0,6.0,38.0
-27/03/2024,4.0,33.0,3.0,33.0,4.0,31.0
-13/09/2019,5.0,27.0,9.0,27.0,5.0,20.0
-18/06/2021,4.0,22.0,2.0,36.0,2.0,27.0
-06/11/2014,11.0,12.0,8.0,17.0,10.0,12.0
-20/09/2021,7.0,28.0,11.0,28.0,8.0,25.0
-23/10/2014,14.0,9.0,10.0,15.0,12.0,19.0
-19/02/2020,5.0,27.0,6.0,27.0,4.0,28.0
-14/08/2024,4.0,31.0,3.0,19.0,2.0,38.0
-31/03/2018,6.0,29.0,9.0,25.0,9.0,22.0
-31/07/2019,4.0,32.0,3.0,31.0,1.0,28.0
-27/07/2020,3.0,23.0,5.0,25.0,7.0,42.0
-09/02/2021,6.0,24.0,12.0,27.0,9.0,25.0
-09/04/2023,3.0,29.0,2.0,37.0,3.0,37.0
-30/10/2014,17.0,2.0,16.0,10.0,8.0,21.0
-26/01/2020,8.0,18.0,5.0,26.0,7.0,23.0
-29/09/2018,9.0,28.0,7.0,23.0,9.0,23.0
-07/09/2018,6.0,22.0,7.0,34.0,6.0,26.0
-14/12/2021,10.0,9.0,12.0,6.0,18.0,5.0
-25/07/2024,3.0,28.0,4.0,30.0,2.0,34.0
-09/02/2015,10.0,23.0,12.0,23.0,22.0,2.0
-23/07/2021,5.0,24.0,4.0,33.0,5.0,29.0
-22/03/2020,5.0,26.0,8.0,27.0,8.0,34.0
-08/09/2021,7.0,37.0,8.0,19.0,4.0,21.0
-24/07/2022,5.0,27.0,1.0,27.0,2.0,29.0
-07/09/2014,5.0,36.0,7.0,26.0,10.0,21.0
-05/01/2024,2.0,,2.0,,2.0,
-04/02/2024,6.0,,4.0,,9.0,9.0
-24/05/2018,7.0,46.0,5.0,57.0,5.0,43.0
-21/02/2016,8.0,25.0,13.0,23.0,13.0,23.0
-13/02/2020,9.0,20.0,5.0,24.0,2.0,32.0
-11/12/2020,13.0,2.0,8.0,20.0,6.0,18.0
-06/07/2022,2.0,23.0,3.0,30.0,3.0,23.0
-29/07/2022,2.0,40.0,4.0,28.0,1.0,29.0
-26/06/2022,7.0,25.0,3.0,38.0,5.0,50.0
-31/01/2018,12.0,21.0,8.0,21.0,14.0,15.0
-27/03/2021,4.0,27.0,8.0,30.0,16.0,38.0
-27/07/2023,3.0,16.0,2.0,27.0,2.0,27.0
-19/10/2016,12.0,14.0,12.0,10.0,8.0,14.0
-04/10/2021,4.0,22.0,4.0,21.0,5.0,22.0
-14/02/2020,5.0,24.0,2.0,32.0,4.0,29.0
-27/03/2017,23.0,35.0,8.0,26.0,14.0,24.0
-30/01/2015,16.0,15.0,13.0,17.0,12.0,23.0
-16/11/2022,4.0,23.0,8.0,15.0,7.0,13.0
-07/06/2021,3.0,42.0,5.0,42.0,8.0,40.0
-17/05/2023,1.0,36.0,2.0,38.0,1.0,38.0
-04/11/2023,3.0,,4.0,,6.0,
-06/11/2021,8.0,17.0,3.0,23.0,11.0,14.0
-27/10/2015,15.0,1.0,17.0,12.0,17.0,5.0
-27/02/2018,8.0,22.0,6.0,25.0,9.0,25.0
-17/12/2022,13.0,9.0,7.0,13.0,7.0,16.0
-09/05/2018,6.0,33.0,6.0,38.0,7.0,52.0
-20/01/2018,11.0,22.0,12.0,20.0,14.0,16.0
-29/01/2023,4.0,26.0,8.0,24.0,6.0,25.0
-16/12/2018,14.0,14.0,12.0,15.0,12.0,13.0
-25/05/2020,8.0,39.0,4.0,30.0,2.0,30.0
-09/06/2018,1.0,38.0,3.0,32.0,2.0,26.0
-17/09/2023,4.0,26.0,3.0,23.0,3.0,26.0
-09/03/2019,5.0,30.0,4.0,31.0,9.0,30.0
-17/06/2017,4.0,30.0,12.0,13.0,,
-03/05/2017,6.0,25.0,5.0,28.0,4.0,32.0
-24/08/2019,8.0,63.0,6.0,65.0,8.0,76.0
-06/10/2019,8.0,13.0,8.0,13.0,7.0,19.0
-20/11/2020,7.0,17.0,5.0,18.0,15.0,11.0
-24/03/2017,5.0,31.0,3.0,25.0,14.0,25.0
-26/01/2021,11.0,18.0,12.0,8.0,8.0,20.0
-14/03/2022,15.0,21.0,10.0,22.0,5.0,28.0
-06/08/2020,6.0,72.0,7.0,76.0,3.0,57.0
-04/11/2016,11.0,16.0,9.0,20.0,10.0,9.0
-02/08/2016,3.0,16.0,3.0,26.0,5.0,24.0
-13/01/2021,8.0,15.0,13.0,10.0,11.0,11.0
-09/09/2021,8.0,19.0,4.0,21.0,4.0,27.0
-28/03/2021,8.0,30.0,16.0,38.0,19.0,38.0
-12/03/2014,20.0,22.0,15.0,18.0,6.0,29.0
-08/10/2021,8.0,20.0,7.0,18.0,7.0,21.0
-23/08/2018,4.0,21.0,4.0,21.0,5.0,28.0
-05/06/2022,3.0,28.0,3.0,34.0,5.0,21.0
-09/08/2020,5.0,63.0,7.0,66.0,8.0,71.0
-30/10/2016,18.0,7.0,17.0,15.0,12.0,18.0
-17/10/2018,7.0,22.0,9.0,21.0,14.0,21.0
-09/10/2019,7.0,17.0,6.0,17.0,6.0,23.0
-09/04/2016,5.0,33.0,5.0,30.0,7.0,31.0
-28/07/2022,2.0,41.0,2.0,40.0,4.0,28.0
-14/02/2021,9.0,21.0,11.0,18.0,7.0,22.0
-26/09/2019,6.0,17.0,3.0,23.0,3.0,18.0
-28/07/2019,3.0,34.0,4.0,42.0,3.0,20.0
-07/08/2020,7.0,76.0,3.0,57.0,5.0,63.0
-07/02/2023,18.0,11.0,19.0,7.0,16.0,21.0
-23/08/2014,8.0,28.0,4.0,29.0,16.0,18.0
-06/11/2022,4.0,20.0,5.0,20.0,4.0,23.0
-24/09/2015,12.0,17.0,12.0,22.0,7.0,24.0
-22/10/2015,19.0,15.0,15.0,12.0,12.0,22.0
-12/10/2023,4.0,,3.0,,3.0,
-12/10/2019,5.0,22.0,11.0,18.0,11.0,16.0
-03/04/2020,10.0,33.0,5.0,39.0,6.0,33.0
-23/01/2023,4.0,16.0,10.0,16.0,9.0,29.0
-09/06/2016,4.0,37.0,4.0,37.0,5.0,37.0
-12/05/2021,5.0,36.0,3.0,30.0,4.0,28.0
-06/02/2022,4.0,31.0,6.0,27.0,6.0,24.0
-20/07/2023,3.0,28.0,5.0,23.0,2.0,25.0
-16/11/2016,9.0,24.0,8.0,25.0,8.0,19.0
-12/11/2016,11.0,3.0,14.0,,14.0,1.0
-14/02/2017,26.0,7.0,14.0,17.0,13.0,15.0
-19/12/2018,10.0,16.0,7.0,23.0,7.0,23.0
-10/05/2020,2.0,27.0,4.0,33.0,5.0,30.0
-25/08/2024,9.0,31.0,6.0,43.0,7.0,51.0
-01/10/2014,17.0,13.0,12.0,11.0,14.0,19.0
-09/01/2018,16.0,4.0,14.0,3.0,11.0,2.0
-03/08/2018,3.0,37.0,1.0,30.0,5.0,57.0
-01/10/2019,5.0,21.0,8.0,17.0,8.0,13.0
-26/06/2019,2.0,31.0,3.0,35.0,5.0,71.0
-08/02/2024,6.0,22.0,7.0,15.0,6.0,20.0
-05/12/2021,6.0,16.0,7.0,15.0,10.0,20.0
-01/12/2023,11.0,,8.0,,9.0,
-03/01/2015,11.0,21.0,21.0,6.0,22.0,2.0
-09/03/2020,5.0,25.0,6.0,24.0,3.0,30.0
-01/03/2020,9.0,21.0,10.0,21.0,12.0,23.0
-30/12/2021,4.0,19.0,4.0,16.0,5.0,15.0
-11/06/2015,6.0,61.0,5.0,38.0,3.0,37.0
-30/11/2014,10.0,3.0,11.0,2.0,11.0,7.0
-06/02/2021,2.0,26.0,4.0,27.0,8.0,24.0
-27/01/2017,21.0,8.0,11.0,15.0,9.0,20.0
-08/05/2023,5.0,22.0,6.0,23.0,5.0,24.0
-17/11/2014,12.0,4.0,10.0,3.0,15.0,3.0
-25/12/2021,3.0,22.0,7.0,18.0,11.0,7.0
-31/10/2023,7.0,,1.0,,3.0,
-04/12/2022,4.0,7.0,11.0,11.0,12.0,18.0
-11/02/2019,16.0,11.0,17.0,8.0,25.0,7.0
-12/01/2020,8.0,17.0,5.0,21.0,6.0,23.0
-05/04/2021,7.0,30.0,3.0,30.0,7.0,27.0
-14/12/2014,16.0,14.0,19.0,13.0,13.0,14.0
-03/11/2014,16.0,20.0,18.0,,17.0,6.0
-04/01/2015,21.0,6.0,22.0,2.0,18.0,11.0
-02/12/2014,11.0,7.0,11.0,3.0,15.0,
-12/03/2020,7.0,26.0,9.0,26.0,4.0,26.0
-19/11/2023,7.0,,11.0,,10.0,
-26/07/2015,3.0,27.0,4.0,27.0,3.0,27.0
-22/05/2014,9.0,30.0,7.0,36.0,6.0,33.0
-19/01/2021,5.0,22.0,4.0,26.0,10.0,21.0
-14/09/2014,3.0,25.0,9.0,30.0,12.0,25.0
-30/12/2018,,,4.0,31.0,3.0,29.0
-17/04/2017,6.0,32.0,6.0,33.0,15.0,29.0
-02/10/2022,10.0,17.0,10.0,22.0,4.0,24.0
-23/02/2014,12.0,17.0,11.0,23.0,15.0,18.0
-21/12/2016,15.0,5.0,16.0,17.0,7.0,23.0
-08/08/2020,3.0,57.0,5.0,63.0,7.0,66.0
-30/08/2018,8.0,20.0,8.0,30.0,5.0,34.0
-13/11/2022,10.0,5.0,6.0,19.0,6.0,18.0
-08/12/2019,7.0,26.0,11.0,22.0,13.0,16.0
-22/05/2020,4.0,31.0,3.0,22.0,5.0,28.0
-10/09/2021,4.0,21.0,4.0,27.0,6.0,26.0
-01/10/2023,10.0,22.0,5.0,26.0,4.0,22.0
-19/04/2017,15.0,29.0,11.0,23.0,3.0,32.0
-13/10/2015,15.0,7.0,12.0,9.0,10.0,10.0
-31/12/2016,12.0,6.0,13.0,20.0,13.0,18.0
-30/01/2018,11.0,24.0,12.0,21.0,8.0,21.0
-28/10/2022,10.0,11.0,9.0,16.0,11.0,8.0
-20/08/2018,7.0,26.0,10.0,28.0,9.0,16.0
-17/02/2023,5.0,26.0,3.0,26.0,6.0,23.0
-13/03/2017,18.0,15.0,16.0,26.0,24.0,26.0
-01/03/2024,2.0,35.0,5.0,29.0,5.0,33.0
-23/06/2016,8.0,30.0,9.0,22.0,4.0,26.0
-04/09/2016,5.0,26.0,12.0,15.0,15.0,40.0
-06/02/2023,15.0,13.0,18.0,11.0,19.0,7.0
-24/07/2020,5.0,15.0,2.0,22.0,7.0,23.0
-25/06/2023,3.0,37.0,4.0,32.0,5.0,22.0
-29/08/2018,6.0,22.0,8.0,20.0,8.0,30.0
-20/09/2015,11.0,27.0,9.0,20.0,11.0,19.0
-13/01/2016,13.0,20.0,12.0,17.0,8.0,26.0
-21/11/2018,9.0,4.0,15.0,1.0,10.0,4.0
-06/07/2023,5.0,57.0,3.0,72.0,7.0,45.0
-04/08/2018,1.0,30.0,5.0,57.0,8.0,72.0
-03/12/2023,9.0,,6.0,,15.0,
-20/09/2014,11.0,31.0,2.0,32.0,4.0,27.0
-24/09/2014,16.0,15.0,10.0,21.0,10.0,16.0
-17/03/2024,5.0,31.0,9.0,29.0,10.0,30.0
-08/12/2022,13.0,15.0,17.0,4.0,7.0,14.0
-30/09/2018,7.0,23.0,9.0,23.0,8.0,26.0
-02/04/2021,8.0,37.0,10.0,34.0,9.0,30.0
-09/04/2022,5.0,34.0,9.0,36.0,7.0,31.0
-15/03/2021,5.0,25.0,2.0,28.0,8.0,28.0
-27/05/2023,2.0,38.0,,35.0,1.0,33.0
-22/06/2023,3.0,40.0,7.0,48.0,4.0,70.0
-10/02/2018,6.0,26.0,10.0,24.0,13.0,23.0
-28/08/2018,13.0,22.0,6.0,22.0,8.0,20.0
-04/03/2019,6.0,29.0,6.0,19.0,4.0,29.0
-09/03/2024,4.0,25.0,6.0,17.0,5.0,22.0
-30/09/2021,6.0,19.0,4.0,20.0,3.0,25.0
-10/06/2014,11.0,16.0,9.0,36.0,6.0,32.0
-20/12/2015,6.0,22.0,6.0,18.0,10.0,21.0
-21/12/2021,19.0,7.0,19.0,,15.0,3.0
-02/12/2021,8.0,23.0,9.0,17.0,8.0,20.0
-14/06/2014,2.0,32.0,3.0,28.0,3.0,30.0
-24/07/2021,4.0,33.0,5.0,29.0,4.0,28.0
-25/06/2018,3.0,33.0,4.0,34.0,5.0,43.0
-17/06/2023,3.0,60.0,2.0,42.0,4.0,49.0
-19/06/2015,5.0,22.0,6.0,21.0,7.0,23.0
-08/04/2020,11.0,38.0,6.0,29.0,6.0,35.0
-26/07/2020,7.0,23.0,3.0,23.0,5.0,25.0
-09/09/2015,7.0,26.0,8.0,29.0,11.0,23.0
-04/10/2015,15.0,11.0,12.0,6.0,10.0,10.0
-11/11/2014,18.0,3.0,20.0,4.0,15.0,5.0
-03/04/2021,10.0,34.0,9.0,30.0,7.0,30.0
-15/08/2023,3.0,32.0,1.0,24.0,2.0,36.0
-16/02/2020,4.0,29.0,5.0,27.0,5.0,25.0
-28/01/2024,14.0,,7.0,,6.0,
-11/04/2015,9.0,31.0,6.0,27.0,17.0,30.0
-22/06/2018,4.0,33.0,3.0,24.0,2.0,26.0
-17/04/2016,12.0,24.0,7.0,30.0,6.0,31.0
-23/12/2018,9.0,20.0,9.0,16.0,15.0,8.0
-14/12/2015,19.0,1.0,14.0,19.0,14.0,14.0
-17/08/2023,2.0,36.0,4.0,29.0,3.0,29.0
-24/02/2018,3.0,28.0,5.0,26.0,7.0,26.0
-11/03/2020,3.0,30.0,7.0,26.0,9.0,26.0
-16/10/2021,12.0,19.0,10.0,20.0,11.0,11.0
-06/03/2024,5.0,23.0,3.0,30.0,5.0,25.0
-20/08/2024,2.0,28.0,4.0,33.0,3.0,30.0
-23/02/2023,8.0,30.0,3.0,31.0,2.0,30.0
-02/06/2014,10.0,34.0,10.0,21.0,6.0,27.0
-19/11/2016,4.0,24.0,8.0,13.0,10.0,16.0
-09/08/2016,3.0,20.0,10.0,13.0,5.0,14.0
-12/07/2018,3.0,33.0,3.0,31.0,3.0,42.0
-01/11/2014,8.0,21.0,7.0,21.0,16.0,20.0
-18/02/2022,3.0,28.0,2.0,34.0,3.0,30.0
-31/01/2020,4.0,27.0,5.0,24.0,7.0,22.0
-23/08/2019,7.0,63.0,8.0,63.0,6.0,65.0
-07/06/2018,7.0,39.0,2.0,39.0,1.0,38.0
-08/09/2024,9.0,31.0,3.0,25.0,3.0,27.0
-17/08/2024,3.0,38.0,5.0,38.0,5.0,30.0
-18/12/2021,4.0,18.0,4.0,23.0,11.0,24.0
-14/10/2022,7.0,21.0,5.0,22.0,7.0,11.0
-12/02/2020,9.0,20.0,9.0,20.0,5.0,24.0
-19/06/2020,6.0,26.0,7.0,29.0,6.0,27.0
-19/12/2021,4.0,23.0,11.0,24.0,19.0,7.0
-06/05/2022,6.0,32.0,1.0,37.0,4.0,43.0
-17/08/2019,2.0,25.0,3.0,25.0,4.0,30.0
-28/01/2017,11.0,15.0,9.0,20.0,9.0,20.0
-07/12/2018,5.0,25.0,4.0,28.0,9.0,29.0
-22/10/2014,16.0,12.0,14.0,9.0,10.0,15.0
-22/11/2019,10.0,6.0,12.0,4.0,12.0,6.0
-15/07/2016,5.0,18.0,4.0,23.0,8.0,38.0
-22/09/2014,4.0,27.0,15.0,22.0,16.0,15.0
-17/03/2022,14.0,30.0,2.0,30.0,4.0,29.0
-30/05/2020,3.0,32.0,3.0,36.0,5.0,48.0
-15/01/2021,11.0,11.0,8.0,20.0,10.0,14.0
-06/05/2024,1.0,42.0,2.0,34.0,3.0,38.0
-16/02/2024,10.0,21.0,3.0,25.0,8.0,25.0
-12/10/2021,6.0,24.0,10.0,24.0,8.0,14.0
-19/01/2022,3.0,29.0,10.0,24.0,6.0,21.0
-04/08/2022,1.0,27.0,3.0,32.0,2.0,35.0
-11/09/2020,10.0,20.0,6.0,22.0,13.0,42.0
-13/02/2017,20.0,19.0,26.0,7.0,14.0,17.0
-16/06/2018,3.0,23.0,5.0,25.0,7.0,17.0
-24/08/2023,6.0,31.0,3.0,23.0,4.0,28.0
-08/02/2014,3.0,27.0,16.0,18.0,12.0,21.0
-18/01/2017,24.0,2.0,25.0,6.0,16.0,10.0
-21/04/2024,3.0,38.0,4.0,37.0,2.0,34.0
-15/12/2021,12.0,6.0,18.0,5.0,11.0,12.0
-27/11/2014,13.0,2.0,10.0,3.0,11.0,1.0
-26/11/2016,11.0,23.0,15.0,16.0,27.0,4.0
-21/02/2018,9.0,24.0,8.0,23.0,4.0,24.0
-27/06/2015,7.0,36.0,9.0,28.0,7.0,49.0
-02/10/2019,8.0,17.0,8.0,13.0,5.0,18.0
-21/10/2014,6.0,25.0,16.0,12.0,14.0,9.0
-16/09/2018,16.0,33.0,9.0,30.0,7.0,26.0
-20/06/2018,4.0,23.0,2.0,25.0,4.0,33.0
-29/10/2021,6.0,23.0,4.0,20.0,4.0,22.0
-03/07/2021,4.0,19.0,4.0,20.0,3.0,24.0
-15/05/2019,5.0,33.0,5.0,26.0,6.0,35.0
-07/03/2018,11.0,23.0,11.0,22.0,10.0,17.0
-23/07/2023,2.0,26.0,2.0,28.0,4.0,29.0
-11/05/2021,6.0,31.0,5.0,36.0,3.0,30.0
-15/12/2018,11.0,9.0,14.0,14.0,12.0,15.0
-13/04/2019,8.0,34.0,,33.0,,36.0
-20/09/2020,11.0,32.0,17.0,40.0,14.0,25.0
-15/03/2017,24.0,26.0,7.0,27.0,7.0,24.0
-02/11/2021,9.0,17.0,15.0,4.0,17.0,10.0
-20/10/2022,9.0,12.0,5.0,22.0,6.0,18.0
-17/08/2016,5.0,38.0,9.0,35.0,5.0,28.0
-03/02/2022,5.0,26.0,4.0,27.0,2.0,32.0
-12/08/2019,4.0,28.0,4.0,28.0,2.0,21.0
-10/05/2015,,,6.0,34.0,8.0,29.0
-28/09/2018,9.0,21.0,9.0,28.0,7.0,23.0
-03/03/2015,10.0,27.0,17.0,21.0,20.0,19.0
-05/10/2020,5.0,16.0,6.0,19.0,6.0,19.0
-12/05/2015,8.0,29.0,1.0,32.0,2.0,35.0
-03/02/2018,3.0,20.0,7.0,16.0,12.0,17.0
-11/04/2020,14.0,41.0,5.0,33.0,8.0,33.0
-16/10/2023,5.0,,4.0,,6.0,
-23/04/2024,2.0,34.0,5.0,32.0,4.0,36.0
-12/01/2021,7.0,21.0,8.0,15.0,13.0,10.0
-17/08/2014,8.0,15.0,9.0,13.0,13.0,13.0
-09/07/2020,3.0,23.0,6.0,27.0,3.0,27.0
-21/08/2020,4.0,26.0,3.0,24.0,4.0,25.0
-08/05/2015,,,,,,
-15/09/2021,3.0,35.0,11.0,26.0,7.0,31.0
-08/07/2022,3.0,23.0,1.0,28.0,1.0,21.0
-01/10/2015,13.0,20.0,15.0,8.0,17.0,23.0
-30/06/2015,8.0,86.0,11.0,85.0,,
-03/01/2023,4.0,25.0,5.0,23.0,5.0,24.0
-13/02/2014,11.0,17.0,2.0,28.0,6.0,21.0
-28/04/2020,6.0,25.0,5.0,30.0,4.0,30.0
-08/04/2016,14.0,33.0,5.0,33.0,5.0,30.0
-01/06/2020,5.0,48.0,6.0,34.0,4.0,31.0
-20/11/2023,11.0,,10.0,,6.0,
-02/04/2024,5.0,33.0,3.0,37.0,4.0,32.0
-13/04/2020,8.0,33.0,12.0,31.0,10.0,35.0
-07/05/2019,9.0,27.0,7.0,28.0,5.0,36.0
-04/04/2020,5.0,39.0,6.0,33.0,7.0,38.0
-06/01/2017,,,,,17.0,1.0
-27/07/2015,4.0,27.0,3.0,27.0,4.0,25.0
-22/07/2022,2.0,40.0,4.0,40.0,5.0,27.0
-10/08/2024,3.0,38.0,3.0,79.0,6.0,38.0
-03/12/2018,19.0,20.0,18.0,3.0,10.0,16.0
-29/12/2019,,,12.0,5.0,10.0,7.0
-16/09/2015,8.0,22.0,13.0,13.0,8.0,27.0
-16/12/2016,15.0,8.0,15.0,7.0,19.0,4.0
-04/10/2014,12.0,21.0,3.0,28.0,7.0,22.0
-16/03/2022,5.0,28.0,14.0,30.0,2.0,30.0
-21/03/2021,4.0,30.0,11.0,22.0,14.0,28.0
-07/01/2016,15.0,24.0,11.0,16.0,4.0,24.0
-13/07/2023,4.0,34.0,3.0,26.0,1.0,27.0
-13/04/2017,12.0,29.0,5.0,32.0,3.0,32.0
-13/04/2014,4.0,30.0,4.0,33.0,11.0,28.0
-02/10/2021,3.0,25.0,3.0,25.0,4.0,22.0
-17/01/2019,21.0,9.0,18.0,6.0,14.0,9.0
-09/07/2023,4.0,37.0,4.0,40.0,2.0,29.0
-16/03/2018,3.0,28.0,3.0,30.0,5.0,31.0
-04/10/2018,16.0,17.0,15.0,22.0,4.0,27.0
-30/03/2022,4.0,26.0,2.0,30.0,3.0,33.0
-17/11/2019,8.0,23.0,12.0,23.0,19.0,7.0
-27/06/2014,5.0,26.0,4.0,33.0,5.0,28.0
-29/04/2017,6.0,40.0,6.0,32.0,9.0,24.0
-13/06/2014,2.0,32.0,2.0,32.0,3.0,28.0
-24/12/2014,7.0,23.0,17.0,13.0,5.0,19.0
-22/05/2016,5.0,29.0,2.0,29.0,8.0,21.0
-31/07/2024,2.0,31.0,2.0,46.0,3.0,28.0
-25/12/2018,15.0,8.0,23.0,,17.0,
-24/07/2019,7.0,107.0,2.0,91.0,4.0,51.0
-24/03/2024,6.0,32.0,8.0,23.0,5.0,31.0
-27/08/2014,8.0,31.0,11.0,16.0,7.0,26.0
-02/12/2023,8.0,,9.0,,6.0,
-06/04/2014,9.0,20.0,7.0,29.0,12.0,31.0
-26/12/2019,10.0,11.0,14.0,5.0,16.0,3.0
-01/07/2021,5.0,28.0,5.0,37.0,4.0,19.0
-18/02/2020,5.0,25.0,5.0,27.0,6.0,27.0
-20/12/2023,3.0,,2.0,,3.0,
-24/05/2015,3.0,27.0,4.0,25.0,8.0,31.0
-01/09/2016,13.0,18.0,6.0,23.0,3.0,22.0
-13/06/2015,3.0,37.0,2.0,31.0,4.0,32.0
-31/08/2015,3.0,28.0,8.0,27.0,13.0,24.0
-24/05/2014,6.0,33.0,9.0,31.0,9.0,26.0
-20/06/2019,5.0,30.0,3.0,39.0,3.0,54.0
-25/08/2014,16.0,18.0,8.0,15.0,8.0,31.0
-05/09/2021,16.0,37.0,18.0,45.0,10.0,51.0
-08/03/2014,13.0,30.0,17.0,27.0,6.0,22.0
-21/11/2015,8.0,23.0,23.0,17.0,16.0,10.0
-18/04/2022,7.0,40.0,3.0,39.0,3.0,36.0
-29/10/2022,9.0,16.0,11.0,8.0,3.0,25.0
-12/05/2017,8.0,24.0,7.0,33.0,10.0,31.0
-08/06/2021,5.0,42.0,8.0,40.0,6.0,22.0
-15/07/2023,1.0,27.0,2.0,28.0,4.0,34.0
-11/01/2020,5.0,21.0,8.0,17.0,5.0,21.0
-19/04/2021,7.0,37.0,4.0,36.0,2.0,33.0
-26/10/2018,8.0,22.0,3.0,21.0,5.0,14.0
-08/07/2015,4.0,23.0,9.0,47.0,7.0,55.0
-28/08/2019,4.0,28.0,7.0,33.0,11.0,47.0
-13/02/2019,25.0,7.0,27.0,7.0,22.0,12.0
-17/06/2014,4.0,21.0,5.0,19.0,4.0,18.0
-05/08/2018,5.0,57.0,8.0,72.0,4.0,40.0
-15/11/2014,16.0,14.0,13.0,12.0,12.0,4.0
-12/01/2016,18.0,15.0,13.0,20.0,12.0,17.0
-07/07/2015,4.0,22.0,4.0,23.0,9.0,47.0
-27/05/2022,2.0,30.0,2.0,28.0,4.0,29.0
-23/12/2016,7.0,23.0,3.0,25.0,2.0,27.0
-02/01/2021,5.0,13.0,3.0,13.0,4.0,10.0
-25/03/2015,12.0,26.0,8.0,25.0,15.0,24.0
-04/07/2021,4.0,20.0,3.0,24.0,4.0,22.0
-16/08/2018,5.0,26.0,7.0,21.0,5.0,21.0
-05/10/2019,6.0,18.0,8.0,13.0,8.0,13.0
-03/02/2019,11.0,12.0,13.0,9.0,14.0,10.0
-31/03/2023,3.0,23.0,2.0,31.0,3.0,35.0
-08/03/2015,9.0,21.0,8.0,25.0,17.0,21.0
-18/05/2020,5.0,30.0,5.0,31.0,6.0,41.0
-27/01/2020,5.0,26.0,7.0,23.0,8.0,22.0
-02/08/2021,4.0,25.0,4.0,33.0,5.0,43.0
-04/06/2021,2.0,36.0,2.0,35.0,3.0,41.0
-19/08/2023,3.0,29.0,5.0,32.0,8.0,22.0
-18/07/2019,6.0,22.0,5.0,,2.0,
-25/02/2022,12.0,26.0,7.0,25.0,9.0,23.0
-18/09/2021,3.0,23.0,4.0,26.0,7.0,28.0
-13/08/2016,5.0,22.0,4.0,26.0,3.0,28.0
-24/12/2016,3.0,25.0,2.0,27.0,11.0,25.0
-10/05/2019,3.0,39.0,2.0,37.0,2.0,34.0

notebooks/n3_model_selection_training.ipynb CHANGED Viewed

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