As per the video (Green Energy and Traffic Forecasting using AI/ML Challenge Launch (youtube.com)) grid_outage = True means grid is unavailable, and grid outage = False means no problem with grid. However, using the column subm['grid_outage'] as boolean values, when I submitted according to
subm['grid'] = np.where(subm['grid_outage'], False, True)
subm['diesel'] = np.where(subm['grid_outage'], True, False)
subm['solar'] = True
I received infeasible solution.
When I submitted with
subm['grid'] = np.where(subm['grid_outage'], True, False)
subm['diesel'] = np.where(subm['grid_outage'], False, True)
subm['solar'] = True
I was able to get a score.
I think grid_outage values have been swapped, but would like to confirm my understanding. Thank you.
You're right, "True" indicates that the grid is available, not unavailable, as suggested in the youtube video.
This clarification was made by @nicolapiovesan in this discussion: Outlier Consumption - Zindi, where he stated, "Are you sure the grid is available during those hours (grid outage plan values equal to True)?"
This corrects the misunderstanding from the video, ensuring that "True" signifies grid availability.