New column sleeping
To be able to use binary classification on this problem, a new column is needed.
This column is going to be sleeping with values of True for when the person is supposed to be asleep and False when he is normally awake.
It has to be determined when this column has to be set to True. This is most likely going to be dependent on what weekday and what house it is.
To make it more clear, this issue is not that you have to make that column yet, it is about determining when we would want to set this column to True or False for the data we have.
Edited by Stefan Dietrich