I want to classify my data and some of my variables are ranges.
I classify location so for example, school, the hours that people are at school are from 7:00 to 14:00, some of my variables are categorical (working day) and some of them numerics(frequency of visiting in a month).
I thought using LDA but how can I declare a range as one variable?
btw, I use Python
place visiting time frequency workday school 8:00-14:00 18-20 1 restaurant 13:00-21:00 0-3 both bank 8:00-17:00 0-4 1 night club 21:00-2:00 0-4 both
The algorithm should be supervised because I insert the ground truth (the place) by myself.