i want the model to consider metric1 and metric2 equally, but i think this iteration increase metric1 by a little, but loss metric 2 a lot. that wasnt what i want.
i try to read the HallofFame update function, but it's a little hard for me.
So, can anyone help on this? (how does the update work and how shall i do if i want to consider two metrics equally)?
my evaluate function will return two real-value, let's call it metric1 and metric2
I define fitness as:
creator.create("FitnessMax", base.Fitness, weights=(1.0,1.0,))
I print the halloffame variable out, here is:
i want the model to consider metric1 and metric2 equally, but i think this iteration increase metric1 by a little, but loss metric 2 a lot. that wasnt what i want.
i try to read the HallofFame update function, but it's a little hard for me.
So, can anyone help on this? (how does the update work and how shall i do if i want to consider two metrics equally)?