So my dataset is very unbalanced:
class-1  samples: 76
class-2  samples: 259
now before applying weighted loss function for each class, I want to know does it make any sense to use class weight when dataset is this much unbalanced ? Specially when my batch_size=1.
(I can’t increase batch_size because of my system resources).
are there any other approaches I can use in that case ?
Thankyou