The pros of Mini-Batch Gradient Descent(MBGD):
- is good at large dataset while Batch Gradient Descent(BGD) is not.
- less gets stuck in local minima than BGD.
But the cons is that MBGD outputs a less accurate value than BGD.
The pros of Mini-Batch Gradient Descent(MBGD):
But the cons is that MBGD outputs a less accurate value than BGD.