Stratified analysis in image classification.

[anjany]

Add ability to have stratified results when possible:

• diverse demographics
• types of diseases
• sources of medical images

Add ability to also take care of: fairness metrics such as balance, equality, and disparity. (Refer: https://arxiv.org/pdf/2310.09507.pdf)