[BUG]: Enable random_state for class imbalance

[arghhjayy]

(new PR due to some internal difficulties)

Related Issue or bug

Info about Issue or bug

Closes #3638

Describe the changes you've made

Added random_state functionality to class imbalance transformers for reproducible results

Type of change

Please delete options that are not relevant.

• Bug fix (non-breaking change which fixes an issue)

How Has This Been Tested?

Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce.

Describe if there is any unusual behaviour of your code(Write NA if there isn't)

NA

Checklist:

• My code follows the style guidelines of this project.
• I have performed a self-review of my own code.
• I have commented my code, particularly in hard-to-understand areas.
• I have made corresponding changes to the documentation.
• My changes generate no new warnings.
• I have added tests that prove my fix is effective or that my feature works.
• New and existing unit tests pass locally with my changes.
• Any dependent changes have been merged and published in downstream modules.

Screenshots

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original screenshot	updated screenshot

[Yard1]

Could we somehow use duck typing (try to use random_state as an argument inside a try-except block, with fallback to no random_state) instead of hardcoding a list of supported classes? That way it will be much easier to maintain. Other alternative would be to use inspect to check if random_state is in the init signature, but duck typing will probably be easier.

[Yard1]

Something like eg.

try:
    balance_estimator = FixImbalancer(
        strategies[fix_imbalance_method](random_state=session_id)
    )
except TypeError:
    balance_estimator = FixImbalancer(
        strategies[fix_imbalance_method]()
    )

[arghhjayy]

Done

[Yard1]

Thanks!