[BUG]: Lightgbm 4.0 showing debug info

[celestinoxp]

pycaret version checks

• I have checked that this issue has not already been reported here.

• I have confirmed this bug exists on the latest version of pycaret.

• I have confirmed this bug exists on the master branch of pycaret (pip install -U git+https://github.com/pycaret/pycaret.git@master).

Issue Description

Pycaret allow install latest version of lightgbm, but something has changed, because now is show by dafault all debug info and warnings. can confirm if verbose param values has changed?

Reproducible Example

setup()...

Expected Behavior

no lightgbm messages after setup

Actual Results

.

Installed Versions

latest-dev

[celestinoxp]

maybe related to microsoft/LightGBM#6014 ?

[moezali1]

@celestinoxp Can you try if this command will make it silent?

import os
os.environ["PYCARET_CUSTOM_LOGGING_LEVEL"] = "CRITICAL"

[celestinoxp]

@celestinoxp Can you try if this command will make it silent?

import os
os.environ["PYCARET_CUSTOM_LOGGING_LEVEL"] = "CRITICAL"

does not work, the warnings continue to appear