I would like to know how to stop lightgbm logging. What kind of settings should I use to stop the log? Also, is there a way to output only your own log with the lightgbm log stopped?
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I think you can disable lightgbm logging using verbose=-1
in both Dataset constructor and train function, as mentioned here

Minh Nguyen
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Follow these points.
- Use "verbose= False" in "fit" method.
- Use "verbose= -100" when you call the classifier.
- Keep "silent = True" (default).