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Comments (2)

achoum avatar achoum commented on August 16, 2024 1

Thanks for the report.

TL;DR

Can you try replacing early_stopping=None with early_stopping="NONE".

Details

early_stopping is a categorical/string parameter (documentation) that support one of three possible values: NONE,
MIN_LOSS_FINAL and LOSS_INCREASE. Setting early_stopping=None (or any other parameter to None) means the parameter unspecified. In this case, the library falls back to its default logic (which is LOSS_INCREASE in this case).

I'll make the documentation more explicit and add a warning when this case is detected :).

from decision-forests.

Howard-ll avatar Howard-ll commented on August 16, 2024

Thanks for the report.

TL;DR

Can you try replacing early_stopping=None with early_stopping="NONE".

Details

early_stopping is a categorical/string parameter (documentation) that support one of three possible values: NONE,
MIN_LOSS_FINAL and LOSS_INCREASE. Setting early_stopping=None (or any other parameter to None) means the parameter unspecified. In this case, the library falls back to its default logic (which is LOSS_INCREASE in this case).

I'll make the documentation more explicit and add a warning when this case is detected :).

Thanks a lot. I did not know it is a string input

from decision-forests.

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