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[R-package] lgb.cv ignores verbose argument #4667

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david-cortes opened this issue Oct 9, 2021 · 4 comments · Fixed by #4903
Closed

[R-package] lgb.cv ignores verbose argument #4667

david-cortes opened this issue Oct 9, 2021 · 4 comments · Fixed by #4903
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@david-cortes
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In the R version, function lgb.cv has a parameter verbose with this description:

verbosity for output, if <= 0, also will disable the print of evaluation during training

However, regardless of what I pass for verbose, it will still print [Info] and higher-up messages:

library(lightgbm)
data("agaricus.train")
pool = lgb.Dataset(agaricus.train$data, label=agaricus.train$label)
params = list(
    objective_type="binary",
    force_row_wise=TRUE,
    seed=123
)
lgb.cv(params, pool, verbose=0)
[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.486412 -> initscore=-0.054366
[LightGBM] [Info] Start training from score -0.054366
[LightGBM] [Warning] No further splits with positive gain, best gain: -inf
[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.476969 -> initscore=-0.092189
[LightGBM] [Info] Start training from score -0.092189
[LightGBM] [Warning] No further splits with positive gain, best gain: -inf
[LightGBM] [Info] [binary:BoostFromScore]: pavg=0.482957 -> initscore=-0.068198
[LightGBM] [Info] Start training from score -0.068198
[LightGBM] [Warning] No further splits with positive gain, best gain: -inf
...
@jameslamb
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Thanks for opening this! Definitely looks like a bug.

Are you interested in submitting a pull request? If not, I'll probably pick this up this weekend.

@david-cortes
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I'll better leave it to you.

@jameslamb jameslamb self-assigned this Dec 20, 2021
@jameslamb
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Assigning this to myself to signal that I'm working on it right now.

jameslamb added a commit that referenced this issue Jan 6, 2022
* fixes

* revert debugging code

* add test

* check for LightGBM explicitly

* empty commit

* revert unnecessary line deletion

* respect verbose everywhere and update params for constructted dataset

* Update R-package/R/lgb.Dataset.R

Co-authored-by: Nikita Titov <nekit94-08@mail.ru>

Co-authored-by: Nikita Titov <nekit94-08@mail.ru>
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This issue has been automatically locked since there has not been any recent activity since it was closed.
To start a new related discussion, open a new issue at https://github.com/microsoft/LightGBM/issues
including a reference to this.

@github-actions github-actions bot locked as resolved and limited conversation to collaborators Aug 16, 2023
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