TST Adjust learning rate to compare with LightGBM 3.X #21082
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lorentzenchr
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Sep 19, 2021
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| # TODO: Used decimal=2 when seed=0. acc_sklearn is 0.02 higher than | ||
| # acc_lightgbm with seed=0 | ||
| decimal = 1 if seed == 0 else 2 | ||
| np.testing.assert_almost_equal(acc_lightgbm, acc_sklearn, decimal=decimal) |
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In principle, I'm against seed dependent test tolerances. Can this situation be improved?
Co-authored-by: Christian Lorentzen <[email protected]>
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We might want to backport this for 1.0.1. |
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…1082) Co-authored-by: Christian Lorentzen <[email protected]>
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Co-authored-by: Christian Lorentzen <[email protected]>
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…1082) Co-authored-by: Christian Lorentzen <[email protected]>
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Reference Issues/PRs
Closes #18316 (comment)
What does this implement/fix? Explain your changes.
Adds the scaling factor for
learning_ratewhen comparing with lightgbm and multiclass tasks.Any other comments?
This PR will enable us to compare interaction constraints in the CI in PR #21020 (as stated in #18316 (comment)).
CC @lorentzenchr @ogrisel