Evovest / EvoTrees.jl

Boosted trees in Julia
https://evovest.github.io/EvoTrees.jl/dev/
Apache License 2.0
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L2 #264

Closed jeremiedb closed 7 months ago

jeremiedb commented 7 months ago

Add L2 regularization (behaves like XGBoost's lambda)

codecov[bot] commented 7 months ago

Codecov Report

Attention: 1 lines in your changes are missing coverage. Please review.

Comparison is base (cc1466e) 51.90% compared to head (ebd0668) 51.90%.

Additional details and impacted files ```diff @@ Coverage Diff @@ ## main #264 +/- ## ======================================= Coverage 51.90% 51.90% ======================================= Files 22 22 Lines 1944 1944 ======================================= Hits 1009 1009 Misses 935 935 ``` | [Files](https://app.codecov.io/gh/Evovest/EvoTrees.jl/pull/264?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None) | Coverage Δ | | |---|---|---| | [src/MLJ.jl](https://app.codecov.io/gh/Evovest/EvoTrees.jl/pull/264?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c3JjL01MSi5qbA==) | `88.88% <ø> (ø)` | | | [src/loss.jl](https://app.codecov.io/gh/Evovest/EvoTrees.jl/pull/264?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c3JjL2xvc3Muamw=) | `89.36% <100.00%> (ø)` | | | [src/models.jl](https://app.codecov.io/gh/Evovest/EvoTrees.jl/pull/264?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c3JjL21vZGVscy5qbA==) | `95.07% <ø> (ø)` | | | [src/predict.jl](https://app.codecov.io/gh/Evovest/EvoTrees.jl/pull/264?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c3JjL3ByZWRpY3Quamw=) | `92.24% <88.88%> (ø)` | |

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