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JuliaAI / Imbalance.jl

A Julia toolbox with resampling methods to correct for class imbalance.
https://juliaai.github.io/Imbalance.jl/dev/
MIT License
28 stars 1 forks source link

For 0.1.1 release #61

Closed EssamWisam closed 11 months ago

EssamWisam commented 11 months ago

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codecov[bot] commented 11 months ago

Codecov Report

Attention: 22 lines in your changes are missing coverage. Please review.

Comparison is base (581e16e) 90.79% compared to head (bc3a569) 95.14%.

Additional details and impacted files ```diff @@ Coverage Diff @@ ## master #61 +/- ## ========================================== + Coverage 90.79% 95.14% +4.35% ========================================== Files 25 42 +17 Lines 554 886 +332 ========================================== + Hits 503 843 +340 + Misses 51 43 -8 ``` | [Files](https://app.codecov.io/gh/JuliaAI/Imbalance.jl/pull/61?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=JuliaAI) | Coverage Δ | | |---|---|---| | [src/class\_counts.jl](https://app.codecov.io/gh/JuliaAI/Imbalance.jl/pull/61?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=JuliaAI#diff-c3JjL2NsYXNzX2NvdW50cy5qbA==) | `100.00% <100.00%> (ø)` | | | [src/common/errors.jl](https://app.codecov.io/gh/JuliaAI/Imbalance.jl/pull/61?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=JuliaAI#diff-c3JjL2NvbW1vbi9lcnJvcnMuamw=) | `100.00% <100.00%> (ø)` | | | [src/common/utils.jl](https://app.codecov.io/gh/JuliaAI/Imbalance.jl/pull/61?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=JuliaAI#diff-c3JjL2NvbW1vbi91dGlscy5qbA==) | `100.00% <100.00%> (ø)` | | | [src/distance\_metrics/mvdm.jl](https://app.codecov.io/gh/JuliaAI/Imbalance.jl/pull/61?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=JuliaAI#diff-c3JjL2Rpc3RhbmNlX21ldHJpY3MvbXZkbS5qbA==) | `100.00% <ø> (ø)` | | | [src/generic\_resample.jl](https://app.codecov.io/gh/JuliaAI/Imbalance.jl/pull/61?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=JuliaAI#diff-c3JjL2dlbmVyaWNfcmVzYW1wbGUuamw=) | `100.00% <100.00%> (+55.81%)` | :arrow_up: | | [...ing\_methods/borderline\_smote1/borderline\_smote1.jl](https://app.codecov.io/gh/JuliaAI/Imbalance.jl/pull/61?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=JuliaAI#diff-c3JjL292ZXJzYW1wbGluZ19tZXRob2RzL2JvcmRlcmxpbmVfc21vdGUxL2JvcmRlcmxpbmVfc21vdGUxLmps) | `100.00% <100.00%> (ø)` | | | [...ampling\_methods/random\_oversample/interface\_mlj.jl](https://app.codecov.io/gh/JuliaAI/Imbalance.jl/pull/61?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=JuliaAI#diff-c3JjL292ZXJzYW1wbGluZ19tZXRob2RzL3JhbmRvbV9vdmVyc2FtcGxlL2ludGVyZmFjZV9tbGouamw=) | `80.00% <100.00%> (ø)` | | | [...ling\_methods/random\_oversample/interface\_tables.jl](https://app.codecov.io/gh/JuliaAI/Imbalance.jl/pull/61?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=JuliaAI#diff-c3JjL292ZXJzYW1wbGluZ19tZXRob2RzL3JhbmRvbV9vdmVyc2FtcGxlL2ludGVyZmFjZV90YWJsZXMuamw=) | `70.00% <100.00%> (ø)` | | | [...ing\_methods/random\_oversample/random\_oversample.jl](https://app.codecov.io/gh/JuliaAI/Imbalance.jl/pull/61?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=JuliaAI#diff-c3JjL292ZXJzYW1wbGluZ19tZXRob2RzL3JhbmRvbV9vdmVyc2FtcGxlL3JhbmRvbV9vdmVyc2FtcGxlLmps) | `100.00% <ø> (ø)` | | | [src/oversampling\_methods/rose/interface\_tables.jl](https://app.codecov.io/gh/JuliaAI/Imbalance.jl/pull/61?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=JuliaAI#diff-c3JjL292ZXJzYW1wbGluZ19tZXRob2RzL3Jvc2UvaW50ZXJmYWNlX3RhYmxlcy5qbA==) | `90.00% <100.00%> (ø)` | | | ... and [30 more](https://app.codecov.io/gh/JuliaAI/Imbalance.jl/pull/61?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=JuliaAI) | |

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