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Boosting method implementation (LightGBM) #1264
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👋 Hi, I'm @docu-mentor, an LLM-powered GitHub app Simply create a new comment in this PR that says: @docu-mentor run and I will start my analysis. I only look at what you changed @docu-mentor run doc/ README.md In this example, I'll have a look at all files contained in the "doc/" |
All PEP8 errors has been fixed, thanks ❤️ Comment last updated at |
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🚀 Open code helper finished analysing your PR! 🚀 Take a look at your results: 的类的类的类的类的类的类的类的类的类的类的值的值的值的类的类的类的 This bot is powered by NVIDIA AI Foundation Models and Endpoints. |
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Codecov ReportAttention: Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## master #1264 +/- ##
==========================================
- Coverage 79.82% 79.77% -0.06%
==========================================
Files 150 146 -4
Lines 10322 10089 -233
==========================================
- Hits 8240 8048 -192
+ Misses 2082 2041 -41 ☔ View full report in Codecov by Sentry. |
План
Как работает
Реализован интерфейс fit/predict в родительском классе FedotLightGBMtImplementation
Код
Интерфейс fit/predict не поддерживает работу с внутренним типом данных
lightgbm.Dataset
, поэтому необходимо было найти обходной путь. В данном случае был использован тип данныхpandas.DataFrame
.Внутри интерфейса идёт преобразование
InputData
вpandas.DataFrame
(categorical_idx
становятсяcategory
, аnumerical_idx
становятсяfloat
)Код