Latest updates for Xgboost

Fresh curated links around xgboost are collected here so marketers can spot useful updates and turn timely ideas into posts faster.

Recent items include:

  • Разбираемся в ML без воды: от базы до Attention. Часть 11: Градиентный бустинг
  • I Pitted XGBoost Against Logistic Regression on 358 Matches. The Boring Model Won.
  • An XGBoost Property Valuation Postmortem: Leakage, Overfitting, and SHAP Surprises

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habr.com /1 month ago

Разбираемся в ML без воды: от базы до Attention. Часть 11: Градиентный бустинг

В десятой части при изучении случайного леса мы наткнулись на проблему: переход от одиночного дерева к лесу частично снизил дисперсию, но вопрос со смещением остался открытым. Сего...

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towardsdatascience.com /4 weeks ago

I Pitted XGBoost Against Logistic Regression on 358 Matches. The Boring Model Won.

A concrete bias–variance lesson: why the smallest model had the best cross-validated fit, and how to know when to reach for the big hammer. The post I Pitted XGBoost Against Logist...

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dzone.com /2 weeks ago

An XGBoost Property Valuation Postmortem: Leakage, Overfitting, and SHAP Surprises

I spent the last few months building a property valuation engine for Orlando. The goal was to beat a basic baseline (median price per square foot) using XGBoost. My v1 model looked...

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habr.com

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towardsdatascience.com

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