Prediction of fetal weight at varying gestational age in the absence of ultrasound examination using ensemble learning

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

XGBoost

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Computing, Computer Science, Data Science +15

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

LightGBM: A Highly Efficient Gradient Boosting Decision Tree

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XGBoost: A Scalable Tree Boosting System

arXiv (Cornell University) · 2016 · 7.1K citations · Full text

Computing, Computer Science, Data Science +16