gradient boosting
PulseAugur coverage of gradient boosting — every cluster mentioning gradient boosting across labs, papers, and developer communities, ranked by signal.
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Machine learning predicts rare pregnancy disorder using lab data
Researchers have developed a machine learning model capable of predicting pregnancy-associated thrombotic microangiopathy (P-TMA) using routine longitudinal laboratory data. The gradient boosting model achieved an AUROC…
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Machine learning predicts fetal birthweight, but paper withdrawn
A research paper explored using advanced machine learning techniques to predict fetal birth weight from high-dimensional data, aiming to improve upon traditional models. The study employed imputation strategies and supe…
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New MANN method enhances gradient boosting with neural networks for diverse data
Researchers have introduced Multiple Additive Neural Networks (MANN), a novel methodology that replaces decision trees with shallow neural networks in the Gradient Boosting framework. This approach integrates Convolutio…