Tag: gradient boosting

An eight-year synthesis of in situ measurements provides the first direct evidence that the Great Barrier Reef enriches the air ...

Researchers in Cyprus used classical machine learning and GraphSAGE-based graph representation learning to predict missing transmission links in COVID-19 infection ...

A new Machine Learning study shows that greedy decision tree algorithms can stall with zero purity gain, and introduces grid-based ...

Researchers in Thailand combined a cross-linked gelatin and alginate thin film embedded with surfactant-modified montmorillonite with gradient boosting algorithms to ...

Researchers have built an AI framework that forecasts demand for individual live-streaming shopping sessions and uses reinforcement learning to automatically ...

A new study of Bangladesh's 2024 Feni flash flood shows that standard flood-susceptibility machine learning inflates accuracy through spatial leakage ...

Researchers trained six machine learning models on 2,048 laboratory records and found gradient boosting predicts the compressive strength of cement-free ...

A hybrid Monte Carlo and ensemble machine learning framework achieves an F2 score of 0.808 and AUC-ROC of 0.981 on ...

A new decision-aware framework that couples demand prediction, simulation calibration, and robustness verification lifted JD.com's order fulfillment rate to 92.4 ...

Researchers have developed a gradient boosting method that learns sparse oblique rules, producing simpler and more interpretable prediction models with ...