Quantile regression forest consistently achieves the lowest pinball loss and effect of split criterion on QRF is minimal. This shows the advantage instability and generalization over single-tree ...

Abstract: The current econometric models have the disadvantages of low prediction accuracy and poor model fitting effect. To solve these problems, this study combines Markov chain Monte Carlo ...

Climate scientists love trees, but forests are creating a massive blind spot in our predictions. From carbon sinks to permafrost, this video reveals why our models might be way off...and what that ...

The final, formatted version of the article will be published soon. Objective: To measure and decompose health opportunity inequality among middle-aged and elderly patients with cardiovascular and ...

The 30th Conference of the Parties to the United Nation Framework Convention of Climate Change (COP30) is underway in Belém, Brazil, drawing global attention to the existential threat that is climate ...

This research project conducts a comprehensive comparative study of Random Forest and Gradient-Boosted Trees (XGBoost, CatBoost, and LightGBM) for predicting Indonesian public university tuition fees ...

A new landmark has opened in Dubai that brings together desert architecture and forest living. Designed by Beijing-based architecture studio aoe, working in collaboration with Dubai’s STUDIOI, the ...

KEWEENAW COUNTY, MI - A large swath of Northwoods on Michigan’s Keweenaw Peninsula could become the proving grounds for a unique model of forest management that puts locals in the driver’s seat for ...

ABSTRACT: Biogas is gaining prominence as a renewable energy source with significant potential to reduce greenhouse gas emissions and mitigate environmental impacts associated with fossil fuels. This ...