Mineral grade estimation using gradient boosting regression trees
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Mining, Reclamation and Environment"
DOI: 10.1080/17480930.2021.1949863
Abstract: Resources estimation is one of the critical tasks to evaluate the economic feasibility of a mineral deposit. Traditional prediction workflows, which often involve kriging and inverse distance weigh... read more here.
Keywords: mineral grade; estimation using; boosting regression; grade estimation ... See more keywords
Prediction of Ecofriendly Concrete Compressive Strength Using Gradient Boosting Regression Tree Combined with GridSearchCV Hyperparameter-Optimization Techniques
Sign Up to like & getrecommendations! Published in 2022 at "Materials"
DOI: 10.3390/ma15217432
Abstract: A crucial factor in the efficient design of concrete sustainable buildings is the compressive strength (Cs) of eco-friendly concrete. In this work, a hybrid model of Gradient Boosting Regression Tree (GBRT) with grid search cross-validation… read more here.
Keywords: strength; regression tree; boosting regression; model ... See more keywords