A Comparative Study of Machine Learning Models with Hyperparameter Optimization Algorithm for Mapping Mineral Prospectivity - Lin, Nan; Chen, Yongliang; Liu, Haiqi; Liu, Hanlin (Minerals (Basel), 2021)
Keywords: Accuracy; Algorithms; Artificial intelligence; Bias; Comparative analysis; Comparative studies; Fault tolerance; Geology; Heuristic methods; Intelligence; Lagrange multiplier; Learning algorithms; Machine learning; Mapping; Mathematical models; Metallogenesis; Mineral deposits; Mineral resources; Model accuracy; Multilayer perceptrons; Neural networks; Optimization; Optimization algorithms; Performance evaluation; Probability distribution; Remote sensing; Search algorithms; Spatial data; Support vector machines; Swarm intelligence