K-Fold Cross-Validation: An Effective Hyperparameter Tuning Technique in Machine Learning on GNSS Time Series for Movement Forecast
Nhung Le, Benjamin Männel, Mihaela Jarema, Thanh Thạch Lương, Luyen K. Bui, Hai Quoc Vy, Harald Schuh
2024Advances in Science, Technology & Innovation/Advances in science, technology & innovation11 citationsDOI
Topics & Concepts
OverfittingHyperparameterGNSS applicationsCross-validationSeries (stratigraphy)Computer scienceAlgorithmMachine learningArtificial intelligenceTime seriesGlobal Positioning SystemArtificial neural networkGeologyPaleontologyTelecommunicationsGNSS positioning and interferenceTime Series Analysis and ForecastingGeophysics and Gravity Measurements