Global ionospheric total electron content short-term forecast based on Light Gradient Boosting Machine, Extreme Gradient Boosting, and Gradient Boost Regression
Suneetha Emmela, V. Rama Lahari, B. Anusha, D. Bhavana, Yury Yasyukevich, Vladislav Demyanov, D. Venkata Ratnam
Topics & Concepts
Gradient boostingBoosting (machine learning)IonosphereTerm (time)RegressionTotal electron contentComputer sciencePhysicsTECArtificial intelligenceMathematicsStatisticsGeophysicsRandom forestQuantum mechanicsIonosphere and magnetosphere dynamicsEarthquake Detection and AnalysisGrey System Theory Applications