... random forest and support vectors methods. Using these key parameters, the linear regression model allows obtaining an estimate on the interval of 4-7 hours with RMS ~4.5 TECU. The machine learning methods such as random forest, support vector method and gradient boosting allow to reduce RMS to 3-3.5 TECU. © 2018 Space Research Institute of the Russian Academy of Sciences. All rights reserved. нет
Теги: absolute total electron content , gradient boosting , machine learning , nowcasting , random forest , support vector machine
