Neural Decision Tree: A New Tool for Building Forecast Models for Plasmasphere Dynamics
Abstract The Neural Decision Tree (NDT) is a hybrid supervised machine‐learning algorithm that combines the self‐limiting property of a decision tree (Classification and Regression Tree [CART]) algorithm with the artificial neural network. We demonstrate the use of NDT for a regression problem of bu...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
American Geophysical Union (AGU)
2022-07-01
|
Series: | Earth and Space Science |
Online Access: | https://doi.org/10.1029/2021EA002175 |