Skillful prediction of Indian Ocean Dipole index using machine learning models

Skillful prediction of Indian Ocean Dipole index using machine learning models

In this study, we evaluated six machine learning models for their skill in predicting the Indian Ocean Dipole (IOD). The results based on the IOD index predictions at 1–8 month lead time indicate that the AdaBoost model with Multi-Layer Perceptron as the base estimator, AdaBoost(MLP), to perform bet...

Full description

Saved in:
Bibliographic Details
Main Authors: J.V. Ratnam, Swadhin K. Behera, Masami Nonaka, Kalpesh R. Patil
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Applied Computing and Geosciences
Subjects:
Boosting
Bootstrapping
SSH
Online Access:http://www.sciencedirect.com/science/article/pii/S2590197425000102
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items