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...

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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:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590197425000102
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