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I have compared three machine learning algorithms for a small dataset of rainfall, namely Naive Bayes Classifier, Random Forest Classifier and Logistic Regression.
My detailed article on the same has been published in the official newsletter of Indian Meteorological Society of Ahmedabad Chapter: E-Megha’s monsoon issue (Page No. - 34), November 2022, which can be found in this repository.