Prognostication of Weather Patterns using Meteorological Data and ML Techniques
Saksham Mathur,
Sanjeev Kumar,
Tanupriya Choudhury
Abstract:In the field of modern weather prediction, the accurate classification is essential, impacting critical sectors such as agriculture, aviation, and water resource management. This research presents a weather forecasting model employing two influential classifiers random forest and technique based on gradient boosting, both implemented using the Scikit-learn library. Evaluation is based on key metrics including F1 score, accuracy, recall, and precision, with Gradient Boosting emerging as the superior choice for … Show more
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