American Journal of Data Mining and Knowledge Discovery

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Volume 9, Issue 1, June 2024

  • Research Article

    Exploring a Novel Approach of K-mean Gradient Boosting Algorithm with PCA for Drought Prediction

    Babatunde Isaiah Ayinla*, Rasheedat Aderonke Abdulsalam

    Issue: Volume 9, Issue 1, June 2024
    Pages: 1-19
    Received: 11 June 2024
    Accepted: 8 July 2024
    Published: 23 July 2024
    DOI: 10.11648/j.ajdmkd.20240901.11
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    Abstract: Drought poses a significant threat to essential resources like food, land, and public health. Machine Learning (ML) has emerged as a powerful tool in weather forecasting, leveraging algorithms to predict weather phenomena with remarkable accuracy. ML models excel in navigating complex atmospheric systems, including those affected by climate change,... Show More