JOURNAL ARTICLE

A Prediction of Crop Yield using Machine Learning Algorithm

L. Mary GladenceK. Raghavendra ReddyM. Prudhvidhar ReddyMercy Paul SelvanRefonaa

Year: 2021 Journal:   2021 5th International Conference on Trends in Electronics and Informatics (ICOEI) Pages: 1072-1077

Abstract

Fertilizer value features a positive practical significance for guiding agricultural production and notifies the change in market rate of fertilizer to the farmer. This research work proposes an information analysis technology to update the speed change through notification. The notifications are sent immediately, when the speed of the fertilizers modified within the market. So, the standard of the fertilizers is identified by using ranking process. By this process, the speed of the inferiority and high-quality fertilizer is additionally notified. The usage of ensemble of classifiers leverages a stronger decision on prediction because of the usage of multiple classifiers.

Keywords:
Ranking (information retrieval) Computer science Machine learning Production (economics) Artificial intelligence Fertilizer Agricultural engineering Process (computing) Yield (engineering) Work (physics) Agriculture Crop yield Algorithm Engineering Agronomy

Metrics

3
Cited By
0.93
FWCI (Field Weighted Citation Impact)
16
Refs
0.68
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Smart Agriculture and AI
Life Sciences →  Agricultural and Biological Sciences →  Plant Science

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