A Comparative Study of Agricultural Crop Yield Prediction Using Machine Learning Techniques

MU Maheswari, R Ramani - 2023 9th International Conference …, 2023 - ieeexplore.ieee.org
Agriculture is the most important factor for survival. Crop yield is a valuable component of
food security as the population continues to increase rapidly. Previously, crop and yield …

A Novel Approach for Effective Crop Production using Machine Learning

VT Chowdary, MR Joel, V Ebenezer… - … on Electronics and …, 2022 - ieeexplore.ieee.org
Agriculture has a big and crucial role in the growth of the country. As a result of climate
change, the agricultural scientific system is coping with a host of difficulties. Machine …

Comparative Analysis of Crop Yield Prediction Using Machine Learning

A Kumar, K Banerjee, P Kumar, K Aiman… - … on Advancement in …, 2023 - ieeexplore.ieee.org
Moreover half of the population of India relies on agriculture for a living, making it the
foundation of the nation's economy. Agriculture's future viability is now being threatened by …

An Advanced Strategy for Efficient Agricultural Production using Machine Learning

S Athinarayanan, R Selvi, K Rajakumari… - 2023 2nd …, 2023 - ieeexplore.ieee.org
Agriculture is very important to the prosperity of the country. Climate change has created a
variety of problems for the agricultural academic system. Since machine learning (ML) …

Crop Yield Prediction Using Machine Learning Approaches

D Bhagat, S Shah, RK Gupta - International Conference on Machine …, 2023 - Springer
Crop yield prediction plays an essential role in agricultural planning and decision-making.
The present research offers a comprehensive study into the use of machine learning …

An Efficient Machine Learning Technique for Crop Yield Prediction

N Singh, S Patel, S Dubey - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The field of agricultural research is flourishing, and the difficulties that lie ahead are being
overcome with the aid of technological development. It has been determined that this is very …

Analysis of crop yield prediction using machine learning algorithms

V Krishna, T Reddy, S Harsha, K Ramar… - 2022 2nd …, 2022 - ieeexplore.ieee.org
Agriculture is the backbone of any country. Totally 58% of the population is dependent on
agriculture, in 48% is directly dependent on it. India is one of the agricultural countries, its …

Machine Learning Approaches for Crop Yield Prediction-Review

A Bala - International Journal of Computer Engineering and …, 2020 - papers.ssrn.com
The agriculture is one of the factors in the growth of economy of our country. As changes in
environment, it has a great impact on production and maintenance of agriculture crops …

Crop yield prediction in Indian agriculture using machine learning

MR Cherukupalli, R Goli, TR Talakanti… - AIP Conference …, 2023 - pubs.aip.org
Agriculture has started from the time of civilization. It is one of the major activities that is
responsible for the Indian economic growth. The model we brought up will be able to …

Performance evaluation of best feature subsets for crop yield prediction using machine learning algorithms

MG PS - Applied Artificial Intelligence, 2019 - Taylor & Francis
The rapid innovations and liberalized market economy in agriculture demand accuracy in
Crop Yield Prediction (CYP). In accurate prediction, machine learning (ML) algorithms and …