MG PS, R Bhargavi - International Journal of Agricultural and …, 2019 - igi-global.com
In agriculture, crop yield prediction is critical. Crop yield depends on various features including geographic, climate and biological. This research article discusses five Feature …
A Mehla, S Singh Deora… - Indian Journal …, 2023 - sciresol.s3.us-east-2.amazonaws …
Objective: To analyze the impact of various factors on crop yield and provide insights for improving crop production in the region. Methods: This research employs feature selection …
Crop cultivation prediction is an integral part of agriculture and is primarily based on factors such as soil, environmental features like rainfall and temperature, and the quantum of …
Predicting crop yield is highly significant in the agricultural domain. Research on accurate prediction of various crop yields is a worthwhile task due to the lack of agricultural data …
The machine learning algorithm's productivity relies on the features selected for the analysis. Feature selection is the important pre-processing step in the data analysis, especially for the …
M Varma, A Lama, KN Singh, B Gurung - Curr Sci, 2023 - researchgate.net
As crop yield is determined by numerous input parameters, it is important to identify the most important variables/parameters and eliminate those that may reduce the accuracy of the …
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 …
PSM Gopal, R Bhargavi - Applied Engineering in Agriculture, 2019 - elibrary.asabe.org
In agriculture, crop yield prediction is critical. Crop yield depends on various features which can be categorized as geographical, climatic, and biological. Geographical features consist …
The innovation in science and technical knowledge has prompted an enormous amount of information for the agrarian sector. Machine learning has risen with massive processing …