Keywords: crop production, crop prediction, agricultural data processing, machine learning, ensemble learning. Citation: Hasan M, Marjan MA, Uddin MP, Afjal MI, Kardy S, Ma S and Nam Y (2023) Ensemble ...

Machine learning techniques to develop a system for crop recommendation and yield prediction, aimed at supporting data-driven agricultural decision-making. Exploratory data analysis (EDA) is conducted ...

The system analyzes soil images to classify soil types using a Convolutional Neural Network (CNN). Based on the soil type, it recommends suitable crops using Random Forest and XGBoost algorithms. It ...

This research paper addresses the critical challenges in agricultural crop recommendation systems through machine learning approaches. Current systems face significant limitations including limited ...