InteliCrop: An Ensemble Model to Predict Crop using Machine Learning Algorithms Python IEEE Project

InteliCrop: An Ensemble Model to Predict Crop using Machine Learning Algorithms | Python IEEE Final Year Project. 🛒Buy Link: https://bit.ly/3IqCecX (or) To buy this project in ONLINE, Contact: 🔗Email: [email protected], 🌐Website: https://www.jpinfotech.org 📌Project Title: InteliCrop: An Ensemble Model to Predict Crop using Machine Learning Algorithms. 💡Implementation Code: Python. 🔬AAlgorithm / Model Used: Ensemble Model (VotingClassifier). Used three algorithm 1) Random Forest Classifier, 2) Logistic Regression, 3) Gradient Boosting Classifier. 🌐Web Framework: Flask. 🖥️Frontend: HTML, CSS, JavaScript. 💰Cost (In Indian Rupees): Rs.3000/. 📘Project Abstract: 👉This study presents an ensemble model for crop prediction that uses three machine learning algorithms, namely Random Forest Classifier, Logistic Regression, and Gradient Boosting Classifier. The proposed model employs the VotingClassifier ensemble method to combine the outputs of the individual algorithms and make more accurate predictions. 👉The dataset used in the study contains agricultural features such as temperature, rainfall, soil quality, and fertilization. The results indicate that the ensemble model achieves higher accuracy rates than the individual algorithms, indicating the efficacy of the proposed approach. 👉The study highlights the potential of machine learning in agricultural prediction and provides a practical solution for crop yield estimation. The proposed ensemble model can be useful for farmers and agricultural researchers to make informed decisions about crop management and optimization. 📌REFERENCE: Muppala Sunny Chowdhary, Jacob Jasper Roy Paga, Meera Gandhi, Sasmita S. Choudhury and SachiNandan Mohanty, “InteliCrop: An Ensemble Model to Predict Crop using Machine Learning Algorithms”, IEEE Conference, 2022. 🏷️tags: #python #pythonprojects #crop #predictions #machinelearningproject #pythonprogramming #pythonprojectforbeginners #pythonprojectideas #pythonmachinelearning #machinelearning #machinelearningpython #finalyearproject #ieeeprojects #finalyearprojects #datascience #datascienceproject #artificialintelligenceproject #projects #deeplearning #deeplearningproject #computerscienceproject #deeplearningprojects #majorprojects #academicprojects #majorprojects