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Machine Learning Based Heart Disease Prediction System | Python Final Year IEEE Project
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Machine Learning Based Heart Disease Prediction System | Python Final Year IEEE Project.
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📌Project Title: Machine Learning Based Heart Disease Prediction System.
💡Implementation Code: Python.
🚀Algorithm / Model Used: Decision Tree Classifier.
🌐Web Framework: Flask.
🖥️Frontend: HTML, CSS, JavaScript.
💰Cost (In Indian Rupees): Rs.3000/.
📘Project Abstract:
👉Heart disease is a prevalent and life-threatening condition worldwide, necessitating accurate prediction systems for early diagnosis and intervention.
👉In this project, we present a machine learning-based heart disease prediction system developed using Python programming language. The system employs the Decision Tree Classifier algorithm to analyze a comprehensive dataset containing various attributes related to cardiovascular health.
👉The primary objective of this project is to leverage machine learning techniques to accurately predict the likelihood of heart disease occurrence in individuals based on their health parameters. 👉The Decision Tree Classifier algorithm is chosen for its interpretability and efficiency in handling both numerical and categorical data, making it suitable for medical diagnosis applications.
👉The developed system achieves an impressive accuracy of 96.10% in predicting heart disease, demonstrating its effectiveness in assisting healthcare professionals with early detection and risk assessment.
📌REFERENCE:
M. Snehith Raja; M. Anurag; Ch. Prachetan Reddy; Nageswara Rao Sirisala, “Machine Learning Based Heart Disease Prediction System”, IEEE Conference, 2021.
🏷️tags:
#python #pythonprojects #machinelearningproject #pythonprogramming #pythonprojectforbeginners #pythonprojectideas #pythonmachinelearning #machinelearning #machinelearningpython #finalyearproject #ieeeprojects #finalyearprojects #datascience #datascienceproject #artificialintelligenceproject #projects #deeplearning #deeplearningproject #computerscienceproject #deeplearningprojects #majorprojects #academicprojects #majorproject
(or)
To buy this project in ONLINE, Contact:
📌Project Title: Machine Learning Based Heart Disease Prediction System.
💡Implementation Code: Python.
🚀Algorithm / Model Used: Decision Tree Classifier.
🌐Web Framework: Flask.
🖥️Frontend: HTML, CSS, JavaScript.
💰Cost (In Indian Rupees): Rs.3000/.
📘Project Abstract:
👉Heart disease is a prevalent and life-threatening condition worldwide, necessitating accurate prediction systems for early diagnosis and intervention.
👉In this project, we present a machine learning-based heart disease prediction system developed using Python programming language. The system employs the Decision Tree Classifier algorithm to analyze a comprehensive dataset containing various attributes related to cardiovascular health.
👉The primary objective of this project is to leverage machine learning techniques to accurately predict the likelihood of heart disease occurrence in individuals based on their health parameters. 👉The Decision Tree Classifier algorithm is chosen for its interpretability and efficiency in handling both numerical and categorical data, making it suitable for medical diagnosis applications.
👉The developed system achieves an impressive accuracy of 96.10% in predicting heart disease, demonstrating its effectiveness in assisting healthcare professionals with early detection and risk assessment.
📌REFERENCE:
M. Snehith Raja; M. Anurag; Ch. Prachetan Reddy; Nageswara Rao Sirisala, “Machine Learning Based Heart Disease Prediction System”, IEEE Conference, 2021.
🏷️tags:
#python #pythonprojects #machinelearningproject #pythonprogramming #pythonprojectforbeginners #pythonprojectideas #pythonmachinelearning #machinelearning #machinelearningpython #finalyearproject #ieeeprojects #finalyearprojects #datascience #datascienceproject #artificialintelligenceproject #projects #deeplearning #deeplearningproject #computerscienceproject #deeplearningprojects #majorprojects #academicprojects #majorproject
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