An ASSESSMENT OF EPILEPSY DISORDER USING NUMEROUS MACHINE LEARNING ALGORITHIMS
Abstract & Details
Research Area
Computer Engineering
Keywords
Epileptic seizure
K-nearest neighbour
Support vector machine
Abstract
Epileptic seizures are caused by brain abnormalities that can have a negative impact on the patient's health. The key obstacles in epilepsy prediction systems are seen to be feature selection and categorization. The support vector Machine algorithms (SVM), K-Nearest Neighbor (K-NN), Decision Tree, and Random Forest algorithms, are used. Many approaches based on various characteristics and classifiers have been presented in this work. The approaches will provide a thorough grasp of seizure prediction as well as suggestions for further research.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Pooja Chandrakant Panhale. | Phaltan Education Societys College of Engineering, Phaltan |
| 2 | Samrudhi Manik Pawar. | Phaltan Education Societys College of Engineering, Phaltan |
| 3 | Anita Barikrao Nikam. | Phaltan Education Societys College of Engineering, Phaltan |
| 4 | Shivanjali Jitendra Ahiwale. | Phaltan Education Societys College of Engineering, Phaltan |
| 5 | Pradip Nanasaheb Shendge | Phaltan Education Societys College of Engineering, Phaltan |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Panhale., Pooja Chandrakant, Pawar., Samrudhi Manik, Nikam., Anita Barikrao, Ahiwale., Shivanjali Jitendra, & Shendge, Pradip Nanasaheb (2022). An ASSESSMENT OF EPILEPSY DISORDER USING NUMEROUS MACHINE LEARNING ALGORITHIMS. International Journal of Advance Research and Innovative Ideas In Education, 8(3), 2316-2318.
MLA Style
Panhale., Pooja Chandrakant, et al. "An ASSESSMENT OF EPILEPSY DISORDER USING NUMEROUS MACHINE LEARNING ALGORITHIMS." International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 3, 2022, pp. 2316-2318.
IEEE Style
Pooja Chandrakant Panhale., Samrudhi Manik Pawar., Anita Barikrao Nikam., Shivanjali Jitendra Ahiwale., and Pradip Nanasaheb Shendge, "An ASSESSMENT OF EPILEPSY DISORDER USING NUMEROUS MACHINE LEARNING ALGORITHIMS," International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 3, pp. 2316-2318, 2022.
Vancouver Style
Panhale. Pooja Chandrakant, Pawar. Samrudhi Manik, Nikam. Anita Barikrao, Ahiwale. Shivanjali Jitendra, Shendge Pradip Nanasaheb. An ASSESSMENT OF EPILEPSY DISORDER USING NUMEROUS MACHINE LEARNING ALGORITHIMS. International Journal of Advance Research and Innovative Ideas In Education. 2022;8(3):2316-2318.
Harvard Style
Panhale., Pooja Chandrakant, Pawar., Samrudhi Manik, Nikam., Anita Barikrao, Ahiwale., Shivanjali Jitendra, & Shendge, Pradip Nanasaheb (2022) 'An ASSESSMENT OF EPILEPSY DISORDER USING NUMEROUS MACHINE LEARNING ALGORITHIMS', International Journal of Advance Research and Innovative Ideas In Education, 8(3), pp. 2316-2318.
Chicago Style
Panhale., Pooja Chandrakant, et al. "An ASSESSMENT OF EPILEPSY DISORDER USING NUMEROUS MACHINE LEARNING ALGORITHIMS." International Journal of Advance Research and Innovative Ideas In Education 8, no. 3 (2022): 2316-2318.
Turabian Style
Panhale., Pooja Chandrakant, et al. "An ASSESSMENT OF EPILEPSY DISORDER USING NUMEROUS MACHINE LEARNING ALGORITHIMS." International Journal of Advance Research and Innovative Ideas In Education 8, no. 3 (2022): 2316-2318.
Related Research
Comprehensive Review of Existing Chatbot Systems for Career Assistance, Resume Support, and ATS-Aware Guidance
PDF Unavailable
Development of an AI-Powered Multimodal Web Assistant with Intelligent Resume Building and ATS Enhancement
PDF Unavailable
A Deep Learning-Based Framework for Mood-Oriented Music Recommendation Using Facial Expression Analysis
PDF Unavailable
Survey On : Intelligent Payroll and Human Resource Management Systems: A Systematic Review of Automation, Security, and Analytics
PDF Unavailable
Civic Engagement & Empowerment Platform
PDF Unavailable
Recent Developments in Microneedle Technology and Its Diverse Biomedical Applications
PDF Unavailable
RAG System Development with Pydantic AI ChromaDB & Groq
PDF Unavailable
Machine Learning Based Early Stage Diabetes Detection System
PDF Unavailable
A Survey on Skillsense:AI Career Analyzer App
PDF Unavailable
Employee Performance Portal
PDF Unavailable