OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING
Abstract & Details
Research Area
Computer Science and Engineering
Keywords
Machine learning
Logistic Regression Random forest
Analysis
Prediction.
Abstract
This study presents an analysis of the Olympic Games using machine learning techniques. The Olympic Games represent a unique and extensive dataset of sports performance spanning over a century. In this research, we leverage machine learning algorithms to extract valuable insights from this data, such as predicting medal tally, country-wise analysis, athlete-wise analysis and overall analysis. The analysis begins with data pre-processing, including data collection, cleaning, and feature engineering. Various machine learning models are then applied to the dataset, including regression, classification, and clustering algorithms. These models are used to predict medal winners, classify athlete performance categories, and group similar sports disciplines based on historical data.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Manjushree M | P.E.S College of Engineering,Mandya |
| 2 | Kruthika Prasad | P.E.S College of Engineering,Mandya |
| 3 | Kishore R E | P.E.S College of Engineering,Mandya |
| 4 | Kashaf Khan K S | P.E.S College of Engineering,Mandya |
How to Cite
Use the following formats to cite this article in your research.
APA Style
M, Manjushree, Prasad, Kruthika, E, Kishore R, & S, Kashaf Khan K (2024). OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education, 10(3), 3028-3033.
MLA Style
M, Manjushree, et al. "OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, 2024, pp. 3028-3033.
IEEE Style
Manjushree M, Kruthika Prasad, Kishore R E, and Kashaf Khan K S, "OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, pp. 3028-3033, 2024.
Vancouver Style
M Manjushree, Prasad Kruthika, E Kishore R, S Kashaf Khan K. OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(3):3028-3033.
Harvard Style
M, Manjushree, Prasad, Kruthika, E, Kishore R, & S, Kashaf Khan K (2024) 'OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING', International Journal of Advance Research and Innovative Ideas In Education, 10(3), pp. 3028-3033.
Chicago Style
M, Manjushree, et al. "OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 3028-3033.
Turabian Style
M, Manjushree, et al. "OLYMPIC GAME ANALYSIS AND PREDICTION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 3028-3033.
Related Research
CYBERSECURITY WITH AI
PDF Unavailable
DESIGN AND IMPLEMENTATION OF A SECURE IMAGE STEGANOGRAPHY SYSTEM USING LSB AND CRYPTOGRAPHY
PDF Unavailable
A NOVEL HYBRID IMAGE STEGANOGRAPHY TECHNIQUE BASED ON LSB AND CRYPTOGRAPHIC SECURITY
PDF Unavailable
BioPrint AI: An Intelligent Deep Learning and Computer Vision Based Blood Group Identification System Using Fingerprint Patterns
PDF Unavailable
AnimalAid AI: A Deep Learning Powered Early Warning System for Detecting Skin Infections and Diseases in Stray Dogs
PDF Unavailable
LiverCare AI: Intelligent Medical Imaging Platform for Liver Tumor Detection and Clinical Guidance
PDF Unavailable