PlanetQuest: Exoplanet Detection using Machine Learning
PlanetQuest: Exoplanet Detection Using Machine Learning
Vansh Bhatt, Dr. Rajeev Kumar, Sushma Choudhary, Swati Singh | International Journal of Computer Techniques | Volume 12 Issue 3 | ISSN: 2394-2231
Abstract
This research investigates machine learning-driven exoplanet classification using NASA’s Kepler dataset, comparing Random Forest and Logistic Regression models…
Keywords
Exoplanet Detection, Transit Method, Machine Learning, Kepler Space Telescope, Classification Algorithms, Astronomical Data Analysis
Conclusion
The study confirms that Random Forest provides superior classification accuracy (99%) for exoplanet detection, reinforcing machine learning’s viability in astrophysics…
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