PlanetQuest: Exoplanet Detection using Machine Learning

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…

References

  1. Identifying Exoplanets with Machine Learning Methods
  2. Exoplanet Validation via Neural Networks

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