GitHub / KhushiRajurkar / Exoplanet-Habitability-Prediction-Model
Predicts whether an exoplanet is habitable using ML. Handles class imbalance with ADASYN, tests multiple models, and saves the best one. Includes confusion matrices, ROC curves, and a clean Jupyter notebook
JSON API: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KhushiRajurkar%2FExoplanet-Habitability-Prediction-Model
PURL: pkg:github/KhushiRajurkar/Exoplanet-Habitability-Prediction-Model
Stars: 0
Forks: 0
Open issues: 0
License: mit
Language: Jupyter Notebook
Size: 7.7 MB
Dependencies parsed at: Pending
Created at: 5 months ago
Updated at: 3 months ago
Pushed at: 3 months ago
Last synced at: about 2 months ago
Topics: adasyn, astroinformatics, confusion-matrix, exoplanets, logistic-regression, machine-learning, multiclass-classification, python, roc-curve, scikit-learn, smote