This project builds predictive models to classify and predict asteroid characteristics and evaluates model performance.
- Implemented linear and logistic regression models
- Evaluated models using residual plots, ROC curves, and confusion matrices
- Interpreted model performance and insights
- Linear regression for numeric prediction
- Logistic regression for classification
- Comprehensive model evaluation using accuracy, sensitivity, and specificity
- Python
- Jupyter Notebook
- Pandas, Matplotlib, Seaborn, Numpy, Scikit-learn