Asteroid Dataset: Predictive Modeling

This project builds predictive models to classify and predict asteroid characteristics and evaluates model performance.

Description

• Implemented linear and logistic regression models
• Evaluated models using residual plots, ROC curves, and confusion matrices
• Interpreted model performance and insights

Key Features

• Linear regression for numeric prediction
• Logistic regression for classification
• Comprehensive model evaluation using accuracy, sensitivity, and specificity

Tech Stack

• Python
• Jupyter Notebook
• Pandas, Matplotlib, Seaborn, Numpy, Scikit-learn