Ensemble Machine Learning for Seismic PGA Prediction

Random Forest: R² = 0.8573
Gradient Boosting: R² = 0.857
Stacked (Meta: LR): R² = 0.868

Based on: "Ensemble machine learning models for predictive analysis: Application to seismic ground motion data"[cite: 12].

Results [cite: 166, 202, 220]

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
.github/workflows		.github/workflows
src		src
LICENSE		LICENSE
README.md		README.md
generate_parya_project.py		generate_parya_project.py
main.py		main.py
requirements.txt		requirements.txt
seismic_data.csv		seismic_data.csv
setup_project.py		setup_project.py
setup_repo.sh		setup_repo.sh