2025 / Time Series

AI-Powered Multi-Class Earthquake Magnitude Prediction

AI-powered multi-class earthquake magnitude prediction using ensemble ML models

Primary URL projects/ai-powered-multi-class-earthquake-magnitude-prediction/

Owner Kholipha Ahmmad Al-Amin

Best query match AI-Powered Multi-Class Earthquake Magnitude Prediction 2025

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Project overview

An AI-powered system for predicting earthquake magnitudes across multiple classes using ensemble ML models with advanced feature engineering from seismic data.

Key capabilities

Multi-class magnitude classification

Ensemble model comparison

Seismic data feature engineering

Prediction accuracy optimization

Technology stack

Python

XGBoost

Scikit-learn

Pandas

NumPy

Matplotlib

Seaborn

Resources

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Open resource

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