Earthquake Prediction Dashboard with Future Forecasts

Model Status: Checking...

Algorithm: Logistic Regression

Task: Binary Classification (Major ≥6.0)

Features: Year, Latitude, Longitude, Depth, Magnitude

Training Data: USGS Historical Earthquake Catalog

P(major) = σ(β₀ + β₁x₁ + ... + βₙxₙ)

API: Disconnected

Low Risk (0-30%)

Medium (30-60%)

High (60-80%)

Very High (80-100%)

Map: Loading...

Real-time earthquake predictions from ML model

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