TechTowards Data Scienceabout 3 hours ago
Information Theory and Ensemble Models
1 min read
Traditional distance-based metrics like MSE no longer separate model performance effectively. An information theory framework using spectral entropy offers a new way to weight ensemble forecasts. Applied to inflation data, the entropy inference ensemble matched accuracy while achieving higher residual entropy than distance-based methods.
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