Model Report

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📊 Model Report

Cross-validation metrics and input features for all trained model sets.

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📊 3-Day Model Ranking 3d

relMAE = relative MAE normalised by P90 capacity. ⭐ = best model set.

📊 10-Day Model Ranking 10d

relMAE = relative MAE normalised by P90 capacity. ⭐ = best model set.

📊 15-Day Model Ranking 15d

relMAE = relative MAE normalised by P90 capacity. ⭐ = best model set.

🔍 Model Input Features — best model per horizon

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This is open source.

J. F. Sánchez García, P. Bibiloni, and A. Oliver Tomàs, “Automatic Crowd Counting on the Beaches of the Balearic Islands Using Convolutional Neural Networks,” Frontiers in Artificial Intelligence and Applications. IOS Press, Sept. 22, 2025. doi: 10.3233/faia250604.

Based on the Final Degree Project of Juan Francisco Sánchez García “Monitoreo automático de la ocupación de las playas de las Islas Baleares”, defended at Universitat de les Illes Balears in the 2023-24 academic year.

This work is supported by the project PID2020-113870GB-I00 – “Desarrollo de herramientas de Soft Computing para la Ayuda al Diagnóstico Clínico y a la Gestión deEmergencias (HESOCODICE)” funded by MICIU/AEI/10.13039/501100011033/.