In order to make a comparison, it was decided to run the same trainings using the same models and datasets on only 10 ICAOs, the most recurring ones within the entire dataset.
Training on 10 ICAOS: LSZH, LTBA, LEBL, EKCH, ENGM, LOWW, LTFJ, EGKK, LFPO, ESSA
Trained on 227 ICAOS
Trained on 10 ICAOS
Trained on 227 ICAOS
Trained on 10 ICAOS
The model should be refined for being used in a real environment. The performance related to some airports should be improved.
Soul Software model’s results are comparable with the those provided by Eurocontrol in the 2021.
The performance should improve through an enrichment of the dataset with weather information, airports features, etc...
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