AlertaDengue / AlertaDengue/InfoDenguePredict

Train a single model per cluster

Offen
#45 2 Kommentare 0 Reaktionen 0 zugewiesene Personen Auf GitHub ansehen
enhancement
Vorherrschende Sprache
Jupyter Notebook
Sterne
8
Forks
8
PR-Merge-Kennzahlen
Keine gemergten PRs in 30 T.

Beschreibung

Currently we build one model per city. which is trained with the combined data from the cluster to which the city belongs to.
Although it sees the entire data (once) it is trained to minimize the prediction loss of a single city.

An alternative would be to using the same model train it to predict all the cities in the cluster, by running it through the data multiple times (once per each city)

Another possibility, would be to have it predict all cities at once by defining a multidimensional target of dimension `n_cities by pred_window`.

Beitragsleitfaden

Beitragsleitfaden öffnen

Bewertung

Dieses Issue wurde noch nicht bewertet.

Neue Issues direkt in Ihr Postfach

Eine kurze Übersicht über anfängerfreundliche GitHub-Issues.