Find best hyperparameters for all catalogs/entities

Wikidata / soweego

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Find best hyperparameters for all catalogs/entities #362

Open tupini07 opened 4 years ago

tupini07 commented 4 years ago

We found the hyperparameters which performed best for discogs/musician in issue #361. This issue is to be a more in depth investigation, in which we find the best performing hyperparameters for all combinations of catalog/entities, for all classifiers.

[ ] discogs/band
[ ] discogs/musician
[ ] musicbrainz/band
[ ] musicbrainz/musician
[ ] imdb/actor
[ ] imdb/director
[ ] imdb/musician
[ ] imdb/producer
[ ] imdb/writer

tupini07 commented 4 years ago

As an idea: if hyperparameters are substantially different across catalog/entities, then we could load the different hyperparameters dynamically depending on which catalog/entity soweego is processing at a given time.