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Wikidata / soweego

Link Wikidata items to large catalogs
https://meta.wikimedia.org/wiki/Grants:Project/Hjfocs/soweego_2
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Add LogisticRegression as a classifier #365

Closed tupini07 closed 5 years ago

tupini07 commented 5 years ago

As per this comment https://github.com/Wikidata/soweego/issues/363#issuecomment-527420517 since we will not be using LSVM as part of our pool of classifiers for creating ensembles (because it doesn't provide us with the probabilities of the classes) we'll want to add a new classifier to the current pool so as to maintain diversity.

A common classifier used in ensembles is the LogisticRegression classifier.

tupini07 commented 5 years ago

This classifier is already implemented by recordlinkage.LogisticRegressionClassifier. We only need to integrate it in our current system