René's URL Explorer Experiment

{"@context":"https://schema.org","@type":"DiscussionForumPosting","headline":"Why teach method fits the data?","articleBody":"When you teach your Active Learner the queried instance and its label, instead of just adding these new instances to train dataset, it also fits the model with these newly labeled dataset. But this is unnecessary. Because in my case, when I learn the label of one instance, I learn the 300 (this number can vary) other instances label(since they share the same label) automatically. Therefore, I have to teach 300 new instances at each query iteration to the Active Learner which takes a lot time because of the fit method. For this reason, I believe that fitting the data should be performed only in query method.","author":{"url":"https://github.com/Efesencan","@type":"Person","name":"Efesencan"},"datePublished":"2020-08-03T20:51:15.000Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/CommentAction","userInteractionCount":4},"url":"https://github.com/95/modAL/issues/95"}