1) This might sound like a basic question, but when performing a partial_fit in SGD Classifiers, does the new data to train on have to be in the categories that are already in the set? Or conversely, if I come across/ want to add a few documents(in a document classifier example) in a new category to the classifier would partial_fit be correct and work fine or do I have to re- fit the model. 2) Will there be a interface for online learning in OnevsRestClassifier?
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