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splitting learning of parameters ndoc and docfreq from weightModel and using those parameters in function weightSMART2

Alexandre Tadros added 3 commits June 12, 2019 17:43
…x learned parameters, namely the document frequency and the dictionary. But it will be more flexible to implement this logic in the `TermDocumentMatrix.VCorpus` function to keep track of every term document frequency, and apply all filters and normalizations in prediction
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