Should we drop urls alto gether from the messages

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Consider the treatment of URLs in the text cleaning in find Msg Words () of Section 3.5.3. Notice that this function often turns a URL into gibberish. Should we drop URLs alto gether from the messages or should we try to keep the URL as one whole "word"? Why might these alternatives be better or worse than the approach taken in Section 3.5.3? Try one of these alternatives and compare it to the approach of that section to see if it improves the classification.

Reference no: EM131082536

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