First normalize your input, e.g. s/\W+/ /g.

Then count up words for each message using a hash table, and add those together for your whole corpus. From there, you should be able to calculate TF/IDF scores, which sounds like a homework problem.

In reply to Re: Using Word Tokens as Features by educated_foo
in thread Using Word Tokens as Features by Anonymous Monk

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