--- Log opened Fri Dec 30 00:00:19 2011 | ||
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blackburn1 | heiko: how do you do? | 19:58 |
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heiko | hej blackburn | 19:59 |
heiko | I am fine :) | 19:59 |
heiko | and you? | 19:59 |
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puneetgoyal | blackburn: hi | 21:32 |
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blackburn | puneetgoyal: hi | 23:05 |
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puneetgoyal | blackburn: I have calculated the tf-idf values for every word in every payload of every email.....but I am confused on the representation of them | 23:07 |
blackburn | puneetgoyal: nice | 23:07 |
blackburn | well just store it as matrix | 23:07 |
blackburn | choose e.g. 10 of them | 23:07 |
blackburn | with highest tf-idf | 23:07 |
puneetgoyal | so should I consider the tf-idf value of a word for different documents, or take some average? | 23:08 |
puneetgoyal | I mean a lot of documents will have same word...and each of them will have a different value... | 23:09 |
blackburn | hmm yes | 23:09 |
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blackburn | I don't know what is the best way | 23:09 |
puneetgoyal | how will it work if we have different values for a same word.. | 23:10 |
blackburn | ehm? can't see any problem | 23:10 |
puneetgoyal | please elaborate | 23:10 |
blackburn | puneetgoyal: ok consider you have calculated td-idfs | 23:11 |
blackburn | then you can choose some of them | 23:12 |
blackburn | e.g. 3 | 23:12 |
blackburn | X,Y,Z | 23:12 |
puneetgoyal | ok | 23:12 |
blackburn | then feature vector for document | 23:12 |
blackburn | is tf-idfs of X,Y,Z respectively | 23:12 |
blackburn | got it? | 23:12 |
puneetgoyal | yeah | 23:12 |
blackburn | I am not sure it is the best way | 23:13 |
blackburn | but would work | 23:13 |
puneetgoyal | hmm..ok | 23:13 |
blackburn | the only heuristics is how to choose words | 23:14 |
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blackburn | cu | 23:21 |
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--- Log closed Sat Dec 31 00:00:19 2011 |
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