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"Word Vectors"
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I guess I am using the text plugin to create word vectors. I have the tutorial that Michael Wurst completed call "The Word Vector Tool and the RapidMiner Text Plugin". I can output a file that looks like the following
Trailer Lights
TRAILER MARKER LIGHTS WILL NOT WORK WHEN TRUCK LIGHTS ARE ONDEFECTIVE TRAILER CORD R&R TRAILER CORD 3 1
CHECK TRAILER PLUGS FOR PROPER WIRING TRACE PROBLE TO LOCK ON PLUG CONNECTOR AT BACK OF SLEEPER 1 0
CONDITION:NO POWER TO TRAILER LIGHTS CAUSE:CHECKED TRAILER CORD (OK) TRACED WIRING FROM BACK OF 2 1
Question I have....a true word vector from what I understand is to also have the words in the first column a words that are next to each other also count?
an example base on the comment lines would be
Trailer Lights Cord Plug Sleeper
Trailer 6 1 2 0 0
Lights 6 3 0 0 0
Cord 3 0 3 0 0
Plug 1 0 0 2 0
Sleeper 0 0 0 0 1
Has anybody done this?
Trailer Lights
TRAILER MARKER LIGHTS WILL NOT WORK WHEN TRUCK LIGHTS ARE ONDEFECTIVE TRAILER CORD R&R TRAILER CORD 3 1
CHECK TRAILER PLUGS FOR PROPER WIRING TRACE PROBLE TO LOCK ON PLUG CONNECTOR AT BACK OF SLEEPER 1 0
CONDITION:NO POWER TO TRAILER LIGHTS CAUSE:CHECKED TRAILER CORD (OK) TRACED WIRING FROM BACK OF 2 1
Question I have....a true word vector from what I understand is to also have the words in the first column a words that are next to each other also count?
an example base on the comment lines would be
Trailer Lights Cord Plug Sleeper
Trailer 6 1 2 0 0
Lights 6 3 0 0 0
Cord 3 0 3 0 0
Plug 1 0 0 2 0
Sleeper 0 0 0 0 1
Has anybody done this?
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Answers
I'm not sure if I understood what you are trying to explain. But I'm quite sure that a word vector consists of a vector and hence does only provide one number per word. What you showed as example somehow looks more like a matrix.
In principle each word of a text is counted within the word vector. But some words might be to infrequent and are discarded totally because they only exist in one text at all...
Greetings,
Sebastian