GATE WEKA interface

[Rasna Goenka]

Hello Everyone,
I am trying to do text mining with WEKA. As implied from previous posts WEKA doesnt to POS tagging, but another tool GATE has been suggested.
Can you help me with how to interface GATE using WEKA?
Thankyou,
--
Rasna Goenka
Second Yr Student
Department of Electrical Engineering
IIT Kharagpur

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[Peter Reutemann-3]

> I am trying to do text mining with WEKA. As implied from previous posts WEKA
> doesnt to POS tagging, but another tool GATE has been suggested.
> Can you help me with how to interface GATE using WEKA?

GATE already contains WEKA (through KEA). But they're using an old
version of KEA (3.0) and WEKA (3.4.6).

As GATE is a third-party tool, you will have to go through their
documentation and figure out how it works.

Cheers, Peter
--
Peter Reutemann, Dept. of Computer Science, University of Waikato, NZ
http://www.cs.waikato.ac.nz/~fracpete/           Ph. [phone]

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[Ashwin Ittoo]

Hi
what i usually is do all the pos-tagging with GATE or other similar
pos-taggers
save the results in a file
use this file for mining in weka (after converting to arff format, or
writing the pos-tagger results in arff format directly).


Peter Reutemann wrote:

>> I am trying to do text mining with WEKA. As implied from previous posts WEKA
>> doesnt to POS tagging, but another tool GATE has been suggested.
>> Can you help me with how to interface GATE using WEKA?
>>    
>
> GATE already contains WEKA (through KEA). But they're using an old
> version of KEA (3.0) and WEKA (3.4.6).
>
> As GATE is a third-party tool, you will have to go through their
> documentation and figure out how it works.
>
> Cheers, Peter
>  

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[Hugo Pinto-2]

Hello Rasna,

Check the GATE documentation under the Machine Learning API banner. It uses WEKA under the hood, and some other packages - such as libsvm,etc.
Otherwise, I secong Ittoo's suggestion - process the linguistic bits with GATE, then feed it into Weka. The advantage of doing all inside GATE is that the GUI is quite hand to examine your features, results,etc. In the end how to compose the tools will be a matter of your problem and interests.

Best,

--
Hugo Pinto
Senior AI Engineer
http://www.hugopinto.net
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