> Now, my impression is that scope_train defines a window around the target
> word from which features can be selected. And that scope_test defines a
> window around a test instance that indicates which words will contribute
> vectors to the averaged vector that represents the context (in order 2 at
> least). In the case of order 1, scope_test indicate a window of words in
> which features are identified.
> Is all of that accurate?

Exactly!


> If so, on to the question. What if you are using a single data file as
> both your test and training data. In other words, you are extracting

Effect remains same. You can still specify two separate scope values.
discriminate runs windower twice and makes a copy of the test file
and uses that for training if you dont specify a separate training file.

Good question, I have got confused on this too!

Amruta



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