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Which algorithm has been implemented in the forward selection (feature selection) operator?
daniel_sonnet
Hi there, I was wondering if anybody knows which algorithm has been implemented in the feature selection forward operator. I am asking because I am writing a paper and use this operator to come up with a set of features. I already know how forward selection works and it works fine, but it would be great to cite the paper which has been used to implement the algorithm.
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sgenzer
cc
@IngoRM
IngoRM
Phew. That was a long time ago. Since the algorithm is not THAT complex, I am assuming that we did not follow any particular paper when we implemented this. But if I remember correctly, the following was pretty much one of the first papers I read on that topic so it is safe to assume that we got some inspiration at least from there:
R. Kohavi and G. John. Wrappers for feature selection.Artificial Intelligence, 97(1-2):273–324,
December 1997.
Hope this helps,
Ingo
All comments
sgenzer
cc
@IngoRM
IngoRM
Phew. That was a long time ago. Since the algorithm is not THAT complex, I am assuming that we did not follow any particular paper when we implemented this. But if I remember correctly, the following was pretty much one of the first papers I read on that topic so it is safe to assume that we got some inspiration at least from there:
R. Kohavi and G. John. Wrappers for feature selection.Artificial Intelligence, 97(1-2):273–324,
December 1997.
Hope this helps,
Ingo
daniel_sonnet
Thank you
@sgenzer
for involving Ingo, thank you
@IngoRM
for your help.
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