Wikipedia:Articles for deletion/Adaptive machine learning


 * The following discussion is an archived debate of the proposed deletion of the article below. Please do not modify it. Subsequent comments should be made on the appropriate discussion page (such as the article's talk page or in a deletion review).  No further edits should be made to this page.

The result was speedy delete per WP:CSD. The article was speedily deleted from Wikipedia by at 21:49, 11 March 2014 (UTC). (non-admin closure) Mz7 (talk) 22:23, 11 March 2014 (UTC)

Adaptive machine learning

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Per WP:NUKEANDPAVE. I have no idea what this article is really about (is it about machine learning at all?), it has no references and a GScholar search for "adaptive machine learning" turns up hits, but none that corroborate what this article is trying to convey. Q VVERTYVS (hm?) 15:27, 11 March 2014 (UTC)
 * Note: This debate has been included in the list of Computing-related deletion discussions. • Gene93k (talk) 16:53, 11 March 2014 (UTC)
 * Note: This debate has been included in the list of Science-related deletion discussions. • Gene93k (talk) 16:54, 11 March 2014 (UTC)


 * Delete. I agree with nom.  This article by an WP:SPA is complete gobbledygook, quite possibly the result of some sort of automated buzzword article generator.  I think it could be someone's idea of a joke.  Msnicki (talk) 17:09, 11 March 2014 (UTC)


 * CSD#G1 This doesn't even make readable sentences. I think Msnicki may be right here, and it's auto-spam. Andy Dingley (talk) 17:47, 11 March 2014 (UTC)

^'Delete as sub-literate. Xxanthippe (talk) 21:37, 11 March 2014 (UTC).
 * Redirect to Online machine learning. Adaptive machine learning is a real topic; it concerns machine learning algorithms that must track or adapt to data ensembles that change over time, analogous to adaptive filters. Two examples are Adaptive Exact Inference in Graphical Models and this ICASSP tutorial. I've been unable to find an in-depth secondary ref for the general topic, so it seems to fail WP:GNG. But adaptive ML algorithms are usually set up as online algorithms, so a redirect to Online machine learning seems the best approach to me. I think the author made a good faith effort in this article, but the fractured English, the lack of context for the concepts presented, the unnecessarily narrow POV, and lack of reliable sources mean the current content isn't useful for WP readers. --Mark viking (talk) 19:56, 11 March 2014 (UTC)


 * The above discussion is preserved as an archive of the debate. Please do not modify it. Subsequent comments should be made on the appropriate discussion page (such as the article's talk page or in a deletion review). No further edits should be made to this page.