Re: [Senseclusters-users] Comparing classification of sense clusters vs. stock naive bayes
Status: Beta
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tpederse
From: Ted P. <dul...@gm...> - 2015-03-17 17:27:39
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Hi Pete, I think a direct comparison with Naive Bayes will be difficult, since Naive Bayes is most often used as a supervised model, whereas SenseClusters is unsupervised. SenseClusters doesn't allow for training of the same sort as done by Naive Bayes, so again a direct comparison would be difficult. SenseClusters is really intended for use cases where there is not pre-existing gold standard available, and so it is perhaps more of a sense discrimination or sense induction tool, whereas Naive Bayes is more a word sense disambiguation method. I hope this makes some sense. I think there are still interesting comparisons that could be done, although I am not sure if they are in line with what you hope to do. I am happy to discuss further though, if that seems like it would be helpful. Cordially, Ted On Mon, Mar 16, 2015 at 4:30 PM, Rail, Pete <pet...@hp...> wrote: > Hello All, > > > > I have installed the SenseClusters family of tools on CentOS and reviewed > the materials (including the long video seminar in Italy lead by the > author). > > > > I am trying to compare the performance of SenseClusters to the simple Perl > Algorithm::NaiveBayes here: > http://search.cpan.org/~kwilliams/Algorithm-NaiveBayes-0.04/lib/Algorithm/NaiveBayes.pm > > > > Although I’ve read through the SenseClusters material and looked at a few > samples, I fear I’m out of my depth. > > > > What I would like to do seems simple, but I don’t see it laid out in the > instructions (which are actually quite thorough..thanks). > > > > I would like to learn how I can train SenseClusters to a recognize a given > list of subjects from the same training set I’m using with my Naïve Bayes > implementation. That way I can compare the performance against my test set > to determine how much better SenseClusters performs compared to simple > methods. > > > > If there are instructions you can point me to, or advice you can provide, > that would be much appreciated. > > > > Thanks. > > > > *Pete Rail*, pet...@hp... > > > > > ------------------------------------------------------------------------------ > Dive into the World of Parallel Programming The Go Parallel Website, > sponsored > by Intel and developed in partnership with Slashdot Media, is your hub for > all > things parallel software development, from weekly thought leadership blogs > to > news, videos, case studies, tutorials and more. Take a look and join the > conversation now. http://goparallel.sourceforge.net/ > _______________________________________________ > senseclusters-users mailing list > sen...@li... > https://lists.sourceforge.net/lists/listinfo/senseclusters-users > > |