Created
September 18, 2011 13:39
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pignlproc topics - sample output
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| $ python categorize.py http://en.wikinews.org/wiki/Denmark_elects_new_centre-left_coalition_and_prime_minister | |
| Category:College_of_Europe [0.454] | |
| Category:Elections_in_Denmark [0.447] | |
| Category:Party_of_European_Socialists [0.432] | |
| Category:Politics_of_Denmark [0.425] | |
| Category:Danish_law [0.408] | |
| $ python categorize.py http://en.wikinews.org/wiki/Zimbabwe_minister_warns_media | |
| Category:Zimbabwe [0.247] | |
| Category:Government_of_Zimbabwe [0.235] | |
| Category:Politics_of_Zimbabwe [0.224] | |
| Category:Elections_in_Zimbabwe [0.202] | |
| Category:Zimbabwean_presidential_election,_2008 [0.198] | |
| $ python categorize.py http://en.wikinews.org/wiki/Southampton_City_Council_votes_against_water_fluoridation | |
| Category:Halogens [0.248] | |
| Category:Fluorine [0.227] | |
| Category:Water_treatment [0.220] | |
| Category:Political_controversies [0.188] | |
| Category:Dentistry [0.186] | |
| $ python categorize.py http://www.icml-2011.org/papers.php | |
| Category:Machine_learning [0.496] | |
| Category:Statistical_classification [0.459] | |
| Category:Computational_statistics [0.427] | |
| Category:Bayesian_statistics [0.417] | |
| Category:Multivariate_statistics [0.346] | |
| $ python categorize.py http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0023936 | |
| Category:Genes [0.142] | |
| Category:Programmed_cell_death [0.120] | |
| Category:Cancer_treatments [0.109] | |
| Category:Tumor_suppressor_genes [0.106] | |
| Category:Cell_biology [0.093] | |
This is a sample outcome of using Solr MoreLikeThis as a k-NN classifier on a 50k+ topics index using aggregate text from articles in wikipedia / dbpedia: https://github.com/ogrisel/pignlproc/tree/master/examples/topic-corpus
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This looks interesting to me:D Could you provde some context please?