o Mf9 @sdZddlZddlmZedddddfedddddfedddddfedddddfedddddfedddddfedddddfedddddfedddddfg ZeddddeddddeddddeddddgZgdZd d Zd d Z d dZ dS)zD Unit tests for nltk.classify. See also: nltk/test/classify.doctest N)classify)abcyx))g{Gz?gzG?)gq= ףp?gHzG?)g= ףp=?gzG?)gRQ?gQ?c Csz tjjt|ddd}Wnttfy'}z tt|WYd}~nd}~wwt t t D]3\\}}}| |}t |d|dksLJ|d|ft |d|dks`J|d|fq-dS)Nri)tracemax_iterrg{Gz?r)rMaxentClassifiertrainTRAIN LookupErrorAttributeErrorpytestskipstrzipRESULTSTEST prob_classifyabsprob) algorithm classifierepxpy featuresetpdistr ^/var/www/html/analyze/labelStudio/lib/python3.10/site-packages/nltk/test/unit/test_classify.pyassert_classifier_corrects  (*r"cC tddS)NMEGAMr"r r r r! test_megam, r&cCr#)NTADMr%r r r r! test_tadm0r'r)) __doc__rnltkrdictr rrr"r&r)r r r r!s,