g  fdZddlZddlmZeddddfeddddfeddddfeddddfeddddfeddddfeddddfeddddfeddddfg ZedddedddedddedddgZgdZd Zd Z d Z y) 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 tjjt|dd}tttD]\\}}}j|}t|jd|z dksJ|jd|ft|jd|z dkrsJ|jd|fy#tt f$r(}t jt|Yd}~d}~wwxYw)Nri)tracemax_iterr g{Gz?r)rMaxentClassifiertrainTRAIN LookupErrorAttributeErrorpytestskipstrzipRESULTSTEST prob_classifyabsprob) algorithm classifierepxpy featuresetpdists Q/var/www/openai/venv/lib/python3.12/site-packages/nltk/test/unit/test_classify.pyassert_classifier_correctr#s..44 9A5 !$GT 2R*((45::c?R'(4/F%**S/21FF/5::c?R'(4/F%**S/21FF/!3  ( CFs'C DC<<Dctdy)NMEGAMr#r" test_megamr)-s g&r(ctdy)NTADMr&r'r(r" test_tadmr,1s f%r() __doc__rnltkrdictrrrr#r)r,r'r(r"r0s Aa# Aa# Aa# Aa# Aa# Aa# Aa# Aa# Aa#  Aa Aa Aa Aa  C G'&r(