
    /h	                        S r SSKrSSKJr  \" SSSS9S4\" SSSS9S4\" SSSS9S4\" SSSS9S4\" SSSS9S4\" SSSS9S4\" SSSS9S4\" SSSS9S4\" SSSS9S4/	r\" SSSS9\" SSSS9\" SSSS9\" SSSS9/r/ SQrS	 rS
 r	S r
g)zD
Unit tests for nltk.classify. See also: nltk/test/classify.doctest
    N)classify   )abcyx))g{Gz?gzG?)gq=
ףp?gHzG?)g=
ףp=?gzG?)gRQ?gQ?c                     [         R                  R                  [        U SSS9n[        [        [        5       H  u  u  p4nWR                  U5      n[        UR                  S5      U-
  5      S:  d   UR                  S5      U45       e[        UR                  S5      U-
  5      S:  a  Mu   UR                  S5      U45       e   g ! [        [
        4 a)  n[        R                  " [        U5      5         S nANS nAff = f)Nr   i  )tracemax_iterr	   g{Gz?r   )r   MaxentClassifiertrainTRAINLookupErrorAttributeErrorpytestskipstrzipRESULTSTESTprob_classifyabsprob)	algorithm
classifierepxpy
featuresetpdists          T/var/www/auris/envauris/lib/python3.13/site-packages/nltk/test/unit/test_classify.pyassert_classifier_correctr#      s    ..449A 5 

 !$GT 2*((45::c?R'(4/F%**S/21FF/5::c?R'(4/F%**S/21FF/ !3 ( CFs   $C
 
DC>>Dc                      [        S5        g )NMEGAMr#        r"   
test_megamr)   -   s
    g&r(   c                      [        S5        g )NTADMr&   r'   r(   r"   	test_tadmr,   1   s
    f%r(   )__doc__r   nltkr   dictr   r   r   r#   r)   r,   r'   r(   r"   <module>r0      s     
Aa#	Aa#	Aa#	Aa#	Aa#	Aa#	Aa#	Aa#	Aa#
	 
Aa	Aa	Aa	Aa	 CG'&r(   