On Saturday, February 27, 2016 at 2:47:53 PM UTC+5:30, subhaba...@gmail.com
wrote:
> I was trying to implement the code,
>
> import nltk
> import nltk.tag, nltk.chunk, itertools
> def ieertree2conlltags(tree, tag=nltk.tag.pos_tag):
> words, ents = zip(*tree.pos())
> iobs = []
> prev = None
> for ent in ents:
> if ent == tree.node:
> iobs.append('O')
> prev = None
> elif prev == ent:
> iobs.append('I-%s' % ent)
> else:
> iobs.append('B-%s' % ent)
> prev = ent
> words, tags = zip(*tag(words))
> return itertools.izip(words, tags, iobs)
>
> def ieer_chunked_sents(tag=nltk.tag.pos_tag):
> for doc in ieer.parsed_docs():
> tagged = ieertree2conlltags(doc.text, tag)
> yield nltk.chunk.conlltags2tree(tagged)
>
>
> from chunkers import ieer_chunked_sents, ClassifierChunker
> from nltk.corpus import treebank_chunk
> ieer_chunks = list(ieer_chunked_sents())
> chunker = ClassifierChunker(ieer_chunks[:80])
> print chunker.parse(treebank_chunk.tagged_sents()[0])
> score = chunker.evaluate(ieer_chunks[80:])
> print score.accuracy()
>
> It is running fine.
> But as I am trying to rewrite the code as,
> chunker = ClassifierChunker(list1),
> where list1 is same value as,
> ieer_chunks[:80]
> only I am pasting the value as
> [Tree('S', [Tree('LOCATION', [(u'NAIROBI', 'NNP')]), (u',', ','),
> Tree('LOCATION', [(u'Kenya', 'NNP')]), (u'(', '('), Tree('ORGANIZATION',
> [(u'AP', 'NNP')]), (u')', ')'), (u'_', 'NNP'), Tree('CARDINAL',
> [(u'Thousands', 'NNP')]), (u'of', 'IN'), (u'laborers,', 'JJ'), (u'students',
> 'NNS'), (u'and', 'CC'), (u'opposition', 'NN'), (u'politicians', 'NNS'),
> (u'on', 'IN'), Tree('DATE', [(u'Saturday', 'NNP')]), (u'protested', 'VBD'),
> (u'tax', 'NN'), (u'hikes', 'NNS'), (u'imposed', 'VBN'), (u'by', 'IN'),
> (u'their', 'PRP$'), (u'cash-strapped', 'JJ'), (u'government,', 'NN'),
> (u'which', 'WDT'), (u'they', 'PRP'), (u'accused', 'VBD'), (u'of', 'IN'),
> (u'failing', 'VBG'), (u'to', 'TO'), (u'provide', 'VB'), (u'basic', 'JJ'),
> (u'services.', 'NN'),....(u'(cm-kjd)', 'NN')])]
> the value of whole list directly I am getting syntax error.
Dunno how literally you intend this but there is a "...." near the end
of the list. Intended?
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