def __init__(self,**kargs):
Classifier.__init__(self,tweets=kargs["tweets"],instances=kargs["instances"],model=kargs["model"],keys=kargs["keys"],selection=kargs["selection"])
self.mode = "ngram"
self.include_word = True
self.inclued_pos = True
self.id="repeat{0},s:{1}".format(self.num_items,self.selection)
self.repeat_dict = self.get_all_repeats()
self.prepare_features()
def __init__(self, **kargs):
Classifier.__init__(self,tagged_tweets=kargs["tagged_tweets"],instances=kargs["instances"],model=kargs["model"],keys=kargs["keys"])
self.mode = kargs["mode"]
self.inclued_pos = kargs["pos"]
self.include_word = kargs["word"]
self.mode= kargs["mode"]
self.id="context{0},m:{1},w:{2},t:{3}".format(self.num_items,self.mode,self.include_word,self.inclued_pos)
self.debug=False
self.ranked_ngrams = kargs["ranked_ngrams"]
self.num_ngrams = len(self.ranked_ngrams)
self.context_dict = self.build_ct_dict()
self.prepare_features()
def __init__(self, **kargs):
Classifier.__init__(self,tweets=kargs["tweets"],instances=kargs["instances"],model=kargs["model"],keys=kargs["keys"],selection=kargs["selection"])
self.mode = kargs["mode"]
self.inclued_pos = kargs["pos"]
self.include_word = kargs["word"]
self.mode= kargs["mode"]
self.rank = kargs['rank'] #int(self.num_ngrams *self.keep_features)
self.id="{1}{0},w:{2},t:{3},s:{4},r:{5}".format(self.num_items,self.mode,self.include_word,self.inclued_pos,self.selection,self.rank)
self.debug=False
self.ngram_dict = self.get_ranked_ngrams()
self.ranked_ngrams = sorted(self.ngram_dict,key = lambda x: self.ngram_dict[x],reverse=True)
self.ngram_dict = {}
self.num_ngrams = len(self.ranked_ngrams)
self.prepare_features()
def __init__(self,**kargs):
Classifier.__init__(self,tweets=kargs["tweets"],instances=kargs["instances"],model=kargs["model"],keys=kargs["keys"],selection=kargs["selection"])
self.polarity_dict = kargs["polarity_dict"]
self.tag_map = kargs["tag_map"]
self.id="weib{0},s:{1}".format(self.num_items,self.selection)
self.prepare_features()
def __init__(self,**kargs):
Classifier.__init__(self,tweets=kargs["tweets"],instances=kargs["instances"],model=kargs["model"],keys=kargs["keys"],selection=kargs["selection"])
self.id="tagcount{0},s:{1}".format(self.num_items,self.selection)
