def setup(self,action_type,instances,feature_templates_file=None):
self._feats_templates_file = feature_templates_file
self.class_codebook = Alphabet.from_dict(dict((i,k) for i,(k,v) in enumerate(ACTION_TYPE_TABLE[action_type])),True)
self.feature_codebook = dict([(i,Alphabet()) for i in self.class_codebook._index_to_label.keys()])
self.read_templates()
n_rel,n_tag = self._set_rel_tag_codebooks(instances)
self._set_class_weight(self.class_codebook.size(),n_rel)
self._set_statistics(instances)
self.output_feature_generator()
def setup(self,action_type,instances,parser,feature_templates_file=None):
if feature_templates_file:
self._feats_templates_file = feature_templates_file
self.class_codebook = Alphabet.from_dict(dict((i,k) for i,(k,v) in enumerate(ACTION_TYPE_TABLE[action_type])),True)
self.feature_codebook = dict([(i,Alphabet()) for i in self.class_codebook._index_to_label.keys()])
self.read_templates()
#n_rel,n_tag = self._set_rel_tag_codebooks(instances,parser)
n_subclass = self._set_rel_tag_codebooks(instances,parser)
self._set_class_weight(self.class_codebook.size(),n_subclass)
self._set_statistics(instances)
self.output_feature_generator()
