Source Code for Module TEES.Detectors.ModifierDetector

 1  from SingleStageDetector import SingleStageDetector 
 2  from ExampleBuilders.ModifierExampleBuilder import ModifierExampleBuilder 
 3  from ExampleWriters.ModifierExampleWriter import ModifierExampleWriter 
 4  from Classifiers.SVMMultiClassClassifier import SVMMultiClassClassifier 
 5  from Evaluators.AveragingMultiClassEvaluator import AveragingMultiClassEvaluator 
 6  import Evaluators.BioNLP11GeniaTools 
 7   
 8 -class ModifierDetector(SingleStageDetector): 
 9      """ 
10      Detects negation and speculation modifiers. 
11      """ 
12 -    def __init__(self): 
13          SingleStageDetector.__init__(self) 
14          self.exampleBuilder = ModifierExampleBuilder 
15          self.exampleWriter = ModifierExampleWriter() 
16          self.Classifier = SVMMultiClassClassifier 
17          self.evaluator = AveragingMultiClassEvaluator 
18          self.stEvaluator = Evaluators.BioNLP11GeniaTools 
19          self.tag = "modifier-" 
20