def determine_best_strategy(self, annotation_file, questions_file, corpus_file, debug=False):
"""
For every strategy provided in the constructor, determines the program accuracy and stores the information sorted
in the variable __strategies_map
:param annotation_file: file_path to the annotation file
:param questions_file: file_path to the questions file
:param corpus_file: file_path to the corpus file
:param debug: if true, prints the current strategy being used at a given instance
"""
result = []
try:
for tupl in self.__strategies:
triggers_strat = tupl[0]
answers_strat = tupl[1]
accuracy = tupl[2]
if accuracy is None:
if debug: print "bsc.add_test(st." + triggers_strat.description + ", sa." + answers_strat.description + ", ",
accuracy = myAvalia(annotation_file, questions_file, corpus_file, trigger_strategy=triggers_strat, answer_strategy=answers_strat)
if debug: print str(accuracy) + ")"
result.append(self._create_tuple(triggers_strat, answers_strat, accuracy))
except KeyboardInterrupt:
print ".... Stopping....."
finally:
# sort
self.__strategies = list(result)
self.__sorted_strategies = list(result)
self.__sorted_strategies.sort(key=lambda tup: tup[2], reverse=True)
test_input_file = "TestResources/TestInput.txt"
corpus_file_path = "TestResources/PerguntasPosSistema.txt"
question_1 = "A tua familia é numerosa?"
print "Q: ", question_1
print "R: ", sss(corpus_file_path, question_1)
print ""
question_2 = "Tens filhos?"
print "Q: ", question_1
print "R: ", sss(corpus_file_path, question_2)
print ""
accuracy = myAvalia(annotations_file_path, test_input_file, corpus_file_path)
print test_input_file, "accuracy is:", accuracy
################################
# Using custom strategies
###############################
tagger = BigramForestTagger() # training corpus floresta
tagger.train()
trigger_strategy = st.Braccard(tagger, 0.25, 0.50, True)
answer_strategy = sa.YesNoSimilar(0.75, 0.5, dice_sentence, True)
question_1 = "A tua familia é numerosa?"
print "Q: ", question_1
print "R: ", sss(corpus_file_path, question_1, trigger_strategy, answer_strategy)
# -*- coding: utf-8 -*-
from Interface import sss
from Interface import myAvalia
if __name__ == "__main__":
corpus_src = "TestResources/PerguntasPosSistema.txt"
question_1 = "A tua familia é numerosa?"
print "Q: ", question_1
print "R: ", sss(corpus_src, question_1)
print ""
question_2 = "Tens filhos?"
print "Q: ", question_1
print "R: ", sss(corpus_src, question_2)
print ""
accuracy = myAvalia("TestResources/AnotadoAll.txt", "TestResources/Perguntas.txt", "TestResources/PerguntasPosSistema.txt")
print "Perguntas.txt accuracy is: ", accuracy