if __name__ == '__main__':
# try:
FILE_NAME = "data.dat"
INIT_DATA_FILE_NAME = 'init.dat'
TEST_FILE_NAME = "test_data.dat"
TEST_INIT_DATA_FILE_NAME = 'test_init.dat'
# binder.bind(str, annotated_with="data_file_name", to_instance = FILE_NAME)
# binder.bind(str, annotated_with="init_file_name", to_instance = INIT_DATA_FILE_NAME)
_init_log()
dataProvider = DataProvider(FILE_NAME, INIT_DATA_FILE_NAME)
# test_data = DataProvider(TEST_FILE_NAME, TEST_INIT_DATA_FILE_NAME).get_data()
# assert(calc_class_re())
app = QApplication(sys.argv)
data = dataProvider.get_data()
# print data
classifier = c45(data, max_repeat_var=10)
form = MainWindow(data, classifier)
## print data
# classifier = c45(data, max_repeat_var=10)
# pos_sum = 0
# for row, target in zip(data.data, data.target):
# pos = 0
# for l, c in classifier.get_labels_count(row).items():
# pos += 1
# if l == target:
# pos_sum += pos
# print pos
# else:
# print "=========="
# print "---------------"
def create_c45(step):
world.c45 = c45(world.data_set)