DEBUG = False
result_file = 'results/hybrid_classifier.csv'
try:
fd = open(result_file, 'w')
except IOError:
print "Wrong path for results file"
sys.exit(1)
for d in range(len(datasets)):
for k in range(K_FOLD_NUMBER):
for r in range(1):
print "STARTED iteration %d for %d-fold %s dataset" % (
r, k, datasets[d][0])
fuzzy_logic_classifier = GeneticFuzzyLogicClassifier()
rough_set_classifier = GeneticRoughSetsClassifier()
filename = 'datasets/%s' % datasets[d][0]
result = fuzzy_logic_classifier.read_data(filepath=filename,
label_is_last=(bool)(
datasets[d][1]))
result = rough_set_classifier.read_data(filepath=filename,
label_is_last=(bool)(
datasets[d][1]))
if not result:
logging.error("Wrong dataset name")
sys.exit(1)
fuzzy_logic_classifier.prepare_data(
k_fold_number=K_FOLD_NUMBER)
rough_set_classifier.prepare_data(k_fold_number=K_FOLD_NUMBER)
