def test_dame_namsor_gender_list(self): dn = DameNamsor() gl = dn.gender_list(path="files/names/partial.csv") self.assertEqual( gl, [1, 1, 1, 1, 2, 1, 0, 0, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1]) self.assertEqual(len(gl), 21) self.assertEqual(dn.females, 3) self.assertEqual(dn.males, 16) self.assertEqual(dn.unknown, 2)
def test_dame_namsor_gender_list_method_returns_correct_result(self): g = DameNamsor() gl = g.gender_list() self.assertEqual( gl, [1, 1, 1, 1, 2, 1, 0, 0, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1]) self.assertEqual(len(gl), 21) self.assertEqual(g.females, 3) self.assertEqual(g.males, 16) self.assertEqual(g.unknown, 2)
from app.dame_genderapi import DameGenderApi from app.dame_nameapi import DameNameapi from app.dame_customsearch import DameCustomsearch import argparse parser = argparse.ArgumentParser() parser.add_argument('--csv', default="files/names/min.csv") parser.add_argument('--api', default="damegender", choices=['customsearch', 'namsor', 'genderize', 'genderguesser', 'damegender', 'genderapi', 'nameapi']) parser.add_argument('--ml', default="nltk", choices=['nltk', 'svc', 'sgd', 'gaussianNB', 'multinomialNB', 'bernoulliNB']) args = parser.parse_args() if (args.api == "all"): dn = DameNamsor() print("################### Namsor!!") gl = dn.gender_list(path=args.csv) print("Gender list: " + str(gl)) sl = dn.guess_list(path=args.csv, binary=True) print("Guess list: " +str(sl)) namsor_accuracy = dn.accuracy_score_dame(gl, sl) #print(dn.accuracy_score_dame([1, 1, 1, 1, 2, 1], [1, 1, 1, 1, 1, 1])) #namsor_accuracy = dn.accuracy_score_dame([1, 1, 1, 1, 2, 1], [1, 1, 1, 1, 2, 1]) print("Namsor accuracy: %s" % namsor_accuracy) dg = DameGenderize() print("################### Genderize!!") gl = dg.gender_list(path=args.csv) print("Gender list: " + str(gl))