all_data, pkd = filter_users_val(split_samples(load_data()))
for u in all_data.keys():
if all_data[u] == []:
del all_data[u]
del pkd[u]
gbfa = CV(lambda: GammaBFAuth(all_data),
all_data,
pkd)
with open('./bf_result.csv', 'rw+') as res_file:
result_writer = csv.writer(res_file)
result_writer.writerow(['user',
'CV_IPR', 'CV_FRR', 'CV_GT', 'CV_IT'])
for n,i in enumerate(gbfa.validate_user('1227981')):
cv_res = i
'''
result_writer.writerow(['user',
'train_IPR', 'train_FRR', 'train_GT', 'train_IT',
'CV_IPR', 'CV_FRR', 'CV_GT', 'CV_IT'])
for u in train_res.keys():
result_writer.writerow([u] +
list(train_res[u]) +
list(cv_res[u]))
'''
result_writer.writerow(['1227981']+list(cv_res['1227981']))
