def test_feature_sets():
cfg = ConfigParser()
cfg.readfp(open(os.getcwd() + '/config/system.cfg'))
group_name = FE.get_features_group_name(cfg)
features_to_test = FE.read_feature_names(cfg)
if os.path.exists(cfg.get('Data', 'output') + '/' + group_name + '.' + 'summary'):
"Path exists!"
return
output_file = open(cfg.get('Data', 'output') + '/' + group_name + '.' + 'summary', 'w')
name0 = group_name + '_' + 'all'
corr0 = corr_feature_set(features_to_test, name0)
output_file.write(name0 + '\t' + str(corr0) + '\n')
for feat in features_to_test:
name1 = group_name + '_' + feat + '_' + 'only'
corr1 = corr_feature_set(feat, name1)
output_file.write(name1 + '\t' + str(corr1) + '\n')
name2 = group_name + '_' + feat + '_' + 'excluded'
excluding = []
for ffeat in features_to_test:
if ffeat == feat:
continue
excluding.append(ffeat)
corr2 = corr_feature_set(excluding, name2)
output_file.write(name2 + '\t' + str(corr2) + '\n')
output_file.close()
