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def build_rp_codes(n_estimators, base_estimators, rp_clf_list, rp_ng_clf_list,
proj_enabled):
base_estimator_names = []
rp_flag = np.zeros([n_estimators, 1], dtype=int)
for i in range(n_estimators):
try:
clf_name = type(base_estimators[i]).__name__
except TypeError:
print('Unknown detection algorithm.')
clf_name = 'UNK'
if clf_name not in list(clf_idx_mapping):
# print(clf_name)
clf_name = 'UNK'
# build the estimator list
base_estimator_names.append(clf_name)
# check whether the projection is needed
if clf_name in rp_clf_list:
rp_flag[i] = 1
elif clf_name in rp_ng_clf_list:
continue
else:
warnings.warn(
"{clf_name} does not have a predefined projection code. "
"RP disabled.".format(clf_name=clf_name))
if not proj_enabled: