print(np.array(test_data.target_names)[predicted_categories])
array(['rec.autos', 'sci.crypt', 'alt.atheism', ..., 'rec.sport.baseball', 'comp.sys.ibm.pc.hardware', 'soc.religion.christian'], dtype='<U24')