The “Classification Engineering Using Regional Locality-Sensitive Hashing (LSH) Searches” represents a significant leap in data classification and retrieval techniques, with applications across a variety of research fields. This method leverages the power of LSH, a popular technique in high-dimensional data processing, to accelerate the search and classification of large databases.