As a result, this analyze is dedicated to pinpointing key indicators with considerable impacts on city House top quality and employs dimensionality reduction approaches to streamline the product whilst retaining critical info, therefore tackling this investigation obstacle. Versus this backdrop, the indicators of street top quality became the centr