As a result, this review is devoted to figuring out vital indicators with important impacts on city House top quality and employs dimensionality reduction approaches to streamline the model whilst retaining vital details, thus tackling this investigation problem. Against this backdrop, the indicators of Avenue quality have grown to be the central c