Abstract: This research introduces an innovative approach that integrates Random Forest (RF) with Principal Component Analysis (PCA), a methodology we term Random-Principal Component Analysis (RPC).

Abstract: With the rapid development of the digital creative industry, there has been a dramatic surge in the demand for processing massive amounts of data and generating personalized visual content.