Optimization-Driven Cluster-Weighted Clusterwise Linear Regression
Clusterwise Linear Regression (CLR) integrates clustering and regression to uncover complex relationships within heterogeneous datasets by simultaneously partitioning data and fitting cluster-specific models. This dual capability offers a significant advantage over traditional regression methods, which assume homogenei...