The clustering of mixed-attribute data is a vital and challenging issue. density peaks algorithm brings us simple efficient solution, but it mainly focuses on numerical attribute cannot be adaptive. In this paper, we studied the adaptive improvement method such an proposed based called AMDPC. algorithm, used unified distance metric to construct matrix, calculated local K-nearest neighbors, auto...