Intelligent manufacturing for the fabric dyeing industry requires high-performance recipe recommendation systems. Nowadays, recommending recipes by mining data has become a new direction development of As one indispensable parts in system development, pre-processing needs more than routine steps such as removal missing and outliers. Considering that dyes can have very different coloration prope...