Initialization of Self-Organizing Maps: Principal Components Versus Random Initialization. A Case Study

A. A. Akinduko, E. M. Mirkes

The performance of the Self-Organizing Map (SOM) algorithm is dependent on the initial weights of the map. The different initialization methods can broadly be classified into rando…