Estimating the cost of vertical high-speed machining centres, a comparison between multiple regression analysis and the neural networks approach

The correlation obtained by the multilayer ANN models is better than the one obtained by MRA. Applying the proposed cost models will help the user (engineers or machine manufacturers) to determine the approximate machine cost based on its characteristics when they select a vertical HSM centre.