The ANN prediction model is a quite effective tool for modeling properties of MDF. At a low press temperature, the negative effect of the fire retarding agents was maximum. A reverse relation was observed between the changes in the mass loss of the fiberboard during the firing test and the MOR. Improvement in properties of MDF can be achieved by the less experiments.
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