We report the accuracy of a two-layer. back-propagation artificial neural network in identifying edibility of a set of random mushrooms. Mushrooms edibility was synthesized using many different characteristics. Tests were run using different combinations of number of hidden nodes. https://www.anoivadavez.com/product-category/rhode-island/