In food retail industry, accurate and timely sales forecasting plays a major role in profitable operation and better stock management. The retail food stock comprises huge varieties of perishable foods with short shelf-lives and different storage conditions, which makes the food sales forecasting a complex task(Mena et al., 2014). Therefore, if a retail manager forecasts the food sales correctly that can lead to better customers' satisfaction,increase in sales, and food waste reduction