We investigate the impact of different numbers of positive and negative examples on machine learning for sapphire crystals defects prediction. We obtain the models of crystal growth parameters influence on the sapphire crystal growth. For example. these models allow predicting the defects that occur due to local overcooling of crucible walls in the thermal node leading to the accelera... https://www.parisnaturalfoodes.shop/product-category/enhanced-collagen-powder-with-matcha/