In many modern manufacturing industries. data that characterize the manufacturing process are electronically collected and stored in databases. Due to advances in data collection systems and analysis tools. data mining (DM) has widely been applied for quality assessment (QA) in manufacturing industries. https://cosmeticssquadets.shop/product-category/headbands/