👉 Misclassification is a method of classification that incorrectly assigns an item to more than one category. This can result in incorrect labeling or the incorrect identification of objects as belonging to multiple categories. Misclassifications can occur during data collection, research, and other forms of analysis where items are not clearly classified into specific groups.