classifiers

Classifiers are tools or algorithms used in data analysis and machine learning to automatically categorize or label data points based on their characteristics. They analyze patterns in known examples (training data) to learn how to distinguish between different groups or classes. Once trained, classifiers can predict the category of new, unseen data. For instance, they can help identify whether an email is spam or not, or recognize images of cats versus dogs. Essentially, classifiers are systems that sort information by learning from examples, enabling automated decision-making and information organization.