classification tasks

Classification tasks involve sorting or categorizing data into predefined groups or labels based on its features. For example, an email filter that distinguishes spam from legitimate messages uses classification to decide where each email belongs. The process involves analyzing patterns in the data to make accurate predictions about its category. It's widely used in areas like medical diagnosis (identifying diseases), finance (detecting fraud), and image recognition (recognizing objects). Essentially, classification helps computers understand and organize complex information by assigning it to the correct category based on learned patterns.