Classification represents a cornerstone task in the realm of machine learning. It entails assigning a specific category or label to an input data point, meticulously determining this assignment based on the unique characteristics inherent within that data. Put simply, classification is a supervised learning approach that empowers machines to acquire the ability to categorize new data instances into a predefined collection of classes, leveraging the features embedded in the data as the basis for these classifications.
