Identifying features are specific characteristics or traits that help distinguish one object, person, or concept from another. These features can include physical attributes, behaviors, or unique qualities that make something recognizable. For example, the color and shape of a fruit can help identify it as an apple or an orange. In various fields, such as forensics or data analysis, identifying features play a crucial role in classification and recognition. In forensics, features like fingerprints or facial recognition help identify individuals, while in data analysis, features in datasets can help categorize and predict outcomes.