Mini toolsDefinition
Assigning data into predefined categories or classes.
Detailed Explanation
Classification is a supervised learning task where the goal is to predict the categorical class labels of new instances based on past observations. Models learn decision boundaries that separate different classes in the feature space.
Use Cases
Email spam detection (spam or not spam) handwriting recognition (identifying letters) disease diagnosis (classifying medical conditions) sentiment analysis (positive or negative reviews) fraud detection.
