Classification

Classification is a supervised learning technique where the goal is to predict discrete labels for data points.

Common Algorithms

• Logistic Regression: A simple algorithm for binary classification.
• K-Nearest Neighbors (KNN): Classifies a data point based on the majority class of its neighbors.
• Support Vector Machines (SVM): Finds the optimal boundary between classes.

Applications

• Email spam detection
• Handwriting recognition

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