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Classification algorithms are used to identify into which classes observations of data should fall. This problem could be considered part of pattern recognition in that we use training data (historical information) to recognize patterns to predict where new data should be categorized.
- Fraudulent activity detection
- Loan default prediction
- Spam vs. ham
- Customer segmentation
- Benign vs. malignant tumor classification
- and many more...