Kastalia Knowledge Management System · Glasperlenspiel template · knot 1653
Classifiers
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· created AE541120 (20.11.2024)
· by DDH
· open in the standard editor view
· 📽 open as presentation
A classifier in machine learning is a model or algorithm designed to categorize data into predefined groups or labels. It takes input data, analyzes its features, and assigns it to a specific class based on learned patterns from training data. For example, a classifier might identify whether an email is spam or not spam, or recognize handwritten digits. Classifiers are essential in supervised learning tasks and operate by minimizing errors in predictions through training on labeled datasets. Common types include neural networks, support vector machines, decision trees etc.
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