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Supervised Learning

Supervised Learning. The supervisor: Perrin Westrich. Outline. What is supervised learning? What is it used for? Approaches. What is supervised learning?. A machine learning technique Training data Validation. Approaches. Neural networks Decision trees Inductive Logic Programming.

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Supervised Learning

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  1. Supervised Learning The supervisor: Perrin Westrich

  2. Outline • What is supervised learning? • What is it used for? • Approaches

  3. What is supervised learning? • A machine learning technique • Training data • Validation

  4. Approaches • Neural networks • Decision trees • Inductive Logic Programming

  5. What is it used for? • Handwriting recognition • Speech recognition • Spam detection

  6. Conclusion • What is supervised learning? • Training Data • Validation • What is it used for? • Handwriting recognition • Speech recognition • Spam detection • Approaches • Neural nets • Decision trees

  7. References • http://en.wikipedia.org/wiki/Supervised_learning • http://en.wikipedia.org/wiki/Training_set • http://www.cs.duke.edu/~mlittman/courses/cps271/lect-10/node3.html • http://www.shef.ac.uk/psychology/gurney/notes/l10/subsubsection3_3_6_2.html • http://www.anc.ed.ac.uk/rbf/intro/node3.html

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