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Slide 11 Machine Learning Learning from Observations Slide 2 2 2 What is Learning? Herbert Simon: Learning is any process by which a system improves performance from experience.…

Documents Computer Science CPSC 502 Lecture 15 Machine Learning: Intro and Supervised Classification.

Slide 1Computer Science CPSC 502 Lecture 15 Machine Learning: Intro and Supervised Classification Slide 2 2 Agents in the World Slide 3 3 Overview  Learning: Intro and…

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Slide 1Machine Learning  Up until now: how to reason in a model and how to make optimal decisions  Machine learning: how to acquire a model on the basis of data / experience…

Documents CS 188: Artificial Intelligence Fall 2009 Lecture 22: Naïve Bayes 11/12/2009 Dan Klein – UC...

Slide 1 CS 188: Artificial Intelligence Fall 2009 Lecture 22: Naïve Bayes 11/12/2009 Dan Klein – UC Berkeley Slide 2 Announcements  Written assignment 3 due today …

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1. CC282Decision trees Lecture 2 slides for CC282 Machine Learning, R. Palaniappan, 2008 2. Lecture 2 - Outline More ML principles: Concept learning Hypothesis space Generalisation…