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About Lorena
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Classroom Contents
Is That Spam in My Ham?
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- 1 Intro
- 2 About Lorena
- 3 Todays questions
- 4 What is machine learning
- 5 Defining machine learning
- 6 Learning from experience
- 7 Learning from pain
- 8 Learning from memories
- 9 What does experience mean
- 10 Naive Bayes
- 11 Bayes Theorem
- 12 Assumptions
- 13 Bayesian classifiers
- 14 Why naive Bayes
- 15 How to detect spam
- 16 What are we going to use
- 17 Bag of Words
- 18 Classification
- 19 Performance Measurement
- 20 False Positives
- 21 Side Effects
- 22 Improving Performance
- 23 Recommended Resources
- 24 Conclusion
