Chapter 13
Active Learning
2
Why Active Learning?
Passive
乖学生Random
懒学生Active
聪明学生
Query
3
What Is Active Learning?
4
Scenarios of Active Learning  Where query from?
Construct, generate
Filter or Pool-based
How to select or generate query? Disagree in committee
bootstrapped
Uncertain, low confidence
More information
Perform poorly
Large margin
Relative
……
5

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