PU Learning Tutorial
1. PU Learning and its sources
2. PU Learning definitions
3. Assumptions to enable PU Learning
4. Two-Step Techniques
5. Biased Learning
6. Incorporation of the labeling mechanism
2. PU Learning definitions
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Slides
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Content
Binary classification
PU Learning
Labeling mechanism
Single-training-set vs case-control scenario
Class prior and label frequency
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1. PU Learning and its sources
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3. Assumptions to enable PU Learning