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01:14 Challenges in Prediction Validation
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Classroom Contents
Fast Confidence Estimation - Regression Models
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- 1 00:00 Introduction and Overview
- 2 00:13 Understanding Prediction Confidence
- 3 01:14 Challenges in Prediction Validation
- 4 01:41 Profile Guided Optimization Method
- 5 03:56 Defining Confidence Metrics
- 6 05:01 Evaluating Confidence Metrics
- 7 10:29 Implementation Details
- 8 11:11 Efficient Computation Techniques
- 9 12:41 Generating Lookup Tables
- 10 17:30 Advanced Computation Methods
- 11 20:08 Conclusion and Summary
