ECE 595ML Lecture 28.2: Sample and Model Complexity

By Stanley H. Chan

Electrical and Computer Engineering, Purdue University, West Lafayette, IN

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Researchers should cite this work as follows:

  • Stanley H. Chan (2020), "ECE 595ML Lecture 28.2: Sample and Model Complexity," https://nanohub.org/resources/32874.

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Purdue University, West Lafayette, IN

ECE 595ML Lecture 28.2: Sample and Model Complexity
  • Lecture 28.2: Sample and Model Complexity 1. Lecture 28.2: Sample and Model… 0
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  • Outline 2. Outline 8.2749416082749416
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  • Sample and Model Complexity 3. Sample and Model Complexity 15.58224891558225
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  • Sample Complexity 4. Sample Complexity 135.83583583583584
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  • Sample Complexity 5. Sample Complexity 432.83283283283282
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  • Error Bar 6. Error Bar 690.3570236903571
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  • Model Complexity 7. Model Complexity 966.19953286619955
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  • Trade-off Curve 8. Trade-off Curve 1056.8902235568903
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  • Generalization Bound for Testing 9. Generalization Bound for Testi… 1241.8752085418753
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  • Reading List 10. Reading List 1469.7364030697365
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