ECE 595ML Lecture 27.2: VC Dimension - Example of VC Dimension

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 27.2: VC Dimension - Example of VC Dimension," https://nanohub.org/resources/32767.

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Purdue University, West Lafayette, IN

ECE 595ML Lecture 27.2: VC Dimension - Example of VC Dimension
  • Lecture 27:2: Example of VC Dimension 1. Lecture 27:2: Example of VC Di… 0
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  • Outline 2. Outline 8.4417751084417763
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  • Example: Rectangle 3. Example: Rectangle 12.212212212212213
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  • VC Dimension of a Perceptron 4. VC Dimension of a Perceptron 258.72539205872539
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  • Why? 5. Why? 360.0600600600601
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  • dVC ≥ d + 1 6. dVC ≥ d + 1 432.33233233233233
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  • dVC ≥ d + 1 7. dVC ≥ d + 1 746.8134801468135
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  • dVC ≤ d + 1 8. dVC ≤ d + 1 877.57757757757759
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  • dVC ≤ d + 1 9. dVC ≤ d + 1 962.595929262596
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  • dVC ≤ d + 1 10. dVC ≤ d + 1 1028.7954621287954
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  • Summary of the Examples 11. Summary of the Examples 1123.3233233233234
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  • Reading List 12. Reading List 1216.9836503169836
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  • Appendix 13. Appendix 1229.4294294294295
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  • Radon Theorem 14. Radon Theorem 1230.3636970303637
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