ECE 595ML Lecture 27.1: VC Dimension - From Dichotomy to Shattering

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 27.1: VC Dimension - From Dichotomy to Shattering," https://nanohub.org/resources/32766.

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Purdue University, West Lafayette, IN

ECE 595ML Lecture 27.1: VC Dimension - From Dichotomy to Shattering
  • Lecture 27.1: VC Dimension - From Dichotomy to Shattering 1. Lecture 27.1: VC Dimension - F… 0
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  • Outline 2. Outline 29.195862529195864
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  • Probably Approximately Correct 3. Probably Approximately Correct 75.308641975308646
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  • Overcoming the M Factor 4. Overcoming the M Factor 196.86353019686354
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  • Dichotomy 5. Dichotomy 307.04037370704037
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  • Dichotomy 6. Dichotomy 508.30830830830831
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  • Candidate to Replace M 7. Candidate to Replace M 585.25191858525193
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  • Summary of the Examples 8. Summary of the Examples 951.71838505171843
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  • Shatter 9. Shatter 1014.2142142142143
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  • VC Dimension 10. VC Dimension 1257.4240907574242
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