Lecture 07 - The VC Dimension
188.9 هزار بار بازدید -
12 سال پیش
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The VC Dimension - A
The VC Dimension - A measure of what it takes a model to learn. Relationship to the number of parameters and degrees of freedom. Lecture 7 of 18 of Caltech's Machine Learning Course - CS 156 by Professor Yaser Abu-Mostafa. View course materials in iTunes U Course App - https://itunes.apple.com/us/course/ma... and on the course website - http://work.caltech.edu/telecourse.html
Produced in association with Caltech Academic Media Technologies under the Attribution-NonCommercial-NoDerivs Creative Commons License (CC BY-NC-ND). To learn more about this license, http://creativecommons.org/licenses/b...
This lecture was recorded on April 24, 2012, in Hameetman Auditorium at Caltech, Pasadena, CA, USA.
Produced in association with Caltech Academic Media Technologies under the Attribution-NonCommercial-NoDerivs Creative Commons License (CC BY-NC-ND). To learn more about this license, http://creativecommons.org/licenses/b...
This lecture was recorded on April 24, 2012, in Hameetman Auditorium at Caltech, Pasadena, CA, USA.
12 سال پیش
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