Learning from data : a short course
Title:
Learning from data : a short course
Author:
Abu-Mostafa, Yaser S., 1957-
ISBN:
9781600490064
Personal Author:
Publication Information:
[United States] : AMLBook.com, c2012.
Physical Description:
xii, 201 p. : ill. (mostly col.) ; 26 cm.
Contents:
1. The learning problem -- 2. Training versus testing -- 3. The linear model -- 4. Overfitting -- 5. Three learning principles -- Epilogue -- Further reading -- Appendix: Prof of the VC bound -- Notation.
Subject Term: