TY - BOOK AU - Abu-Mostafa, Yaser S., 1957- TI - Learning from data [electronic resource]: : a short course SN - 9781600490064 U1 - 006.31 ABU PY - 2012/// PB - AMLBook.com, [United States] KW - Machine learning KW - Textbooks N2 - 1. The learning problem 2. Training versus testing 3. The linear model 4. Overfitting 5. Three learning principles Epilogue Further reading Appendix : Proof of the VC bound Notation ER -