COS 424: Interacting with Data
Trace:
»
04class
4 - Classification
February 23rd, 2010.
Slides
PDF (520KB)
DJVU (424KB)
Scribe Notes
Huy NGuyen
Summary
Bayes decision theory
Nearest neighbors
Parametric classifiers
Loss functions
Multiclass, multilabel
Readings
Hastie et al.: Prototypes and Nearest Neighbors,
The Elements of Statistical Learning
, chapter 13, pages 459-483.
Bishop: Linear Models for Classification,
Pattern Recognition and Machine Learning
, chapter 4 (minus sections 4.4, 4.5), pages 179-213.
Contents
Information
Syllabus
Assignments
Search
Help
DokuWiki
DokuWiki syntax
DokuWiki sandbox
Misc
Sidebar:
sidebar
More sidebar:
sidebarhelp
04class.txt · Last modified: 2010/03/02 02:08 by lbottou