1.5 Decision Theory

Jan 2021

Wufei Ma
Purdue University

• Notes for Patter Recognition and Machine Learning
  • 1 Introduction
    • 1.1 Example: Polynomial Curve Fitting
    • 1.2 Probability Theory
    • 1.3 Probability Theory
    • 1.4 The Curse of Dimensionality
    • 1.5 Decision Theory

For practical applications of pattern recognition, we will have to deal with spaces of high dimensionality. This poses some serious challenges and is an important factor influencing the design of pattern recognition techniques.

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