Summary: ETHEM ALPAYDIN
© The MIT Press, 2010
alpaydin@boun.edu.tr
http://www.cmpe.boun.edu.tr/~ethem/i2ml2e
Lecture Slides for
Learning a Class from Examples
Class C of a "family car"
Prediction: Is car x a family car?
Knowledge extraction: What do people expect from a
family car?
Output:
Positive (+) and negative (­) examples
Input representation:
x1: price, x2 : engine power
3Lecture Notes for E Alpaydin 2010 Introduction to Machine Learning 2e © The MIT Press (V1.0)
Training set X
N
t
tt
,r 1}{ xX

Source: Alpaydýn, Ethem - Department of Computer Engineering, Bogaziçi University

Collections: Computer Technologies and Information Sciences