Thursday, September 6, 2012

Probabilistic learning

http://www.cs.cmu.edu/afs/cs/academic/class/15381-s07/www/slides/041707probabilisticLearning.pdf

http://sli.ics.uci.edu/Classes/2011S-274a

http://www.cs.ubc.ca/~murphyk/MLbook/pml-intro-22may12.pdf

Suppose instead of a yes or no  Predicting credit risk
answer want some estimate of how 
strongly we believe a loan applicant is 
a credit risk.

Bayesian classification

Linear / logistic regression

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