Changes between Version 7 and Version 8 of tutorial/ProbabilisticLearningModels


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Timestamp:
08/17/09 08:49:31 (13 years ago)
Author:
horak
Comment:

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  • tutorial/ProbabilisticLearningModels

    v7 v8  
    60601. Train your model with your training data 
    61611. Classify your test data. 
     621. Evaluate results 
    6263 
    6364=== Relational Classification === 
     65 
     66Relational data consists of entities, described by features and statisitcal dependencies between entities.  
    6467 
    6568==== Nearest Neighbor (1-NN or NN) ==== 
     
    9295==== Conditional Random Field ==== 
    9396 
     97A conditional random field is a conditional distribution  
     98{{{ 
     99#!latex $P(A|B)$ 
     100}}}  
    94101 
     102with an associated graphical structure.  
    95103 
    96104 
     
    99107==== Bayes Rule ==== 
    100108{{{ 
    101 #!latex 
    102 $P(A|B) = \frac{P(B|A) \cdot P(A)}{P(B)}$ 
     109#!latex $P(A|B) = \frac{P(B|A) \cdot P(A)}{P(B)}$ 
    103110}}}