Changes between Version 7 and Version 8 of tutorial/ProbabilisticLearningModels
 Timestamp:
 08/17/09 08:49:31 (14 years ago)
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tutorial/ProbabilisticLearningModels
v7 v8 60 60 1. Train your model with your training data 61 61 1. Classify your test data. 62 1. Evaluate results 62 63 63 64 === Relational Classification === 65 66 Relational data consists of entities, described by features and statisitcal dependencies between entities. 64 67 65 68 ==== Nearest Neighbor (1NN or NN) ==== … … 92 95 ==== Conditional Random Field ==== 93 96 97 A conditional random field is a conditional distribution 98 {{{ 99 #!latex $P(AB)$ 100 }}} 94 101 102 with an associated graphical structure. 95 103 96 104 … … 99 107 ==== Bayes Rule ==== 100 108 {{{ 101 #!latex 102 $P(AB) = \frac{P(BA) \cdot P(A)}{P(B)}$ 109 #!latex $P(AB) = \frac{P(BA) \cdot P(A)}{P(B)}$ 103 110 }}}