SHOGUN  3.2.1
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MAPInference.h File Reference

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Classes

class  CMAPInference
 Class CMAPInference performs MAP inference on a factor graph. Briefly, given a factor graph model, with features \(\bold{x}\), the prediction is obtained by \( {\arg\max} _{\bold{y}} P(\bold{Y} = \bold{y} | \bold{x}; \bold{w}) \). More...
class  CMAPInferImpl
 Class CMAPInferImpl abstract class of MAP inference implementation. More...

Enumerations

enum  EMAPInferType {
  TREE_MAX_PROD = 0, LOOPY_MAX_PROD = 1, LP_RELAXATION = 2, TRWS_MAX_PROD = 3,
  GRAPH_CUT = 4
}

SHOGUN Machine Learning Toolbox - Documentation