SHOGUN  v3.0.0
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Groups Pages
Classes | Enumerations
MAPInference.h File Reference

Go to the source code of this file.

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,
  ITER_COND_MODE = 4, NAIVE_MEAN_FIELD = 5, STRUCT_MEAN_FIELD = 6
}

SHOGUN Machine Learning Toolbox - Documentation