io.improbable.keanu.model

Class MAPModelFitter

java.lang.Object

io.improbable.keanu.model.MAPModelFitter

All Implemented Interfaces:

ModelFitter

public class MAPModelFitter
extends java.lang.Object
implements ModelFitter

Constructor Summary

Constructors

Constructor and Description
MAPModelFitter()

Method Summary

Modifier and Type	Method and Description
void	fit(ModelGraph modelGraph) Uses the Maximum A Posteriori algorithm to fit the model graph to the input and output data.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

MAPModelFitter

public MAPModelFitter()

Method Detail

fit

public void fit(ModelGraph modelGraph)

Uses the Maximum A Posteriori algorithm to fit the model graph to the input and output data. This will mutate the graph which can then be used to construct a graph-backed model like, for instance, a RegressionModel

Specified by:

fit in interface ModelFitter

See Also:

Maximum A Posteriori estimation