io.improbable.keanu.model

Class MaximumLikelihoodModelFitter

java.lang.Object

io.improbable.keanu.model.MaximumLikelihoodModelFitter

All Implemented Interfaces:

ModelFitter

public class MaximumLikelihoodModelFitter
extends java.lang.Object
implements ModelFitter

Constructor Summary

Constructors

Constructor and Description
MaximumLikelihoodModelFitter()

Method Summary

Modifier and Type	Method and Description
void	fit(ModelGraph modelGraph) Uses the maximum likelihood algorithm to fit the ModelGraph 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

MaximumLikelihoodModelFitter

public MaximumLikelihoodModelFitter()

Method Detail

fit

public void fit(ModelGraph modelGraph)

Uses the maximum likelihood algorithm to fit the ModelGraph 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 Likelihood estimation