StructuralLearning (bayesserver 11.0 API)

All Known Implementing Classes:

ChowLiuStructuralLearning, ClusteringStructuralLearning, HierarchicalStructuralLearning, PCStructuralLearning, SearchStructuralLearning, TANStructuralLearning
```
public interface StructuralLearning
```
Defines methods for learning the structure (links) of a Bayesian network.

Method Summary

All Methods Instance Methods Abstract Methods
Modifier and Type	Method	Description
`StructuralLearningOutput`	`learn(EvidenceReaderCommandFactory readerCommandFactory, List<Node> nodes, StructuralLearningOptions options)`	Learn the structure (links) of a Bayesian network.
`StructuralLearningOutput`	`learn(EvidenceReaderCommand evidenceReaderCommand, List<Node> nodes, StructuralLearningOptions options)`	Learn the structure (links) of a Bayesian network.

- Method Detail
  - learn
```
StructuralLearningOutput learn(EvidenceReaderCommand evidenceReaderCommand,
                               List<Node> nodes,
                               StructuralLearningOptions options)
```
    Learn the structure (links) of a Bayesian network.
    
    Parameters:
    
    evidenceReaderCommand - Can create a reader which iterates round the data used to learn the network.
    
    nodes - The nodes to be considered for links.
    
    options - Options for the structural learning algorithm.
    
    Returns:
    
    The output generated by the structural learning algorithm.
  - learn
```
StructuralLearningOutput learn(EvidenceReaderCommandFactory readerCommandFactory,
                               List<Node> nodes,
                               StructuralLearningOptions options)
```
    Learn the structure (links) of a Bayesian network.
    
    Parameters:
    
    readerCommandFactory - Creates new evidence reader commands, which may be partitioned for use in cross validation.
    
    nodes - The nodes to be considered for links.
    
    options - Options for the structural learning algorithm.
    
    Returns:
    
    The output generated by the structural learning algorithm.