JSMILE Learning: GreedyThickThinning

From DSL

This class implements the GreedyThickThinning structure learning algorithm.

[edit] Inner Classes

• PriorsType

This class holds the names of prior methods: K2, BDeu.

[edit] Methods

• int getMaxParents()

void setMaxParents(int max)

The maximum number of parents (default = 5).

• double getNetWeight()

void setNetWeight(double weight)

For BDeu priors it defines the weight assigned to the uniform priors (default = 1.0).

• int getPriorsMethod()

void setPriorsMethod(int method)

Sets the priors method to use (default = K2). Use PriorType inner class.

• BkKnowledge getBkKnowledge()

void setBkKnowledge(BkKnowledge bkk)

The background knowledge.

• Network learn(DataSet data)

Returns the learned network. This method can throw a SmileException.