AbstractSeparateAndConquer

java.lang.Object

adaa.analytics.rules.logic.induction.AbstractSeparateAndConquer

Direct Known Subclasses:: ClassificationSnC, RegressionSnC

public abstract class AbstractSeparateAndConquer extends Object

Abstract base class for all separate and conquer algorithms for induction of rule-based models (classification, regression, survival).

Field Summary

Fields

Modifier and Type

Field

Description

protected RuleFactory

factory

Rule factory.

protected OperatorCommandProxy

operatorCommandProxy

protected final InductionParameters

params

Induction parameters.

protected ExampleSetFactory

setFactory
Constructor Summary

Constructors

Constructor

Description

AbstractSeparateAndConquer(InductionParameters params)

Sets induction parameters.
Method Summary

Modifier and Type

Method

Description

abstract RuleSetBase

run(IExampleSet trainSet)

Trains a rule classifier.

void

setOperatorCommandProxy(OperatorCommandProxy operatorCommandProxy)

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Details
- operatorCommandProxy
  
  protected OperatorCommandProxy operatorCommandProxy
- params
  
  protected final InductionParameters params
  
  Induction parameters.
- factory
  
  protected RuleFactory factory
  
  Rule factory.
- setFactory
  
  protected ExampleSetFactory setFactory
Constructor Details
- AbstractSeparateAndConquer
  
  public AbstractSeparateAndConquer(InductionParameters params)
  
  Sets induction parameters.
  
  Parameters:
  
  params - Induction paremeters.
Method Details
- setOperatorCommandProxy
  
  public void setOperatorCommandProxy(OperatorCommandProxy operatorCommandProxy)
- run
  
  public abstract RuleSetBase run(IExampleSet trainSet)
  
  Trains a rule classifier.
  
  Parameters:
  
  trainSet - Training set.
  
  Returns:
  
  Rule-based model.