Module es.upm.fi.cig.multictbnc
Package es.upm.fi.cig.multictbnc.sampling

Class MainDataStreamSampling.MainDataStreamSamplingFX

java.lang.Object
javafx.application.Application
es.upm.fi.cig.multictbnc.sampling.MainDataStreamSampling.MainDataStreamSamplingFX
Enclosing class:
MainDataStreamSampling
public static class MainDataStreamSampling.MainDataStreamSamplingFX extends javafx.application.Application
This class represents the JavaFX application for data stream sampling.

  • Nested Class Summary

    Nested classes/interfaces inherited from class javafx.application.Application

    javafx.application.Application.Parameters

  • Field Summary

    Fields inherited from class javafx.application.Application

    STYLESHEET_CASPIAN, STYLESHEET_MODENA

  • Constructor Summary

    Constructors
    Constructor
    Description
    MainDataStreamSamplingFX()
     

  • Method Summary

    Modifier and Type
    Method
    Description
    static MultiCTBNC<CPTNode,CIMNode>
    generateModifiedModel(MultiCTBNC<CPTNode,CIMNode> previousMultiCTBNC, int idxModel, boolean forceExtremeProb, int minIntensity, int maxIntensity, int maxNumParents, double percentageChangedNodes, String pathDataStream)
    Generates a modified Multi-CTBNC to simulate concept drift.
    void
    start(javafx.stage.Stage primaryStage)
     

    Methods inherited from class javafx.application.Application

    getHostServices, getParameters, getUserAgentStylesheet, init, launch, launch, notifyPreloader, setUserAgentStylesheet, stop

    Methods inherited from class java.lang.Object

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

  • Constructor Details

    • MainDataStreamSamplingFX

      public MainDataStreamSamplingFX()

  • Method Details

    • start

      public void start(javafx.stage.Stage primaryStage) throws Exception
      Specified by:
      start in class javafx.application.Application
      Throws:
      Exception

    • generateModifiedModel

      public static MultiCTBNC<CPTNode,CIMNode> generateModifiedModel(MultiCTBNC<CPTNode,CIMNode> previousMultiCTBNC, int idxModel, boolean forceExtremeProb, int minIntensity, int maxIntensity, int maxNumParents, double percentageChangedNodes, String pathDataStream)
      Generates a modified Multi-CTBNC to simulate concept drift.
      Parameters:
      previousMultiCTBNC - Multi-CTBNC to be modified
      idxModel - index of the current model
      forceExtremeProb - boolean indicating whether to force extreme probabilities in CPTs
      minIntensity - minimum value of the intensities for CIMs
      maxIntensity - maximum value of the intensities for CIMs
      maxNumParents - maximum number of parent nodes for feature variables
      percentageChangedNodes - percentage of nodes to change in the model
      pathDataStream - path to save the data stream
      Returns:
      modified Multi-CTBNC