Class NeuralNetwork

  • All Implemented Interfaces:
    java.io.Serializable, java.lang.Cloneable, CapabilitiesHandler, OptionHandler, PMMLModel, RevisionHandler

    public class NeuralNetwork
    extends PMMLClassifier
    Class implementing import of PMML Neural Network model. Can be used as a Weka classifier for prediction (buildClassifier() raises an Exception).
    Version:
    $Revision 1.0 $
    Author:
    Mark Hall (mhall{[at]}pentaho{[dot]}com)
    See Also:
    Serialized Form
    • Constructor Detail

      • NeuralNetwork

        public NeuralNetwork​(org.w3c.dom.Element model,
                             Instances dataDictionary,
                             MiningSchema miningSchema)
                      throws java.lang.Exception
        Throws:
        java.lang.Exception
    • Method Detail

      • distributionForInstance

        public double[] distributionForInstance​(Instance inst)
                                         throws java.lang.Exception
        Classifies the given test instance. The instance has to belong to a dataset when it's being classified.
        Overrides:
        distributionForInstance in class Classifier
        Parameters:
        inst - the instance to be classified
        Returns:
        the predicted most likely class for the instance or Instance.missingValue() if no prediction is made
        Throws:
        java.lang.Exception - if an error occurred during the prediction
      • toString

        public java.lang.String toString()
        Overrides:
        toString in class java.lang.Object