Package ai.libs.jaicore.ml.tsc.classifier

Class ATSCAlgorithm<L,​V,​D extends TimeSeriesDataset<L>,​C extends TSClassifier<L,​V,​D>>

  • Type Parameters:
    L - The type of the target that the to be trained
    V - The value type of the target that the to be trained predicts.
    D - The type of the time series data set used to learn from and predict batches.
    C - The time series classifier which is modified and returned as algorithm result.
    All Implemented Interfaces:
    ai.libs.jaicore.basic.algorithm.IAlgorithm<TimeSeriesDataset<L>,​C>, ai.libs.jaicore.basic.Cancelable, java.lang.Iterable<ai.libs.jaicore.basic.algorithm.events.AlgorithmEvent>, java.util.concurrent.Callable<C>, java.util.Iterator<ai.libs.jaicore.basic.algorithm.events.AlgorithmEvent>
    public abstract class ATSCAlgorithm<L,​V,​D extends TimeSeriesDataset<L>,​C extends TSClassifier<L,​V,​D>>
extends java.lang.Object
implements ai.libs.jaicore.basic.algorithm.IAlgorithm<TimeSeriesDataset<L>,​C>
    Abstract algorithm class which is able to take TimeSeriesDataset objects and builds TSClassifier instances specified by the generic parameter .

    • Field Summary

      Fields 
      Modifier and Type Field Description
      protected D input
      The TimeSeriesDataset object used for maintaining the model.
      protected C model
      The model which is maintained during algorithm calls

    • Constructor Summary

      Constructors 
      Constructor Description
      ATSCAlgorithm()  

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      D getInput()
      Getter for the data set input used during algorithm calls.
      void setInput​(D input)
      Setter for the data set input used during algorithm calls.
      <T extends TSClassifier<L,​V,​D>>
      void      		 setModel​(T model)
      Setter for the model to be maintained.

      • Methods inherited from class java.lang.Object

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

      • Methods inherited from interface ai.libs.jaicore.basic.Cancelable

        cancel

      • Methods inherited from interface ai.libs.jaicore.basic.algorithm.IAlgorithm

        call, getConfig, getId, getNumCPUs, getTimeout, nextWithException, registerListener, setMaxNumThreads, setNumCPUs, setTimeout, setTimeout

      • Methods inherited from interface java.lang.Iterable

        forEach, iterator, spliterator

      • Methods inherited from interface java.util.Iterator

        forEachRemaining, hasNext, next, remove

    • Constructor Detail

      • ATSCAlgorithm

        public ATSCAlgorithm()

    • Method Detail

      • setModel

        public <T extends TSClassifier<L,​V,​D>> void setModel​(T model)
        Setter for the model to be maintained.
        Parameters:
        model - The TSClassifier model which is maintained during algorithm calls.

      • setInput

        public void setInput​(D input)
        Setter for the data set input used during algorithm calls.
        Parameters:
        input - The TimeSeriesDataset object (or a subtype) used for the model maintenance

      • getInput

        public D getInput()
        Getter for the data set input used during algorithm calls.
        Specified by:
        getInput in interface ai.libs.jaicore.basic.algorithm.IAlgorithm<L,​V>