Package org.tweetyproject.machinelearning

Interface Trainer<S extends Observation,T extends Category>

Type Parameters:
S - The type of the observations.
T - The type of the categories.
All Known Implementing Classes:
GridSearchParameterLearner, MultiClassRbfTrainer, ParameterTrainer
public interface Trainer<S extends Observation,T extends Category>
Author:
Matthias Thimm

  • Method Summary

    Modifier and Type
    Method
    Description
    ParameterSet
    getParameterSet()
    Returns the set of parameters for this trainer.
    boolean
    setParameterSet(ParameterSet params)
    Sets the parameters for this trainer (calling this method must ensure that the next time train(TrainingSet<S,T> trainingSet) is used it uses these parameters.
    Classifier
    train(TrainingSet<S,T> trainingSet)
    Trains a classifier on the given training set.
    Classifier
    train(TrainingSet<S,T> trainingSet, ParameterSet params)
    Trains a classifier on the given training set with the given parameters

  • Method Details

    • train

      Classifier train(TrainingSet<S,T> trainingSet)
      Trains a classifier on the given training set.
      Parameters:
      trainingSet - some training set.
      Returns:
      a classifier

    • train

      Classifier train(TrainingSet<S,T> trainingSet, ParameterSet params)
      Trains a classifier on the given training set with the given parameters
      Parameters:
      trainingSet - some training set.
      params - parameters for the training.
      Returns:
      a classifier

    • getParameterSet

      ParameterSet getParameterSet()
      Returns the set of parameters for this trainer.
      Returns:
      the set of parameters for this trainer.

    • setParameterSet

      boolean setParameterSet(ParameterSet params)
      Sets the parameters for this trainer (calling this method must ensure that the next time train(TrainingSet<S,T> trainingSet) is used it uses these parameters.
      Parameters:
      params - a parameter set.
      Returns:
      true if the operation was successful.