edu.umass.cs.mallet.base.classify
Class BaggingTrainer
java.lang.Object
edu.umass.cs.mallet.base.classify.ClassifierTrainer
edu.umass.cs.mallet.base.classify.BaggingTrainer
- public class BaggingTrainer
- extends ClassifierTrainer
Bagging Trainer.
Methods inherited from class java.lang.Object |
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait |
BaggingTrainer
public BaggingTrainer(ClassifierTrainer underlyingTrainer,
int numBags)
BaggingTrainer
public BaggingTrainer(ClassifierTrainer underlyingTrainer)
train
public Classifier train(InstanceList trainingList,
InstanceList validationList,
InstanceList testSet,
ClassifierEvaluating evaluator,
Classifier initialClassifier)
- Description copied from class:
ClassifierTrainer
- Return a new classifier tuned using the three arguments.
- Specified by:
train
in class ClassifierTrainer
- Parameters:
trainingList
- examples used to set parameters.validationList
- examples used to tune meta-parameters. May be null.testSet
- examples not examined at all for training, but passed on to diagnostic routines. May be null.initialClassifier
- training process may start from here. The parameters of the initialClassifier are not modified. May be null.