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java.lang.Objectedu.stanford.nlp.classify.AbstractLinearClassifierFactory
public abstract class AbstractLinearClassifierFactory
Shared methods for training a LinearClassifier
.
Inheriting classes need to implement the
trainWeights
method.
Constructor Summary | |
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AbstractLinearClassifierFactory()
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Method Summary | |
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Classifier |
trainClassifier(Collection<Datum> examples)
Takes a Collection of Datum objects and gives you back a
Classifier trained on it. |
Classifier |
trainClassifier(GeneralDataset data)
trains a Classifier on a Dataset . |
Classifier |
trainClassifier(Reference ref)
Takes a Reference to a Collection of Datum
objects and gives you back a Classifier trained on them |
protected abstract double[][] |
trainWeights(GeneralDataset dataset)
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Methods inherited from class java.lang.Object |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Constructor Detail |
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public AbstractLinearClassifierFactory()
Method Detail |
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protected abstract double[][] trainWeights(GeneralDataset dataset)
public Classifier trainClassifier(Collection<Datum> examples)
Collection
of Datum
objects and gives you back a
Classifier
trained on it.
examples
- Collection
of Datum
objects to train the
classifier onpublic Classifier trainClassifier(Reference ref)
Reference
to a Collection
of Datum
objects and gives you back a Classifier
trained on them
ref
- Reference
to a Collection
of Datum
objects to train the classifier onpublic Classifier trainClassifier(GeneralDataset data)
Classifier
on a Dataset
.
data
-
Classifier
trained on the data.
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