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java.lang.Objectjml.online.classification.OnlineBinaryClassifier
jml.online.classification.Perceptron
public class Perceptron
Java implementation of the online binary classification algorithm Perceptron.
Field Summary |
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Fields inherited from class jml.online.classification.OnlineBinaryClassifier |
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W |
Constructor Summary | |
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Perceptron()
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Method Summary | |
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static void |
main(java.lang.String[] args)
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int |
predict(double[] Xt)
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int |
predict(org.apache.commons.math.linear.RealMatrix Xt)
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void |
train(org.apache.commons.math.linear.RealMatrix X,
int y)
Train the classifier with a new sample X. |
Methods inherited from class jml.online.classification.OnlineBinaryClassifier |
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loadModel, saveModel, train |
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 Perceptron()
Method Detail |
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public static void main(java.lang.String[] args)
args
- public void train(org.apache.commons.math.linear.RealMatrix X, int y)
OnlineBinaryClassifier
train
in class OnlineBinaryClassifier
public int predict(org.apache.commons.math.linear.RealMatrix Xt)
predict
in class OnlineBinaryClassifier
public int predict(double[] Xt)
predict
in class OnlineBinaryClassifier
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