[Java-ML-support] NullPointerException during NaiveBayesClassifier.buildClassifier()
Status: Beta
Brought to you by:
thomasabeel
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From: Tom D. <tom...@gm...> - 2012-11-11 21:29:55
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I am new to Java-ML, so I apologize if the answer to this is trivial:
I'm trying to construct and use a Classifier in the following way:
// Construct an instance of the selected classifier
Classifier c = constructClassifier(classifier); // This returns a
NaiveBayesClassifier
...
// Build a training Dataset for the symbol using the historical data
Dataset trainingData = buildTrainingDataset(dataArr,
sampleIntervalWidth, futureDays);
...
// Train the classifier
c.buildClassifier(trainingData); // NullPointerException happens
here
...
// Now, classify against the latest sample
DenseInstance latestSample = new
DenseInstance(buildSampleDoubleArr(dataArr, dataArr.length -
sampleIntervalWidth - 1, sampleIntervalWidth));
...
// Store the result
results.put(s, (Double)c.classify(latestSample));
Each time I try this, I seem to be getting a NullPointerException from the
innards of AbstractBayesianClassifier with the following stack trace:
Exception in thread "AWT-EventQueue-0" java.lang.NullPointerException
at
net.sf.javaml.classification.bayes.AbstractBayesianClassifier.calculateClassFreqs(AbstractBayesianClassifier.java:207)
at
net.sf.javaml.classification.bayes.AbstractBayesianClassifier.buildClassifier(AbstractBayesianClassifier.java:103)
at
net.sf.javaml.classification.bayes.NaiveBayesClassifier.buildClassifier(NaiveBayesClassifier.java:42)
at tdeering.iastate.cs572.ainvestor.engine.Engine.rank(Engine.java:106)
Can anyone tell me what I am doing wrong? Am I missing a step where I tell
my Classfier about all possible classes?
Thanks,
Tom
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