public class NSC extends LazyAlgorithm
confMatrix, initialTime, inputAtt, inputs, modelTime, name, nClasses, nInstances, nulls, outFile, output, prediction, predictions, probabilities, realClass, reference, referenceData, referenceFile, referenceOutput, relation, seed, temp, test, testData, testFile, testOutput, testTime, train, trainConfMatrix, trainData, trainFile, trainingTime, trainOutput, trainPrediction, trainRealClass, trainUnclassified, unclassified
Constructor and Description |
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NSC(java.lang.String script)
The main method of the class
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Modifier and Type | Method and Description |
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void |
doClustering()
The MVC clustering algorithm
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protected int |
evaluate(double[] example)
Evaluates a instance to predict its class.
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protected void |
readParameters(java.lang.String script)
Reads configuration script, to extract the parameter's values.
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euclideanDistance, evaluate2, execute, executeReference, manhattanDistance, normalizeReference, normalizeTest, normalizeTrain, printInstance, readConfiguracion, readDataFiles, readDataFiles, readDataFiles, same, setInitialTime
public NSC(java.lang.String script)
script
- Name of the configuration scriptprotected void readParameters(java.lang.String script)
readParameters
in class LazyAlgorithm
script
- Name of the configuration scriptpublic void doClustering()
protected int evaluate(double[] example)
evaluate
in class LazyAlgorithm
example
- Instance evaluated