public class CamNN 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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CamNN(java.lang.String script)
The main method of the class
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Modifier and Type | Method and Description |
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protected int |
evaluate(double[] example)
Evaluates a instance to predict its class.
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void |
precalculateParameters()
Calculates A, B and TAU Values for each training instance.
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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 CamNN(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 precalculateParameters()
protected int evaluate(double[] example)
evaluate
in class LazyAlgorithm
example
- Instance evaluated