public class NonLinearCliquePotentialFunction extends java.lang.Object implements CliquePotentialFunction
Constructor and Description |
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NonLinearCliquePotentialFunction(double[][] linearWeights,
double[][] inputLayerWeights,
double[][] outputLayerWeights,
SeqClassifierFlags flags) |
Modifier and Type | Method and Description |
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double |
computeCliquePotential(int cliqueSize,
int labelIndex,
int[] cliqueFeatures,
double[] featureVal,
int posInSent) |
double[] |
hiddenLayerOutput(double[][] inputLayerWeights,
int[] nodeCliqueFeatures,
SeqClassifierFlags aFlag,
double[] featureVal) |
public NonLinearCliquePotentialFunction(double[][] linearWeights, double[][] inputLayerWeights, double[][] outputLayerWeights, SeqClassifierFlags flags)
public double[] hiddenLayerOutput(double[][] inputLayerWeights, int[] nodeCliqueFeatures, SeqClassifierFlags aFlag, double[] featureVal)
public double computeCliquePotential(int cliqueSize, int labelIndex, int[] cliqueFeatures, double[] featureVal, int posInSent)
computeCliquePotential
in interface CliquePotentialFunction
cliqueSize
- 1 if node clique, 2 if edge clique, etclabelIndex
- the index of the output class labelcliqueFeatures
- an int array containing the feature indices that are active in this cliquefeatureVal
- a double array containing the feature values corresponding to feature indices in cliqueFeatures