Uses of Class
it.uniroma2.sag.kelp.predictionfunction.classifier.BinaryMarginClassifierOutput

Packages that use BinaryMarginClassifierOutput

Package	Description
it.uniroma2.sag.kelp.learningalgorithm.classification.passiveaggressive
it.uniroma2.sag.kelp.learningalgorithm.classification.perceptron
it.uniroma2.sag.kelp.learningalgorithm.classification.scw
it.uniroma2.sag.kelp.predictionfunction.classifier

Uses of BinaryMarginClassifierOutput in it.uniroma2.sag.kelp.learningalgorithm.classification.passiveaggressive

Methods in it.uniroma2.sag.kelp.learningalgorithm.classification.passiveaggressive that return BinaryMarginClassifierOutput

Modifier and Type	Method and Description
BinaryMarginClassifierOutput	PassiveAggressiveClassification.learn(Example example)
BinaryMarginClassifierOutput	BudgetedPassiveAggressiveClassification.learn(Example example)
protected BinaryMarginClassifierOutput	BudgetedPassiveAggressiveClassification.predictAndLearnWithAvailableBudget(Example example)
protected BinaryMarginClassifierOutput	BudgetedPassiveAggressiveClassification.predictAndLearnWithFullBudget(Example example)

Uses of BinaryMarginClassifierOutput in it.uniroma2.sag.kelp.learningalgorithm.classification.perceptron

Methods in it.uniroma2.sag.kelp.learningalgorithm.classification.perceptron that return BinaryMarginClassifierOutput

Modifier and Type	Method and Description
BinaryMarginClassifierOutput	Perceptron.learn(Example example)

Uses of BinaryMarginClassifierOutput in it.uniroma2.sag.kelp.learningalgorithm.classification.scw

Methods in it.uniroma2.sag.kelp.learningalgorithm.classification.scw that return BinaryMarginClassifierOutput

Modifier and Type	Method and Description
BinaryMarginClassifierOutput	SoftConfidenceWeightedClassification.learn(Example example)

Uses of BinaryMarginClassifierOutput in it.uniroma2.sag.kelp.predictionfunction.classifier

Methods in it.uniroma2.sag.kelp.predictionfunction.classifier that return BinaryMarginClassifierOutput

Modifier and Type	Method and Description
BinaryMarginClassifierOutput	BinaryLinearClassifier.predict(Example example)
BinaryMarginClassifierOutput	BinaryKernelMachineClassifier.predict(Example example) Classifies an example applying the following formula: y(x) = \sum_{i \in SV}\alpha_i k(x_i, x) + b
abstract BinaryMarginClassifierOutput	BinaryClassifier.predict(Example example)