Uses of Interface
it.uniroma2.sag.kelp.predictionfunction.PredictionFunction

Packages that use PredictionFunction

Package	Description
it.uniroma2.sag.kelp.learningalgorithm
it.uniroma2.sag.kelp.learningalgorithm.budgetedAlgorithm
it.uniroma2.sag.kelp.learningalgorithm.classification.dcd
it.uniroma2.sag.kelp.learningalgorithm.classification.hmm
it.uniroma2.sag.kelp.learningalgorithm.classification.liblinear
it.uniroma2.sag.kelp.learningalgorithm.classification.libsvm
it.uniroma2.sag.kelp.learningalgorithm.classification.multiclassification
it.uniroma2.sag.kelp.learningalgorithm.classification.passiveaggressive
it.uniroma2.sag.kelp.learningalgorithm.classification.pegasos
it.uniroma2.sag.kelp.learningalgorithm.classification.perceptron
it.uniroma2.sag.kelp.learningalgorithm.classification.scw
it.uniroma2.sag.kelp.learningalgorithm.regression.liblinear
it.uniroma2.sag.kelp.learningalgorithm.regression.libsvm
it.uniroma2.sag.kelp.learningalgorithm.regression.passiveaggressive
it.uniroma2.sag.kelp.predictionfunction
it.uniroma2.sag.kelp.predictionfunction.classifier
it.uniroma2.sag.kelp.predictionfunction.classifier.multiclass
it.uniroma2.sag.kelp.predictionfunction.model
it.uniroma2.sag.kelp.predictionfunction.regressionfunction
it.uniroma2.sag.kelp.utils

Uses of PredictionFunction in it.uniroma2.sag.kelp.learningalgorithm

Methods in it.uniroma2.sag.kelp.learningalgorithm that return PredictionFunction

Modifier and Type	Method and Description
PredictionFunction	MultiEpochLearning.getPredictionFunction()
PredictionFunction	LearningAlgorithm.getPredictionFunction() Returns the predictionFunction learned during the training process

Methods in it.uniroma2.sag.kelp.learningalgorithm with parameters of type PredictionFunction

Modifier and Type	Method and Description
void	MultiEpochLearning.setPredictionFunction(PredictionFunction predictionFunction)
void	LearningAlgorithm.setPredictionFunction(PredictionFunction predictionFunction) Sets the predictionFunction learned during the training process.

Uses of PredictionFunction in it.uniroma2.sag.kelp.learningalgorithm.budgetedAlgorithm

Methods in it.uniroma2.sag.kelp.learningalgorithm.budgetedAlgorithm that return PredictionFunction

Modifier and Type	Method and Description
PredictionFunction	Stoptron.getPredictionFunction()
PredictionFunction	RandomizedBudgetPerceptron.getPredictionFunction()

Methods in it.uniroma2.sag.kelp.learningalgorithm.budgetedAlgorithm with parameters of type PredictionFunction

Modifier and Type	Method and Description
void	Stoptron.setPredictionFunction(PredictionFunction predictionFunction)
void	RandomizedBudgetPerceptron.setPredictionFunction(PredictionFunction predictionFunction)

Uses of PredictionFunction in it.uniroma2.sag.kelp.learningalgorithm.classification.dcd

Methods in it.uniroma2.sag.kelp.learningalgorithm.classification.dcd with parameters of type PredictionFunction

Modifier and Type	Method and Description
void	DCDLearningAlgorithm.setPredictionFunction(PredictionFunction predictionFunction)

Uses of PredictionFunction in it.uniroma2.sag.kelp.learningalgorithm.classification.hmm

Methods in it.uniroma2.sag.kelp.learningalgorithm.classification.hmm with parameters of type PredictionFunction

Modifier and Type	Method and Description
void	SequenceClassificationLearningAlgorithm.setPredictionFunction(PredictionFunction predictionFunction)

Uses of PredictionFunction in it.uniroma2.sag.kelp.learningalgorithm.classification.liblinear

Methods in it.uniroma2.sag.kelp.learningalgorithm.classification.liblinear with parameters of type PredictionFunction

Modifier and Type	Method and Description
void	LibLinearLearningAlgorithm.setPredictionFunction(PredictionFunction predictionFunction)

Uses of PredictionFunction in it.uniroma2.sag.kelp.learningalgorithm.classification.libsvm

Methods in it.uniroma2.sag.kelp.learningalgorithm.classification.libsvm with parameters of type PredictionFunction

Modifier and Type	Method and Description
void	BinaryNuSvmClassification.setPredictionFunction(PredictionFunction predictionFunction)
void	BinaryCSvmClassification.setPredictionFunction(PredictionFunction predictionFunction)

Uses of PredictionFunction in it.uniroma2.sag.kelp.learningalgorithm.classification.multiclassification

Methods in it.uniroma2.sag.kelp.learningalgorithm.classification.multiclassification with parameters of type PredictionFunction

Modifier and Type	Method and Description
void	OneVsOneLearning.setPredictionFunction(PredictionFunction predictionFunction)
void	OneVsAllLearning.setPredictionFunction(PredictionFunction predictionFunction)
void	MultiLabelClassificationLearning.setPredictionFunction(PredictionFunction predictionFunction)

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

Methods in it.uniroma2.sag.kelp.learningalgorithm.classification.passiveaggressive with parameters of type PredictionFunction

Modifier and Type	Method and Description
void	LinearPassiveAggressiveClassification.setPredictionFunction(PredictionFunction predictionFunction)
void	KernelizedPassiveAggressiveClassification.setPredictionFunction(PredictionFunction predictionFunction)
void	BudgetedPassiveAggressiveClassification.setPredictionFunction(PredictionFunction predictionFunction)

Uses of PredictionFunction in it.uniroma2.sag.kelp.learningalgorithm.classification.pegasos

Methods in it.uniroma2.sag.kelp.learningalgorithm.classification.pegasos with parameters of type PredictionFunction

Modifier and Type	Method and Description
void	PegasosLearningAlgorithm.setPredictionFunction(PredictionFunction predictionFunction)

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

Methods in it.uniroma2.sag.kelp.learningalgorithm.classification.perceptron with parameters of type PredictionFunction

Modifier and Type	Method and Description
void	LinearPerceptron.setPredictionFunction(PredictionFunction predictionFunction)
void	KernelizedPerceptron.setPredictionFunction(PredictionFunction predictionFunction)

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

Methods in it.uniroma2.sag.kelp.learningalgorithm.classification.scw with parameters of type PredictionFunction

Modifier and Type	Method and Description
void	SoftConfidenceWeightedClassification.setPredictionFunction(PredictionFunction predictionFunction)

Uses of PredictionFunction in it.uniroma2.sag.kelp.learningalgorithm.regression.liblinear

Methods in it.uniroma2.sag.kelp.learningalgorithm.regression.liblinear with parameters of type PredictionFunction

Modifier and Type	Method and Description
void	LibLinearRegression.setPredictionFunction(PredictionFunction predictionFunction)

Uses of PredictionFunction in it.uniroma2.sag.kelp.learningalgorithm.regression.libsvm

Methods in it.uniroma2.sag.kelp.learningalgorithm.regression.libsvm with parameters of type PredictionFunction

Modifier and Type	Method and Description
void	EpsilonSvmRegression.setPredictionFunction(PredictionFunction predictionFunction)

Uses of PredictionFunction in it.uniroma2.sag.kelp.learningalgorithm.regression.passiveaggressive

Methods in it.uniroma2.sag.kelp.learningalgorithm.regression.passiveaggressive with parameters of type PredictionFunction

Modifier and Type	Method and Description
void	LinearPassiveAggressiveRegression.setPredictionFunction(PredictionFunction predictionFunction)
void	KernelizedPassiveAggressiveRegression.setPredictionFunction(PredictionFunction predictionFunction)

Uses of PredictionFunction in it.uniroma2.sag.kelp.predictionfunction

Classes in it.uniroma2.sag.kelp.predictionfunction that implement PredictionFunction

Modifier and Type	Class and Description
class	SequencePredictionFunction This class implements a classifier in a sequence labeling process.

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

Subinterfaces of PredictionFunction in it.uniroma2.sag.kelp.predictionfunction.classifier

Modifier and Type	Interface and Description
interface	Classifier It is a generic classifier, i.e.

Classes in it.uniroma2.sag.kelp.predictionfunction.classifier that implement PredictionFunction

Modifier and Type	Class and Description
class	BinaryClassifier It is a generic binary classification function that can be learned with a machine learning algorithm It learns a binary concept.
class	BinaryKernelMachineClassifier It is a kernel-base binary classifier
class	BinaryLinearClassifier It linear binary classifier operating directly on an explicit vector space

Uses of PredictionFunction in it.uniroma2.sag.kelp.predictionfunction.classifier.multiclass

Classes in it.uniroma2.sag.kelp.predictionfunction.classifier.multiclass that implement PredictionFunction

Modifier and Type	Class and Description
class	MultiLabelClassifier It is a multi label classifier.
class	OneVsAllClassifier It is a multiclass classifier operating in a one-vs-all schema.
class	OneVsOneClassifier

Uses of PredictionFunction in it.uniroma2.sag.kelp.predictionfunction.model

Methods in it.uniroma2.sag.kelp.predictionfunction.model that return PredictionFunction

Modifier and Type	Method and Description
PredictionFunction	SequenceModel.getBasePredictionFunction()

Methods in it.uniroma2.sag.kelp.predictionfunction.model with parameters of type PredictionFunction

Modifier and Type	Method and Description
void	SequenceModel.setBasePredictionFunction(PredictionFunction basePredictionFunction)

Constructors in it.uniroma2.sag.kelp.predictionfunction.model with parameters of type PredictionFunction

Constructor and Description
SequenceModel(PredictionFunction basePredictionFunction, SequenceExampleGenerator sequenceExampleGenerator)

Uses of PredictionFunction in it.uniroma2.sag.kelp.predictionfunction.regressionfunction

Subinterfaces of PredictionFunction in it.uniroma2.sag.kelp.predictionfunction.regressionfunction

Modifier and Type	Interface and Description
interface	RegressionFunction It is a generic regression prediction function, i.e.

Classes in it.uniroma2.sag.kelp.predictionfunction.regressionfunction that implement PredictionFunction

Modifier and Type	Class and Description
class	UnivariateKernelMachineRegressionFunction It is a univariate regression prediction function consisting of an implicit hyperplane in a Reproducing Kernel Hilbert Space.
class	UnivariateLinearRegressionFunction It is a univariate regression prediction function consisting of an explicit hyperplane.
class	UnivariateRegressionFunction It is a univariate regression prediction function.

Uses of PredictionFunction in it.uniroma2.sag.kelp.utils

Methods in it.uniroma2.sag.kelp.utils with parameters of type PredictionFunction

Modifier and Type	Method and Description
static List<Prediction>	ExperimentUtils.test(PredictionFunction predictionFunction, Evaluator evaluator, Dataset testset) Evaluates a prediction function over a testset