Uses of Interface
it.uniroma2.sag.kelp.learningalgorithm.KernelMethod

Packages that use KernelMethod

Package	Description
it.uniroma2.sag.kelp.learningalgorithm.budgetedAlgorithm
it.uniroma2.sag.kelp.learningalgorithm.classification.libsvm
it.uniroma2.sag.kelp.learningalgorithm.classification.passiveaggressive
it.uniroma2.sag.kelp.learningalgorithm.classification.perceptron
it.uniroma2.sag.kelp.learningalgorithm.regression.libsvm
it.uniroma2.sag.kelp.learningalgorithm.regression.passiveaggressive

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

Classes in it.uniroma2.sag.kelp.learningalgorithm.budgetedAlgorithm that implement KernelMethod

Modifier and Type	Class and Description
class	BudgetedLearningAlgorithm It is binary kernel-based online learning method that binds the number of support vector to a fix number (i.e.
class	RandomizedBudgetPerceptron It is a variation of the Randomized Budget Perceptron proposed in
class	Stoptron It is a variation of the Stoptron proposed in

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

Classes in it.uniroma2.sag.kelp.learningalgorithm.classification.libsvm that implement KernelMethod

Modifier and Type	Class and Description
class	BinaryCSvmClassification It implements the C-SVM learning algorithm discussed in [CC Chang & CJ Lin, 2011].
class	BinaryNuSvmClassification It implements the \(\nu\)-SVM learning algorithm discussed in [CC Chang & CJ Lin, 2011].
class	OneClassSvmClassification It implements the One class SVM learning algorithm discussed in [CC Chang & CJ Lin, 2011].

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

Classes in it.uniroma2.sag.kelp.learningalgorithm.classification.passiveaggressive that implement KernelMethod

Modifier and Type	Class and Description
class	BudgetedPassiveAggressiveClassification Online Passive-Aggressive on a budget reference: Zhuang Wang and Slobodan Vucetic Online Passive-Aggressive Algorithms on a Budget
class	KernelizedPassiveAggressiveClassification Online Passive-Aggressive Learning Algorithm for classification tasks (Kernel Machine version) .

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

Classes in it.uniroma2.sag.kelp.learningalgorithm.classification.perceptron that implement KernelMethod

Modifier and Type	Class and Description
class	KernelizedPerceptron The perceptron learning algorithm algorithm for classification tasks (Kernel machine version).

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

Classes in it.uniroma2.sag.kelp.learningalgorithm.regression.libsvm that implement KernelMethod

Modifier and Type	Class and Description
class	EpsilonSvmRegression It implements the \(\epsilon\)-SVR learning algorithm discussed in [CC Chang & CJ Lin, 2011].

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

Classes in it.uniroma2.sag.kelp.learningalgorithm.regression.passiveaggressive that implement KernelMethod

Modifier and Type	Class and Description
class	KernelizedPassiveAggressiveRegression Online Passive-Aggressive Learning Algorithm for regression tasks (kernel machine version).