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

Packages that use OnlineLearningAlgorithm

Package	Description
it.uniroma2.sag.kelp.learningalgorithm
it.uniroma2.sag.kelp.learningalgorithm.budgetedAlgorithm
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.learningalgorithm.regression.passiveaggressive

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

Classes in it.uniroma2.sag.kelp.learningalgorithm that implement OnlineLearningAlgorithm

Modifier and Type	Class and Description
class	PassiveAggressive It is an online learning algorithms that implements the Passive Aggressive algorithms described in [Crammer, JMLR2006] K.

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

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

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

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

Modifier and Type	Method and Description
OnlineLearningAlgorithm	Stoptron.getBaseAlgorithm()
OnlineLearningAlgorithm	RandomizedBudgetPerceptron.getBaseAlgorithm()

Constructors in it.uniroma2.sag.kelp.learningalgorithm.budgetedAlgorithm with parameters of type OnlineLearningAlgorithm

Constructor and Description
RandomizedBudgetPerceptron(int budget, OnlineLearningAlgorithm baseAlgorithm, long seed, Label label)
Stoptron(int budget, OnlineLearningAlgorithm baseAlgorithm, Label label)

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

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

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) .
class	LinearPassiveAggressiveClassification Online Passive-Aggressive Learning Algorithm for classification tasks (linear version) .
class	PassiveAggressiveClassification Online Passive-Aggressive Learning Algorithm for classification tasks.

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

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

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

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

Classes in it.uniroma2.sag.kelp.learningalgorithm.classification.scw that implement OnlineLearningAlgorithm

Modifier and Type	Class and Description
class	SoftConfidenceWeightedClassification Implements Exact Soft Confidence-Weighted (SCW) algorithms, an on-line learning algorithm for binary classification.

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

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

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