Uses of Interface
it.uniroma2.sag.kelp.learningalgorithm.classification.ClassificationLearningAlgorithm

Packages that use ClassificationLearningAlgorithm

Package	Description
it.uniroma2.sag.kelp.learningalgorithm.classification.dcd
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

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

Classes in it.uniroma2.sag.kelp.learningalgorithm.classification.dcd that implement ClassificationLearningAlgorithm

Modifier and Type	Class and Description
class	DCDLearningAlgorithm Implements Dual Coordinate Descent (DCD) training algorithms for a Linear L1 or L2 Support Vector Machine for binary classification.

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

Classes in it.uniroma2.sag.kelp.learningalgorithm.classification.liblinear that implement ClassificationLearningAlgorithm

Modifier and Type	Class and Description
class	LibLinearLearningAlgorithm This class implements linear SVMs models trained using a coordinate descent algorithm [Fan et al, 2008].

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

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

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 ClassificationLearningAlgorithm in it.uniroma2.sag.kelp.learningalgorithm.classification.multiclassification

Classes in it.uniroma2.sag.kelp.learningalgorithm.classification.multiclassification that implement ClassificationLearningAlgorithm

Modifier and Type	Class and Description
class	MultiLabelClassificationLearning It is a meta algorithm that operates applying a multi label learning strategy over the base learning algorithm which is intended to be a binary learner.
class	OneVsAllLearning It is a meta algorithm that operates applying a One-Vs-All strategy over the base learning algorithm which is intended to be a binary learner.
class	OneVsOneLearning It is a meta algorithm that operates by applying a One-Vs-One strategy over the base learning algorithm which is intended to be a binary learner.

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

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

Modifier and Type	Class and Description
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 ClassificationLearningAlgorithm in it.uniroma2.sag.kelp.learningalgorithm.classification.pegasos

Classes in it.uniroma2.sag.kelp.learningalgorithm.classification.pegasos that implement ClassificationLearningAlgorithm

Modifier and Type	Class and Description
class	PegasosLearningAlgorithm It implements the Primal Estimated sub-GrAdient SOlver (PEGASOS) for SVM.

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

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

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.