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

Packages that use LinearMethod

Package	Description
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.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.passiveaggressive

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

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

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 LinearMethod in it.uniroma2.sag.kelp.learningalgorithm.classification.hmm

Classes in it.uniroma2.sag.kelp.learningalgorithm.classification.hmm that implement LinearMethod

Modifier and Type	Class and Description
class	SequenceClassificationLinearLearningAlgorithm This class implements a sequential labeling paradigm.

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

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

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 LinearMethod in it.uniroma2.sag.kelp.learningalgorithm.classification.passiveaggressive

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

Modifier and Type	Class and Description
class	LinearPassiveAggressiveClassification Online Passive-Aggressive Learning Algorithm for classification tasks (linear version) .

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

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

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

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

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

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

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

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

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 LinearMethod in it.uniroma2.sag.kelp.learningalgorithm.regression.liblinear

Classes in it.uniroma2.sag.kelp.learningalgorithm.regression.liblinear that implement LinearMethod

Modifier and Type	Class and Description
class	LibLinearRegression This class implements linear SVM regression trained using a coordinate descent algorithm [Fan et al, 2008].

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

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

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