Uses of Package
it.uniroma2.sag.kelp.learningalgorithm

Packages that use it.uniroma2.sag.kelp.learningalgorithm

Package	Description
it.uniroma2.sag.kelp.examples.demo.rcv1
it.uniroma2.sag.kelp.learningalgorithm
it.uniroma2.sag.kelp.learningalgorithm.budgetedAlgorithm
it.uniroma2.sag.kelp.learningalgorithm.classification
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.libsvm.solver
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
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.utils

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.examples.demo.rcv1

Class and Description
LearningAlgorithm It is a generic Machine Learning algorithm

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm

Class and Description
BinaryLearningAlgorithm It is a learning algorithm that has to learn a concept associated to a single label.
LearningAlgorithm It is a generic Machine Learning algorithm
MetaLearningAlgorithm It is a meta algorithm that operates modifying exploiting another learning algorithm
MultiEpochLearning It is a meta learning algorithms for online learning methods.
OnlineLearningAlgorithm It is a Machine Learning algorithm which allows an incremental learning strategy, exploiting a single Example at a time
PassiveAggressive.Policy It is the updating policy applied by the Passive Aggressive Algorithm when a miss-prediction occurs

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.budgetedAlgorithm

Class and Description
BinaryLearningAlgorithm It is a learning algorithm that has to learn a concept associated to a single label.
KernelMethod It is a kernel-based algorithm
LearningAlgorithm It is a generic Machine Learning algorithm
MetaLearningAlgorithm It is a meta algorithm that operates modifying exploiting another learning algorithm
OnlineLearningAlgorithm It is a Machine Learning algorithm which allows an incremental learning strategy, exploiting a single Example at a time

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.classification

Class and Description
LearningAlgorithm It is a generic Machine Learning algorithm

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.classification.dcd

Class and Description
BinaryLearningAlgorithm It is a learning algorithm that has to learn a concept associated to a single label.
LearningAlgorithm It is a generic Machine Learning algorithm
LinearMethod It is a linear algorithm operating directly on an explicit vector space

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.classification.hmm

Class and Description
BinaryLearningAlgorithm It is a learning algorithm that has to learn a concept associated to a single label.
KernelMethod It is a kernel-based algorithm
LearningAlgorithm It is a generic Machine Learning algorithm
LinearMethod It is a linear algorithm operating directly on an explicit vector space
MetaLearningAlgorithm It is a meta algorithm that operates modifying exploiting another learning algorithm

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.classification.liblinear

Class and Description
BinaryLearningAlgorithm It is a learning algorithm that has to learn a concept associated to a single label.
LearningAlgorithm It is a generic Machine Learning algorithm
LinearMethod It is a linear algorithm operating directly on an explicit vector space

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.classification.libsvm

Class and Description
BinaryLearningAlgorithm It is a learning algorithm that has to learn a concept associated to a single label.
KernelMethod It is a kernel-based algorithm
LearningAlgorithm It is a generic Machine Learning algorithm

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.classification.libsvm.solver

Class and Description
BinaryLearningAlgorithm It is a learning algorithm that has to learn a concept associated to a single label.
LearningAlgorithm It is a generic Machine Learning algorithm

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.classification.multiclassification

Class and Description
LearningAlgorithm It is a generic Machine Learning algorithm
MetaLearningAlgorithm It is a meta algorithm that operates modifying exploiting another learning algorithm

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.classification.passiveaggressive

Class and Description
BinaryLearningAlgorithm It is a learning algorithm that has to learn a concept associated to a single label.
KernelMethod It is a kernel-based algorithm
LearningAlgorithm It is a generic Machine Learning algorithm
LinearMethod It is a linear algorithm operating directly on an explicit vector space
OnlineLearningAlgorithm It is a Machine Learning algorithm which allows an incremental learning strategy, exploiting a single Example at a time
PassiveAggressive It is an online learning algorithms that implements the Passive Aggressive algorithms described in [Crammer, JMLR2006] K.
PassiveAggressive.Policy It is the updating policy applied by the Passive Aggressive Algorithm when a miss-prediction occurs

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.classification.pegasos

Class and Description
BinaryLearningAlgorithm It is a learning algorithm that has to learn a concept associated to a single label.
LearningAlgorithm It is a generic Machine Learning algorithm
LinearMethod It is a linear algorithm operating directly on an explicit vector space

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.classification.perceptron

Class and Description
BinaryLearningAlgorithm It is a learning algorithm that has to learn a concept associated to a single label.
KernelMethod It is a kernel-based algorithm
LearningAlgorithm It is a generic Machine Learning algorithm
LinearMethod It is a linear algorithm operating directly on an explicit vector space
OnlineLearningAlgorithm It is a Machine Learning algorithm which allows an incremental learning strategy, exploiting a single Example at a time

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.classification.scw

Class and Description
BinaryLearningAlgorithm It is a learning algorithm that has to learn a concept associated to a single label.
LearningAlgorithm It is a generic Machine Learning algorithm
LinearMethod It is a linear algorithm operating directly on an explicit vector space
OnlineLearningAlgorithm It is a Machine Learning algorithm which allows an incremental learning strategy, exploiting a single Example at a time

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.regression

Class and Description
LearningAlgorithm It is a generic Machine Learning algorithm

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.regression.liblinear

Class and Description
BinaryLearningAlgorithm It is a learning algorithm that has to learn a concept associated to a single label.
LearningAlgorithm It is a generic Machine Learning algorithm
LinearMethod It is a linear algorithm operating directly on an explicit vector space

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.regression.libsvm

Class and Description
BinaryLearningAlgorithm It is a learning algorithm that has to learn a concept associated to a single label.
KernelMethod It is a kernel-based algorithm
LearningAlgorithm It is a generic Machine Learning algorithm

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.learningalgorithm.regression.passiveaggressive

Class and Description
BinaryLearningAlgorithm It is a learning algorithm that has to learn a concept associated to a single label.
KernelMethod It is a kernel-based algorithm
LearningAlgorithm It is a generic Machine Learning algorithm
LinearMethod It is a linear algorithm operating directly on an explicit vector space
OnlineLearningAlgorithm It is a Machine Learning algorithm which allows an incremental learning strategy, exploiting a single Example at a time
PassiveAggressive It is an online learning algorithms that implements the Passive Aggressive algorithms described in [Crammer, JMLR2006] K.
PassiveAggressive.Policy It is the updating policy applied by the Passive Aggressive Algorithm when a miss-prediction occurs

Classes in it.uniroma2.sag.kelp.learningalgorithm used by it.uniroma2.sag.kelp.utils

Class and Description
LearningAlgorithm It is a generic Machine Learning algorithm