Hierarchy For All Packages

Package Hierarchies:

• it.uniroma2.sag.kelp.data.clustering,
• it.uniroma2.sag.kelp.data.dataset,
• it.uniroma2.sag.kelp.data.dataset.selector,
• it.uniroma2.sag.kelp.data.example,
• it.uniroma2.sag.kelp.data.examplegenerator,
• it.uniroma2.sag.kelp.data.label,
• it.uniroma2.sag.kelp.data.manipulator,
• it.uniroma2.sag.kelp.data.representation,
• it.uniroma2.sag.kelp.data.representation.graph,
• it.uniroma2.sag.kelp.data.representation.sequence,
• it.uniroma2.sag.kelp.data.representation.string,
• it.uniroma2.sag.kelp.data.representation.structure,
• it.uniroma2.sag.kelp.data.representation.structure.filter,
• it.uniroma2.sag.kelp.data.representation.structure.similarity,
• it.uniroma2.sag.kelp.data.representation.structure.similarity.compositional,
• it.uniroma2.sag.kelp.data.representation.structure.similarity.compositional.dilation,
• it.uniroma2.sag.kelp.data.representation.structure.similarity.compositional.product,
• it.uniroma2.sag.kelp.data.representation.structure.similarity.compositional.sum,
• it.uniroma2.sag.kelp.data.representation.tree,
• it.uniroma2.sag.kelp.data.representation.tree.node,
• it.uniroma2.sag.kelp.data.representation.tree.node.filter,
• it.uniroma2.sag.kelp.data.representation.tree.node.nodePruner,
• it.uniroma2.sag.kelp.data.representation.tree.node.similarity,
• it.uniroma2.sag.kelp.data.representation.tree.utils,
• it.uniroma2.sag.kelp.data.representation.vector,
• it.uniroma2.sag.kelp.data.representation.vector.exception,
• it.uniroma2.sag.kelp.examples.demo.clustering,
• it.uniroma2.sag.kelp.examples.demo.mutag,
• it.uniroma2.sag.kelp.examples.demo.nystrom,
• it.uniroma2.sag.kelp.examples.demo.pruning,
• it.uniroma2.sag.kelp.examples.demo.qc,
• it.uniroma2.sag.kelp.examples.demo.rcv1,
• it.uniroma2.sag.kelp.examples.demo.regression,
• it.uniroma2.sag.kelp.examples.demo.seqlearn,
• it.uniroma2.sag.kelp.examples.demo.tweetsent2013,
• it.uniroma2.sag.kelp.examples.main,
• it.uniroma2.sag.kelp.kernel,
• it.uniroma2.sag.kelp.kernel.cache,
• it.uniroma2.sag.kelp.kernel.graph,
• it.uniroma2.sag.kelp.kernel.pairs,
• it.uniroma2.sag.kelp.kernel.sequence,
• it.uniroma2.sag.kelp.kernel.standard,
• it.uniroma2.sag.kelp.kernel.tree,
• it.uniroma2.sag.kelp.kernel.tree.deltamatrix,
• it.uniroma2.sag.kelp.kernel.vector,
• 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.liblinear.solver,
• 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.clustering,
• it.uniroma2.sag.kelp.learningalgorithm.clustering.kernelbasedkmeans,
• it.uniroma2.sag.kelp.learningalgorithm.clustering.kmeans,
• 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.linearization,
• it.uniroma2.sag.kelp.linearization.nystrom,
• it.uniroma2.sag.kelp.main,
• it.uniroma2.sag.kelp.predictionfunction,
• it.uniroma2.sag.kelp.predictionfunction.classifier,
• it.uniroma2.sag.kelp.predictionfunction.classifier.multiclass,
• it.uniroma2.sag.kelp.predictionfunction.model,
• it.uniroma2.sag.kelp.predictionfunction.regressionfunction,
• it.uniroma2.sag.kelp.utils,
• it.uniroma2.sag.kelp.utils.evaluation,
• it.uniroma2.sag.kelp.utils.exception,
• it.uniroma2.sag.kelp.wordspace

Class Hierarchy

• java.lang.Object
  • java.util.AbstractCollection<E> (implements java.util.Collection<E>)
    • java.util.AbstractList<E> (implements java.util.List<E>)
      • java.util.ArrayList<E> (implements java.lang.Cloneable, java.util.List<E>, java.util.RandomAccess, java.io.Serializable)
        • it.uniroma2.sag.kelp.data.clustering.ClusterList
        • it.uniroma2.sag.kelp.linearization.nystrom.NystromMethodEnsemble (implements it.uniroma2.sag.kelp.linearization.LinearizationFunction)
  • it.uniroma2.sag.kelp.predictionfunction.classifier.BinaryClassifier (implements it.uniroma2.sag.kelp.predictionfunction.classifier.Classifier)
    • it.uniroma2.sag.kelp.predictionfunction.classifier.BinaryKernelMachineClassifier
    • it.uniroma2.sag.kelp.predictionfunction.classifier.BinaryLinearClassifier
  • it.uniroma2.sag.kelp.predictionfunction.classifier.BinaryMarginClassifierOutput (implements it.uniroma2.sag.kelp.predictionfunction.classifier.ClassificationOutput)
  • it.uniroma2.sag.kelp.predictionfunction.model.BinaryModel (implements it.uniroma2.sag.kelp.predictionfunction.model.Model)
    • it.uniroma2.sag.kelp.predictionfunction.model.BinaryKernelMachineModel (implements it.uniroma2.sag.kelp.predictionfunction.model.KernelMachineModel)
    • it.uniroma2.sag.kelp.predictionfunction.model.BinaryLinearModel
  • it.uniroma2.sag.kelp.learningalgorithm.budgetedAlgorithm.BudgetedLearningAlgorithm (implements it.uniroma2.sag.kelp.learningalgorithm.BinaryLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.KernelMethod, it.uniroma2.sag.kelp.learningalgorithm.OnlineLearningAlgorithm)
    • it.uniroma2.sag.kelp.learningalgorithm.classification.passiveaggressive.BudgetedPassiveAggressiveClassification
    • it.uniroma2.sag.kelp.learningalgorithm.budgetedAlgorithm.RandomizedBudgetPerceptron (implements it.uniroma2.sag.kelp.learningalgorithm.MetaLearningAlgorithm)
    • it.uniroma2.sag.kelp.learningalgorithm.budgetedAlgorithm.Stoptron (implements it.uniroma2.sag.kelp.learningalgorithm.MetaLearningAlgorithm)
  • it.uniroma2.sag.kelp.examples.main.ClassificationDemo
  • it.uniroma2.sag.kelp.main.Classify
  • it.uniroma2.sag.kelp.data.clustering.Cluster (implements java.io.Serializable)
    • it.uniroma2.sag.kelp.learningalgorithm.clustering.kmeans.LinearKMeansCluster
  • it.uniroma2.sag.kelp.data.clustering.ClusterExample (implements java.lang.Comparable<T>, java.io.Serializable)
    • it.uniroma2.sag.kelp.learningalgorithm.clustering.kernelbasedkmeans.KernelBasedKMeansExample
    • it.uniroma2.sag.kelp.learningalgorithm.clustering.kmeans.LinearKMeansExample
  • it.uniroma2.sag.kelp.data.clustering.ClusterExampleTypeResolver (implements com.fasterxml.jackson.databind.jsontype.TypeIdResolver)
  • it.uniroma2.sag.kelp.utils.evaluation.ClusteringEvaluator
  • it.uniroma2.sag.kelp.data.clustering.ClusterTypeResolver (implements com.fasterxml.jackson.databind.jsontype.TypeIdResolver)
  • it.uniroma2.sag.kelp.data.representation.tree.node.filter.ContentBasedTreeNodeFilter (implements it.uniroma2.sag.kelp.data.representation.tree.node.filter.TreeNodeFilter)
  • it.uniroma2.sag.kelp.data.representation.tree.node.similarity.ContentBasedTreeNodeSimilarity (implements it.uniroma2.sag.kelp.data.representation.tree.node.similarity.TreeNodeSimilarity)
  • it.uniroma2.sag.kelp.data.dataset.DatasetReader
    • it.uniroma2.sag.kelp.data.dataset.CsvDatasetReader
    • it.uniroma2.sag.kelp.data.dataset.LibsvmDatasetReader
  • it.uniroma2.sag.kelp.data.dataset.DatasetWriter
  • it.uniroma2.sag.kelp.learningalgorithm.classification.dcd.DCDLearningAlgorithm (implements it.uniroma2.sag.kelp.learningalgorithm.BinaryLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.classification.ClassificationLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.LinearMethod)
  • it.uniroma2.sag.kelp.data.representation.vector.DenseVector (implements it.uniroma2.sag.kelp.data.representation.Vector)
  • it.uniroma2.sag.kelp.data.representation.graph.DirectedGraphRepresentation (implements it.uniroma2.sag.kelp.data.representation.Representation)
  • it.uniroma2.sag.kelp.kernel.tree.deltamatrix.DynamicDeltaMatrix (implements it.uniroma2.sag.kelp.kernel.tree.deltamatrix.DeltaMatrix)
  • it.uniroma2.sag.kelp.kernel.cache.DynamicIndexSquaredNormCache (implements it.uniroma2.sag.kelp.kernel.cache.SquaredNormCache)
  • it.uniroma2.sag.kelp.examples.demo.regression.EpsilonSVRegressionExample
  • it.uniroma2.sag.kelp.utils.evaluation.Evaluator
    • it.uniroma2.sag.kelp.utils.evaluation.BinaryClassificationEvaluator
    • it.uniroma2.sag.kelp.utils.evaluation.MulticlassClassificationEvaluator
      • it.uniroma2.sag.kelp.utils.evaluation.MulticlassSequenceClassificationEvaluator
    • it.uniroma2.sag.kelp.utils.evaluation.RegressorEvaluator
  • it.uniroma2.sag.kelp.data.representation.structure.similarity.ExactMatchingStructureElementSimilarity (implements it.uniroma2.sag.kelp.data.representation.structure.similarity.StructureElementSimilarityI)
  • it.uniroma2.sag.kelp.data.example.Example (implements java.io.Serializable)
    • it.uniroma2.sag.kelp.data.example.SimpleExample
      • it.uniroma2.sag.kelp.data.example.ExamplePair
      • it.uniroma2.sag.kelp.data.example.SequenceExample
  • it.uniroma2.sag.kelp.data.example.ExampleFactory
  • it.uniroma2.sag.kelp.data.example.ExampleTypeResolver (implements com.fasterxml.jackson.databind.jsontype.TypeIdResolver)
  • it.uniroma2.sag.kelp.utils.ExperimentUtils
  • it.uniroma2.sag.kelp.utils.FileUtils
  • it.uniroma2.sag.kelp.data.dataset.selector.FirstExamplesSelector (implements it.uniroma2.sag.kelp.data.dataset.selector.ExampleSelector)
  • it.uniroma2.sag.kelp.kernel.cache.FixIndexSquaredNormCache (implements it.uniroma2.sag.kelp.kernel.cache.SquaredNormCache)
  • it.uniroma2.sag.kelp.data.representation.graph.GraphNode (implements java.io.Serializable)
  • it.uniroma2.sag.kelp.data.representation.graph.GraphUtils
  • it.uniroma2.sag.kelp.examples.main.HelloKernelLearning
  • it.uniroma2.sag.kelp.examples.main.HelloLearning
  • it.uniroma2.sag.kelp.utils.JacksonSerializerWrapper (implements it.uniroma2.sag.kelp.utils.ObjectSerializer)
  • it.uniroma2.sag.kelp.kernel.Kernel
    • it.uniroma2.sag.kelp.kernel.DirectKernel<T>
      • it.uniroma2.sag.kelp.kernel.vector.LinearKernel
      • it.uniroma2.sag.kelp.kernel.tree.PartialTreeKernel
      • it.uniroma2.sag.kelp.kernel.sequence.SequenceKernel
      • it.uniroma2.sag.kelp.kernel.graph.ShortestPathKernel
      • it.uniroma2.sag.kelp.kernel.tree.SmoothedPartialTreeKernel
      • it.uniroma2.sag.kelp.kernel.tree.SubSetTreeKernel
      • it.uniroma2.sag.kelp.kernel.tree.SubTreeKernel
    • it.uniroma2.sag.kelp.kernel.KernelCombination
      • it.uniroma2.sag.kelp.kernel.standard.KernelMultiplication
      • it.uniroma2.sag.kelp.kernel.standard.LinearKernelCombination
    • it.uniroma2.sag.kelp.kernel.KernelComposition
      • it.uniroma2.sag.kelp.kernel.pairs.KernelOnPairs
        • it.uniroma2.sag.kelp.kernel.pairs.BestPairwiseAlignmentKernel
        • it.uniroma2.sag.kelp.kernel.pairs.PairwiseProductKernel
        • it.uniroma2.sag.kelp.kernel.pairs.PairwiseSumKernel
        • it.uniroma2.sag.kelp.kernel.pairs.PreferenceKernel
        • it.uniroma2.sag.kelp.kernel.pairs.UncrossedPairwiseProductKernel
        • it.uniroma2.sag.kelp.kernel.pairs.UncrossedPairwiseSumKernel
      • it.uniroma2.sag.kelp.kernel.standard.NormalizationKernel
      • it.uniroma2.sag.kelp.kernel.standard.PolynomialKernel
      • it.uniroma2.sag.kelp.kernel.standard.RbfKernel
  • it.uniroma2.sag.kelp.examples.demo.clustering.KernelBasedClusteringExample
  • it.uniroma2.sag.kelp.learningalgorithm.clustering.kernelbasedkmeans.KernelBasedKMeansEngine (implements it.uniroma2.sag.kelp.learningalgorithm.clustering.ClusteringAlgorithm)
  • it.uniroma2.sag.kelp.kernel.cache.KernelCache
    • it.uniroma2.sag.kelp.kernel.cache.DynamicIndexKernelCache (implements java.io.Serializable)
    • it.uniroma2.sag.kelp.kernel.cache.FixIndexKernelCache (implements java.io.Serializable)
    • it.uniroma2.sag.kelp.kernel.cache.FixSizeKernelCache (implements java.io.Serializable)
    • it.uniroma2.sag.kelp.kernel.cache.SimpleDynamicKernelCache
    • it.uniroma2.sag.kelp.kernel.cache.StripeKernelCache (implements java.io.Serializable)
  • it.uniroma2.sag.kelp.examples.main.KernelCacheExample
  • it.uniroma2.sag.kelp.kernel.cache.KernelCacheTypeResolver (implements com.fasterxml.jackson.databind.jsontype.TypeIdResolver)
  • it.uniroma2.sag.kelp.kernel.KernelTypeResolver (implements com.fasterxml.jackson.databind.jsontype.TypeIdResolver)
  • it.uniroma2.sag.kelp.learningalgorithm.classification.liblinear.solver.L2R_L2_SvcFunction
    • it.uniroma2.sag.kelp.learningalgorithm.classification.liblinear.solver.L2R_L2_SvrFunction
  • it.uniroma2.sag.kelp.data.label.LabelFactory
  • it.uniroma2.sag.kelp.data.label.LabelTypeResolver (implements com.fasterxml.jackson.databind.jsontype.TypeIdResolver)
  • it.uniroma2.sag.kelp.main.Learn
  • it.uniroma2.sag.kelp.learningalgorithm.LearningAlgorithmTypeResolver (implements com.fasterxml.jackson.databind.jsontype.TypeIdResolver)
  • it.uniroma2.sag.kelp.data.representation.structure.filter.LexicalStructureElementFilter (implements it.uniroma2.sag.kelp.data.representation.structure.filter.StructureElementFilter)
  • it.uniroma2.sag.kelp.data.manipulator.LexicalStructureElementManipulator (implements it.uniroma2.sag.kelp.data.manipulator.Manipulator)
  • it.uniroma2.sag.kelp.learningalgorithm.classification.liblinear.solver.LibLinearFeatureNode (implements it.uniroma2.sag.kelp.learningalgorithm.classification.liblinear.solver.LibLinearFeature)
  • it.uniroma2.sag.kelp.learningalgorithm.classification.liblinear.LibLinearLearningAlgorithm (implements it.uniroma2.sag.kelp.learningalgorithm.BinaryLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.classification.ClassificationLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.LinearMethod)
  • it.uniroma2.sag.kelp.learningalgorithm.regression.liblinear.LibLinearRegression (implements it.uniroma2.sag.kelp.learningalgorithm.BinaryLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.LinearMethod, it.uniroma2.sag.kelp.learningalgorithm.regression.RegressionLearningAlgorithm)
  • it.uniroma2.sag.kelp.learningalgorithm.classification.libsvm.solver.LibSvmSolver (implements it.uniroma2.sag.kelp.learningalgorithm.BinaryLearningAlgorithm)
    • it.uniroma2.sag.kelp.learningalgorithm.classification.libsvm.solver.LibCSvmSolver
      • it.uniroma2.sag.kelp.learningalgorithm.classification.libsvm.BinaryCSvmClassification (implements it.uniroma2.sag.kelp.learningalgorithm.classification.ClassificationLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.KernelMethod)
        • it.uniroma2.sag.kelp.learningalgorithm.classification.libsvm.OneClassSvmClassification
      • it.uniroma2.sag.kelp.learningalgorithm.regression.libsvm.EpsilonSvmRegression (implements it.uniroma2.sag.kelp.learningalgorithm.KernelMethod, it.uniroma2.sag.kelp.learningalgorithm.regression.RegressionLearningAlgorithm)
    • it.uniroma2.sag.kelp.learningalgorithm.classification.libsvm.solver.LibNuSvmSolver
      • it.uniroma2.sag.kelp.learningalgorithm.classification.libsvm.BinaryNuSvmClassification (implements it.uniroma2.sag.kelp.learningalgorithm.classification.ClassificationLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.KernelMethod)
  • it.uniroma2.sag.kelp.learningalgorithm.classification.libsvm.solver.LibSvmSolver.Pair
  • it.uniroma2.sag.kelp.examples.demo.clustering.LinearKMeansClusteringExample
  • it.uniroma2.sag.kelp.learningalgorithm.clustering.kmeans.LinearKMeansEngine (implements it.uniroma2.sag.kelp.learningalgorithm.clustering.ClusteringAlgorithm)
  • it.uniroma2.sag.kelp.utils.Math
  • it.uniroma2.sag.kelp.utils.evaluation.MulticlassClassificationEvaluator.ClassStats
  • it.uniroma2.sag.kelp.predictionfunction.model.MulticlassModel (implements it.uniroma2.sag.kelp.predictionfunction.model.Model)
  • it.uniroma2.sag.kelp.learningalgorithm.MultiEpochLearning (implements it.uniroma2.sag.kelp.learningalgorithm.MetaLearningAlgorithm)
  • it.uniroma2.sag.kelp.learningalgorithm.classification.multiclassification.MultiLabelClassificationLearning (implements it.uniroma2.sag.kelp.learningalgorithm.classification.ClassificationLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.MetaLearningAlgorithm)
  • it.uniroma2.sag.kelp.predictionfunction.classifier.multiclass.MultiLabelClassificationOutput (implements it.uniroma2.sag.kelp.predictionfunction.classifier.ClassificationOutput)
  • it.uniroma2.sag.kelp.predictionfunction.classifier.multiclass.MultiLabelClassifier (implements it.uniroma2.sag.kelp.predictionfunction.classifier.Classifier)
  • it.uniroma2.sag.kelp.examples.main.MultipleRepresentationExample
  • it.uniroma2.sag.kelp.examples.demo.mutag.MutagClassification
  • it.uniroma2.sag.kelp.data.representation.graph.NodeDistance (implements java.lang.Comparable<T>, java.io.Serializable)
  • it.uniroma2.sag.kelp.data.representation.tree.node.nodePruner.NodePruner
    • it.uniroma2.sag.kelp.data.representation.tree.node.nodePruner.PruneNodeNumberOfChildren
  • it.uniroma2.sag.kelp.data.representation.tree.node.nodePruner.NodeToBePrunedCheckerAbstractClass
    • it.uniroma2.sag.kelp.data.representation.tree.node.nodePruner.PruneNodeIfLeaf
    • it.uniroma2.sag.kelp.data.representation.tree.node.nodePruner.PruneNodeLeafNumber
    • it.uniroma2.sag.kelp.data.representation.tree.node.nodePruner.PruneNodeLowerThanThreshold
      • it.uniroma2.sag.kelp.data.representation.tree.node.nodePruner.PruneNodeThresholdAndDistanceFromSpecificLabelledNode
  • it.uniroma2.sag.kelp.data.manipulator.NormalizationManipolator (implements it.uniroma2.sag.kelp.data.manipulator.Manipulator)
  • it.uniroma2.sag.kelp.data.label.NumericLabel (implements it.uniroma2.sag.kelp.data.label.Label)
  • it.uniroma2.sag.kelp.examples.demo.nystrom.NystromExampleMain
  • it.uniroma2.sag.kelp.linearization.nystrom.NystromMethod (implements it.uniroma2.sag.kelp.linearization.LinearizationFunction)
  • it.uniroma2.sag.kelp.predictionfunction.classifier.multiclass.OneVsAllClassificationOutput (implements it.uniroma2.sag.kelp.predictionfunction.classifier.ClassificationOutput)
  • it.uniroma2.sag.kelp.predictionfunction.classifier.multiclass.OneVsAllClassifier (implements it.uniroma2.sag.kelp.predictionfunction.classifier.Classifier)
  • it.uniroma2.sag.kelp.learningalgorithm.classification.multiclassification.OneVsAllLearning (implements it.uniroma2.sag.kelp.learningalgorithm.classification.ClassificationLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.MetaLearningAlgorithm)
  • it.uniroma2.sag.kelp.examples.main.OneVsAllPassiveAggressiveExample
  • it.uniroma2.sag.kelp.examples.main.OneVsAllSVMExample
  • it.uniroma2.sag.kelp.predictionfunction.classifier.multiclass.OneVsOneClassificationOutput (implements it.uniroma2.sag.kelp.predictionfunction.classifier.ClassificationOutput)
  • it.uniroma2.sag.kelp.predictionfunction.classifier.multiclass.OneVsOneClassifier (implements it.uniroma2.sag.kelp.predictionfunction.classifier.Classifier)
  • it.uniroma2.sag.kelp.learningalgorithm.classification.multiclassification.OneVsOneLearning (implements it.uniroma2.sag.kelp.learningalgorithm.classification.ClassificationLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.MetaLearningAlgorithm)
  • it.uniroma2.sag.kelp.data.manipulator.PairSimilarityExtractor (implements it.uniroma2.sag.kelp.data.manipulator.Manipulator)
  • it.uniroma2.sag.kelp.learningalgorithm.PassiveAggressive (implements it.uniroma2.sag.kelp.learningalgorithm.BinaryLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.OnlineLearningAlgorithm)
    • it.uniroma2.sag.kelp.learningalgorithm.classification.passiveaggressive.PassiveAggressiveClassification (implements it.uniroma2.sag.kelp.learningalgorithm.classification.ClassificationLearningAlgorithm)
      • it.uniroma2.sag.kelp.learningalgorithm.classification.passiveaggressive.KernelizedPassiveAggressiveClassification (implements it.uniroma2.sag.kelp.learningalgorithm.KernelMethod)
      • it.uniroma2.sag.kelp.learningalgorithm.classification.passiveaggressive.LinearPassiveAggressiveClassification (implements it.uniroma2.sag.kelp.learningalgorithm.LinearMethod)
    • it.uniroma2.sag.kelp.learningalgorithm.regression.passiveaggressive.PassiveAggressiveRegression (implements it.uniroma2.sag.kelp.learningalgorithm.regression.RegressionLearningAlgorithm)
      • it.uniroma2.sag.kelp.learningalgorithm.regression.passiveaggressive.KernelizedPassiveAggressiveRegression (implements it.uniroma2.sag.kelp.learningalgorithm.KernelMethod)
      • it.uniroma2.sag.kelp.learningalgorithm.regression.passiveaggressive.LinearPassiveAggressiveRegression (implements it.uniroma2.sag.kelp.learningalgorithm.LinearMethod)
  • it.uniroma2.sag.kelp.learningalgorithm.classification.pegasos.PegasosLearningAlgorithm (implements it.uniroma2.sag.kelp.learningalgorithm.BinaryLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.classification.ClassificationLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.LinearMethod)
  • it.uniroma2.sag.kelp.learningalgorithm.classification.perceptron.Perceptron (implements it.uniroma2.sag.kelp.learningalgorithm.BinaryLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.classification.ClassificationLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.OnlineLearningAlgorithm)
    • it.uniroma2.sag.kelp.learningalgorithm.classification.perceptron.KernelizedPerceptron (implements it.uniroma2.sag.kelp.learningalgorithm.KernelMethod)
    • it.uniroma2.sag.kelp.learningalgorithm.classification.perceptron.LinearPerceptron (implements it.uniroma2.sag.kelp.learningalgorithm.LinearMethod)
  • it.uniroma2.sag.kelp.predictionfunction.PredictionFunctionTypeResolver (implements com.fasterxml.jackson.databind.jsontype.TypeIdResolver)
  • it.uniroma2.sag.kelp.learningalgorithm.classification.liblinear.solver.Problem
  • it.uniroma2.sag.kelp.examples.demo.qc.QuestionClassification
  • it.uniroma2.sag.kelp.examples.demo.qc.QuestionClassificationLearningFromJson
  • it.uniroma2.sag.kelp.data.dataset.selector.RandomExampleSelector (implements it.uniroma2.sag.kelp.data.dataset.selector.ExampleSelector)
  • it.uniroma2.sag.kelp.examples.demo.rcv1.RCV1BinaryTextCategorization
    • it.uniroma2.sag.kelp.examples.demo.rcv1.RCV1BinaryTextCategorizationDCD
    • it.uniroma2.sag.kelp.examples.demo.rcv1.RCV1BinaryTextCategorizationLibLinear
    • it.uniroma2.sag.kelp.examples.demo.rcv1.RCV1BinaryTextCategorizationPA
    • it.uniroma2.sag.kelp.examples.demo.rcv1.RCV1BinaryTextCategorizationPegasos
    • it.uniroma2.sag.kelp.examples.demo.rcv1.RCV1BinaryTextCategorizationSCW
  • it.uniroma2.sag.kelp.examples.demo.rcv1.RCV1BinaryTextCategorizationDCDExperimentUtils
  • it.uniroma2.sag.kelp.examples.demo.rcv1.RCV1BinaryTextCategorizationLibLinearExperimentUtils
  • it.uniroma2.sag.kelp.examples.demo.rcv1.RCV1BinaryTextCategorizationPAExperimentUtils
  • it.uniroma2.sag.kelp.examples.demo.rcv1.RCV1BinaryTextCategorizationPegasosExperimentUtils
  • it.uniroma2.sag.kelp.examples.demo.rcv1.RCV1BinaryTextCategorizationSCWExperimentUtils
  • it.uniroma2.sag.kelp.data.representation.RepresentationFactory
  • it.uniroma2.sag.kelp.data.representation.RepresentationTypeResolver (implements com.fasterxml.jackson.databind.jsontype.TypeIdResolver)
  • it.uniroma2.sag.kelp.data.representation.structure.similarity.SameAdditionalInfoStructureElementSimilarity (implements it.uniroma2.sag.kelp.data.representation.structure.similarity.StructureElementSimilarityI)
  • it.uniroma2.sag.kelp.data.representation.tree.utils.SelectRepresentationFromExample
  • it.uniroma2.sag.kelp.learningalgorithm.classification.hmm.SequenceClassificationLearningAlgorithm (implements it.uniroma2.sag.kelp.learningalgorithm.LearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.MetaLearningAlgorithm)
    • it.uniroma2.sag.kelp.learningalgorithm.classification.hmm.SequenceClassificationKernelBasedLearningAlgorithm (implements it.uniroma2.sag.kelp.learningalgorithm.KernelMethod)
    • it.uniroma2.sag.kelp.learningalgorithm.classification.hmm.SequenceClassificationLinearLearningAlgorithm (implements it.uniroma2.sag.kelp.learningalgorithm.LinearMethod)
  • it.uniroma2.sag.kelp.data.dataset.SequenceDatasetReader
  • it.uniroma2.sag.kelp.data.dataset.SequenceDatasetWriter
  • it.uniroma2.sag.kelp.data.representation.sequence.SequenceElement (implements java.io.Serializable)
  • it.uniroma2.sag.kelp.data.label.SequenceEmission (implements java.lang.Comparable<T>, java.io.Serializable)
  • it.uniroma2.sag.kelp.data.examplegenerator.SequenceExampleGeneratorKernel (implements it.uniroma2.sag.kelp.data.examplegenerator.SequenceExampleGenerator)
  • it.uniroma2.sag.kelp.data.examplegenerator.SequenceExampleGeneratorLinear (implements it.uniroma2.sag.kelp.data.examplegenerator.SequenceExampleGenerator)
  • it.uniroma2.sag.kelp.data.examplegenerator.SequenceExampleGeneratorTypeResolver (implements com.fasterxml.jackson.databind.jsontype.TypeIdResolver)
  • it.uniroma2.sag.kelp.examples.main.SequenceKernelExample
  • it.uniroma2.sag.kelp.examples.demo.seqlearn.SequenceLearningKernelMain
  • it.uniroma2.sag.kelp.examples.demo.seqlearn.SequenceLearningLinearMain
  • it.uniroma2.sag.kelp.predictionfunction.model.SequenceModel (implements it.uniroma2.sag.kelp.predictionfunction.model.Model)
  • it.uniroma2.sag.kelp.data.example.SequencePath (implements java.lang.Comparable<T>, java.io.Serializable)
  • it.uniroma2.sag.kelp.predictionfunction.SequencePrediction (implements it.uniroma2.sag.kelp.predictionfunction.Prediction)
  • it.uniroma2.sag.kelp.predictionfunction.SequencePredictionFunction (implements it.uniroma2.sag.kelp.predictionfunction.PredictionFunction)
  • it.uniroma2.sag.kelp.data.representation.sequence.SequenceRepresentation (implements it.uniroma2.sag.kelp.data.representation.Representation)
  • it.uniroma2.sag.kelp.examples.main.SerializationExample
  • it.uniroma2.sag.kelp.data.dataset.SimpleDataset (implements it.uniroma2.sag.kelp.data.dataset.Dataset)
    • it.uniroma2.sag.kelp.data.dataset.SequenceDataset
  • it.uniroma2.sag.kelp.learningalgorithm.classification.scw.SoftConfidenceWeightedClassification (implements it.uniroma2.sag.kelp.learningalgorithm.BinaryLearningAlgorithm, it.uniroma2.sag.kelp.learningalgorithm.LinearMethod, it.uniroma2.sag.kelp.learningalgorithm.OnlineLearningAlgorithm)
  • it.uniroma2.sag.kelp.data.representation.vector.SparseVector (implements it.uniroma2.sag.kelp.data.representation.Vector)
  • it.uniroma2.sag.kelp.kernel.cache.SquaredNormCacheTypeResolver (implements com.fasterxml.jackson.databind.jsontype.TypeIdResolver)
  • it.uniroma2.sag.kelp.data.manipulator.StandardizationManipulator (implements it.uniroma2.sag.kelp.data.manipulator.Manipulator)
  • it.uniroma2.sag.kelp.kernel.tree.deltamatrix.StaticDeltaMatrix (implements it.uniroma2.sag.kelp.kernel.tree.deltamatrix.DeltaMatrix)
  • it.uniroma2.sag.kelp.data.label.StringLabel (implements java.lang.Comparable<T>, it.uniroma2.sag.kelp.data.label.Label)
  • it.uniroma2.sag.kelp.data.representation.string.StringRepresentation (implements it.uniroma2.sag.kelp.data.representation.Representation)
  • it.uniroma2.sag.kelp.data.representation.structure.StructureElement (implements java.io.Serializable)
    • it.uniroma2.sag.kelp.data.representation.structure.CompositionalStructureElement
    • it.uniroma2.sag.kelp.data.representation.structure.LexicalStructureElement
    • it.uniroma2.sag.kelp.data.representation.structure.PosStructureElement
    • it.uniroma2.sag.kelp.data.representation.structure.SyntacticStructureElement
    • it.uniroma2.sag.kelp.data.representation.structure.UntypedStructureElement
  • it.uniroma2.sag.kelp.data.representation.structure.StructureElementFactory
  • it.uniroma2.sag.kelp.data.representation.structure.similarity.StructureElementSimilarityTypeResolver (implements com.fasterxml.jackson.databind.jsontype.TypeIdResolver)
  • it.uniroma2.sag.kelp.predictionfunction.model.SupportVector
  • it.uniroma2.sag.kelp.learningalgorithm.classification.libsvm.solver.SvmSolution
  • java.lang.Throwable (implements java.io.Serializable)
    • java.lang.Exception
      • java.io.IOException
        • it.uniroma2.sag.kelp.data.representation.tree.utils.TreeIOException
      • it.uniroma2.sag.kelp.utils.exception.NoSuchPerformanceMeasureException
      • it.uniroma2.sag.kelp.data.example.ParsingExampleException
      • it.uniroma2.sag.kelp.data.representation.vector.exception.VectorOperationException
  • it.uniroma2.sag.kelp.data.manipulator.TreeAddAdditionalInfoFromArray (implements it.uniroma2.sag.kelp.data.manipulator.Manipulator)
  • it.uniroma2.sag.kelp.data.representation.tree.utils.TreeIO
  • it.uniroma2.sag.kelp.kernel.tree.TreeKernelUtils
  • it.uniroma2.sag.kelp.data.representation.tree.node.TreeNode (implements java.io.Serializable)
  • it.uniroma2.sag.kelp.data.representation.tree.node.TreeNodePairs (implements java.io.Serializable)
  • it.uniroma2.sag.kelp.data.manipulator.TreeNodePruner (implements it.uniroma2.sag.kelp.data.manipulator.Manipulator)
  • it.uniroma2.sag.kelp.data.representation.tree.utils.TreeNodeSelectorAllChildren (implements it.uniroma2.sag.kelp.data.representation.tree.utils.TreeNodeSelector)
  • it.uniroma2.sag.kelp.data.representation.tree.utils.TreeNodeSelectorAllDescendants (implements it.uniroma2.sag.kelp.data.representation.tree.utils.TreeNodeSelector)
  • it.uniroma2.sag.kelp.data.representation.tree.utils.TreeNodeSelectorAllLeaves (implements it.uniroma2.sag.kelp.data.representation.tree.utils.TreeNodeSelector)
  • it.uniroma2.sag.kelp.data.manipulator.TreePairRelTagger (implements it.uniroma2.sag.kelp.data.manipulator.Manipulator)
  • it.uniroma2.sag.kelp.examples.demo.pruning.TreePruningDemo
  • it.uniroma2.sag.kelp.data.representation.tree.TreeRepresentation (implements it.uniroma2.sag.kelp.data.representation.Representation)
  • it.uniroma2.sag.kelp.learningalgorithm.classification.liblinear.solver.Tron
  • it.uniroma2.sag.kelp.examples.demo.tweetsent2013.TweetSentimentAnalysisSemeval2013
  • it.uniroma2.sag.kelp.predictionfunction.regressionfunction.UnivariateRegressionFunction (implements it.uniroma2.sag.kelp.predictionfunction.regressionfunction.RegressionFunction)
    • it.uniroma2.sag.kelp.predictionfunction.regressionfunction.UnivariateKernelMachineRegressionFunction
    • it.uniroma2.sag.kelp.predictionfunction.regressionfunction.UnivariateLinearRegressionFunction
  • it.uniroma2.sag.kelp.predictionfunction.regressionfunction.UnivariateRegressionOutput (implements it.uniroma2.sag.kelp.predictionfunction.regressionfunction.RegressionOutput)
  • it.uniroma2.sag.kelp.data.representation.structure.similarity.VectorBasedStructureElementSimilarity (implements it.uniroma2.sag.kelp.data.representation.structure.similarity.StructureElementSimilarityI)
    • it.uniroma2.sag.kelp.data.representation.structure.similarity.LexicalStructureElementSimilarity
      • it.uniroma2.sag.kelp.data.representation.structure.similarity.compositional.CompositionalNodeSimilarity
        • it.uniroma2.sag.kelp.data.representation.structure.similarity.compositional.dilation.CompositionalNodeSimilarityDilation (implements it.uniroma2.sag.kelp.data.manipulator.Manipulator)
        • it.uniroma2.sag.kelp.data.representation.structure.similarity.compositional.product.CompositionalNodeSimilarityProduct (implements it.uniroma2.sag.kelp.data.manipulator.Manipulator)
        • it.uniroma2.sag.kelp.data.representation.structure.similarity.compositional.sum.CompositionalNodeSimilaritySum (implements it.uniroma2.sag.kelp.data.manipulator.Manipulator)
  • it.uniroma2.sag.kelp.data.manipulator.VectorConcatenationManipulator (implements it.uniroma2.sag.kelp.data.manipulator.Manipulator)
  • it.uniroma2.sag.kelp.data.manipulator.WLSubtreeMapper (implements it.uniroma2.sag.kelp.data.manipulator.Manipulator)
  • it.uniroma2.sag.kelp.wordspace.Wordspace (implements it.uniroma2.sag.kelp.wordspace.WordspaceI)
  • it.uniroma2.sag.kelp.wordspace.WordspaceTypeResolver (implements com.fasterxml.jackson.databind.jsontype.TypeIdResolver)

Interface Hierarchy

• it.uniroma2.sag.kelp.learningalgorithm.clustering.ClusteringAlgorithm
• it.uniroma2.sag.kelp.data.dataset.Dataset
• it.uniroma2.sag.kelp.kernel.tree.deltamatrix.DeltaMatrix
• it.uniroma2.sag.kelp.data.dataset.selector.ExampleSelector
• it.uniroma2.sag.kelp.learningalgorithm.KernelMethod
• it.uniroma2.sag.kelp.learningalgorithm.LearningAlgorithm
  • it.uniroma2.sag.kelp.learningalgorithm.BinaryLearningAlgorithm
  • it.uniroma2.sag.kelp.learningalgorithm.classification.ClassificationLearningAlgorithm
  • it.uniroma2.sag.kelp.learningalgorithm.EnsembleLearningAlgorithm
  • it.uniroma2.sag.kelp.learningalgorithm.MetaLearningAlgorithm
  • it.uniroma2.sag.kelp.learningalgorithm.OnlineLearningAlgorithm
  • it.uniroma2.sag.kelp.learningalgorithm.regression.RegressionLearningAlgorithm
• it.uniroma2.sag.kelp.learningalgorithm.classification.liblinear.solver.LibLinearFeature
• it.uniroma2.sag.kelp.linearization.LinearizationFunction
• it.uniroma2.sag.kelp.learningalgorithm.LinearMethod
• it.uniroma2.sag.kelp.data.manipulator.Manipulator
• it.uniroma2.sag.kelp.predictionfunction.model.Model
  • it.uniroma2.sag.kelp.predictionfunction.model.KernelMachineModel
• it.uniroma2.sag.kelp.utils.ObjectSerializer
• it.uniroma2.sag.kelp.predictionfunction.Prediction
  • it.uniroma2.sag.kelp.predictionfunction.classifier.ClassificationOutput
  • it.uniroma2.sag.kelp.predictionfunction.regressionfunction.RegressionOutput
• it.uniroma2.sag.kelp.predictionfunction.PredictionFunction
  • it.uniroma2.sag.kelp.predictionfunction.classifier.Classifier
  • it.uniroma2.sag.kelp.predictionfunction.regressionfunction.RegressionFunction
• it.uniroma2.sag.kelp.data.examplegenerator.SequenceExampleGenerator
• java.io.Serializable
  • it.uniroma2.sag.kelp.data.label.Label
  • it.uniroma2.sag.kelp.data.representation.Normalizable
    • it.uniroma2.sag.kelp.data.representation.Vector
  • it.uniroma2.sag.kelp.data.representation.Representation
    • it.uniroma2.sag.kelp.data.representation.Normalizable
      • it.uniroma2.sag.kelp.data.representation.Vector
    • it.uniroma2.sag.kelp.data.representation.Vector
  • it.uniroma2.sag.kelp.data.representation.Vector
• it.uniroma2.sag.kelp.kernel.cache.SquaredNormCache
• it.uniroma2.sag.kelp.data.representation.structure.filter.StructureElementFilter
• it.uniroma2.sag.kelp.data.representation.structure.similarity.StructureElementSimilarityI
• it.uniroma2.sag.kelp.data.representation.tree.node.filter.TreeNodeFilter
• it.uniroma2.sag.kelp.data.representation.tree.utils.TreeNodeSelector
• it.uniroma2.sag.kelp.data.representation.tree.node.similarity.TreeNodeSimilarity
• it.uniroma2.sag.kelp.wordspace.WordspaceI

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • it.uniroma2.sag.kelp.learningalgorithm.classification.dcd.DCDLoss
    • it.uniroma2.sag.kelp.learningalgorithm.classification.liblinear.solver.Problem.LibLinearSolverType
    • it.uniroma2.sag.kelp.learningalgorithm.classification.scw.SCWType
    • it.uniroma2.sag.kelp.learningalgorithm.classification.passiveaggressive.PassiveAggressiveClassification.Loss
    • it.uniroma2.sag.kelp.learningalgorithm.classification.passiveaggressive.BudgetedPassiveAggressiveClassification.DeletingPolicy
    • it.uniroma2.sag.kelp.learningalgorithm.PassiveAggressive.Policy
    • it.uniroma2.sag.kelp.data.representation.tree.utils.SelectRepresentationFromExample.representationSelectorInExample
    • it.uniroma2.sag.kelp.data.representation.tree.node.nodePruner.PruneNodeLowerThanThreshold.nodeComparisonOperator
    • it.uniroma2.sag.kelp.data.manipulator.TreePairRelTagger.MARKING_POLICY
    • it.uniroma2.sag.kelp.data.manipulator.TreeNodePruner.visitType
    • it.uniroma2.sag.kelp.data.dataset.CsvDatasetReader.LabelPosition