Name | Description | Type | Package | Framework |
Alphabet | A mapping between integers and objects where the mapping in each direction is efficient. | Class | cc.mallet.types | Mallet |
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AlphabetCarrying | An interface for objects that contain one or more Alphabets. | Interface | cc.mallet.types | Mallet |
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AlphabetFactory | | Class | cc.mallet.types | Mallet |
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ArrayListSequence | See Also:Serialized FormFields inherited from class java. | Class | cc.mallet.types | Mallet |
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ArraySequence | | Class | cc.mallet.types | Mallet |
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AugmentableFeatureVector | See Also:Serialized FormFields inherited from class cc. | Class | cc.mallet.types | Mallet |
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CachedMetric | Stores a hash for each object being compared for efficient computation. | Interface | cc.mallet.types | Mallet |
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ChainedInstanceIterator | Under development, and not sure we actually want to have a class list this. | Class | cc.mallet.types | Mallet |
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ConstantMatrix | | Interface | cc.mallet.types | Mallet |
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CrossValidationIterator | An iterator which splits an InstanceList into n-folds and iterates over the folds for use in n-fold cross-validation. | Class | cc.mallet.types | Mallet |
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DenseMatrix | | Class | cc.mallet.types | Mallet |
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DenseVector | See Also:Serialized FormFields inherited from class cc. | Class | cc.mallet.types | Mallet |
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Dirichlet | Various useful functions related to Dirichlet distributions. | Class | cc.mallet.types | Mallet |
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Dirichlet .Estimator | Constructor SummaryDirichlet. | Class | cc.mallet.types.Dirichlet | Mallet |
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Dirichlet .MethodOfMomentsEstimator | Constructor SummaryDirichlet. | Class | cc.mallet.types.Dirichlet | Mallet |
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ExpGain | | Class | cc.mallet.types | Mallet |
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ExpGain .Factory | Constructor SummaryExpGain. | Class | cc.mallet.types.ExpGain | Mallet |
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FeatureConjunction | | Class | cc.mallet.types | Mallet |
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FeatureConjunction .List | See Also:Serialized FormConstructor SummaryFeatureConjunction. | Class | cc.mallet.types.FeatureConjunction | Mallet |
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FeatureCounter | Efficient, compact, incremental counting of features in an alphabet. | Class | cc.mallet.types | Mallet |
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FeatureCounts | | Class | cc.mallet.types | Mallet |
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FeatureCounts .Factory | Constructor SummaryFeatureCounts. | Class | cc.mallet.types.FeatureCounts | Mallet |
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FeatureInducer | See Also:Serialized FormConstructor SummaryFeatureInducer(RankedFeatureVector. | Class | cc.mallet.types | Mallet |
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FeatureSelection | | Class | cc.mallet.types | Mallet |
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FeatureSelector | Constructor SummaryFeatureSelector(RankedFeatureVector. | Class | cc.mallet.types | Mallet |
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FeatureSequence | An implementation of Sequence that ensures that every Object in the sequence has the same class. | Class | cc.mallet.types | Mallet |
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FeatureSequenceWithBigrams | A FeatureSequence with a parallel record of bigrams, kept in a separate dictionaryAuthor:Andrew McCallumSee Also:Serialized Form | Class | cc.mallet.types | Mallet |
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FeatureVector | A subset of an Alphabet in which each element of the subset has an associated value. | Class | cc.mallet.types | Mallet |
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FeatureVectorSequence | | Class | cc.mallet.types | Mallet |
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GainRatio | List of features along with their thresholds sorted in descending order of the ratio of (1) information gained by splitting instances on the | Class | cc.mallet.types | Mallet |
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GradientGain | | Class | cc.mallet.types | Mallet |
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GradientGain .Factory | Constructor SummaryGradientGain. | Class | cc.mallet.types.GradientGain | Mallet |
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HashedSparseVector | See Also:Serialized FormFields inherited from class cc. | Class | cc.mallet.types | Mallet |
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IDSorter | This class is contains a comparator for use in sorting integers that have associated floating point values. | Class | cc.mallet.types | Mallet |
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IndexedSparseVector | See Also:Serialized FormFields inherited from class cc. | Class | cc.mallet.types | Mallet |
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InfoGain | | Class | cc.mallet.types | Mallet |
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InfoGain .Factory | Constructor SummaryInfoGain. | Class | cc.mallet.types.InfoGain | Mallet |
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Instance | A machine learning "example" to be used in training, testing or performance of various machine learning algorithms. | Class | cc.mallet.types | Mallet |
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InstanceList | A list of machine learning instances, typically used for training or testing of a machine learning algorithm. | Class | cc.mallet.types | Mallet |
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InstanceListTUI | | Class | cc.mallet.types | Mallet |
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InvertedIndex | | Class | cc.mallet.types | Mallet |
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KLGain | | Class | cc.mallet.types | Mallet |
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Label | | Class | cc.mallet.types | Mallet |
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LabelAlphabet | A mapping from arbitrary objects (usually String's) to integers (and corresponding Label objects) and back. | Class | cc.mallet.types | Mallet |
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Labeler | | Interface | cc.mallet.types | Mallet |
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Labeling | A distribution over possible labels for an instance. | Interface | cc.mallet.types | Mallet |
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Labelings | A collection of labelings, either for a multi-label problem (all labels are part of the same label dictionary), or a factorized | Class | cc.mallet.types | Mallet |
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Labels | Usually some distribution over possible labels for an instance. | Class | cc.mallet.types | Mallet |
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LabelSequence | | Class | cc.mallet.types | Mallet |
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LabelsSequence | A simple Sequence implementation where all of the elements must be Labels. | Class | cc.mallet.types | Mallet |
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LabelVector | | Class | cc.mallet.types | Mallet |
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LogNumber | | Class | cc.mallet.types | Mallet |
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Matrix | | Interface | cc.mallet.types | Mallet |
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Matrix2 | See Also:Serialized FormFields inherited from class cc. | Class | cc.mallet.types | Mallet |
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Matrixn | number of dimensions. | Class | cc.mallet.types | Mallet |
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MatrixOps | A class of static utility functions for manipulating arrays ofConstructor SummaryMatrixOps() | Class | cc.mallet.types | Mallet |
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Metric | | Interface | cc.mallet.types | Mallet |
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Minkowski | | Class | cc.mallet.types | Mallet |
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MultiInstanceList | An implementation of InstanceList that logically combines multiple instance lists so that they appear as one list without copying the original lists. | Class | cc.mallet.types | Mallet |
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Multinomial | A probability distribution over a set of features represented as a FeatureVector. | Class | cc.mallet.types | Mallet |
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Multinomial .Estimator | A hierarchy of classes used to produce estimates of probabilities, in the form of a Multinomial, from counts associated with the elements | Class | cc.mallet.types.Multinomial | Mallet |
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Multinomial .LaplaceEstimator | An MEstimator with m set to 1. | Class | cc.mallet.types.Multinomial | Mallet |
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Multinomial .Logged | A Multinomial in which the values associated with each feature index fi is Math. | Class | cc.mallet.types.Multinomial | Mallet |
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Multinomial .MAPEstimator | Unimplemented, but the MEstimators are. | Class | cc.mallet.types.Multinomial | Mallet |
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Multinomial .MEstimator | An Estimator in which probability estimates in a Multinomial are generated by adding a constant m (specified at construction time) | Class | cc.mallet.types.Multinomial | Mallet |
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Multinomial .MLEstimator | An MEstimator with m set to 0. | Class | cc.mallet.types.Multinomial | Mallet |
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NormalizedDotProductMetric | 1 - [ / sqrt (*)] aka 1 - cosine similarity | Class | cc.mallet.types | Mallet |
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NullLabel | Object that carries a LabelAlphabet. | Class | cc.mallet.types | Mallet |
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PagedInstanceList | An InstanceList which avoids OutOfMemoryErrors by saving Instances to disk when there is not enough memory to create a new | Class | cc.mallet.types | Mallet |
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PartiallyRankedFeatureVector | | Class | cc.mallet.types | Mallet |
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PartiallyRankedFeatureVector .Factory | | Interface | cc.mallet.types.PartiallyRankedFeatureVector | Mallet |
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PartiallyRankedFeatureVector .PerLabelFactory | | Interface | cc.mallet.types.PartiallyRankedFeatureVector | Mallet |
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PerLabelFeatureCounts | | Class | cc.mallet.types | Mallet |
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PerLabelFeatureCounts .Factory | Constructor SummaryPerLabelFeatureCounts. | Class | cc.mallet.types.PerLabelFeatureCounts | Mallet |
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PerLabelInfoGain | | Class | cc.mallet.types | Mallet |
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PerLabelInfoGain .Factory | Constructor SummaryPerLabelInfoGain. | Class | cc.mallet.types.PerLabelInfoGain | Mallet |
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PropertyHolder | | Interface | cc.mallet.types | Mallet |
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RankedFeatureVector | | Class | cc.mallet.types | Mallet |
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RankedFeatureVector .Factory | | Interface | cc.mallet.types.RankedFeatureVector | Mallet |
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RankedFeatureVector .PerLabelFactory | | Interface | cc.mallet.types.RankedFeatureVector | Mallet |
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ROCData | Tracks ROC data for instances in Trial results. | Class | cc.mallet.types | Mallet |
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Sequence | | Interface | cc.mallet.types | Mallet |
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SequencePair | | Class | cc.mallet.types | Mallet |
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SequencePairAlignment | | Class | cc.mallet.types | Mallet |
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SingleInstanceIterator | | Class | cc.mallet.types | Mallet |
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SparseMatrixn | number of dimensions. | Class | cc.mallet.types | Mallet |
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SparseVector | A vector that allocates memory only for non-zero values. | Class | cc.mallet.types | Mallet |
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StringEditFeatureVectorSequence | | Class | cc.mallet.types | Mallet |
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StringEditVector | See Also:Serialized FormConstructor SummaryStringEditVector() | Class | cc.mallet.types | Mallet |
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StringKernel | Computes a similarity metric between two strings, based on counts of common subsequences of characters. | Class | cc.mallet.types | Mallet |
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TestAlphabet | Created: Nov 24, 2004Version:$Id: TestAlphabet. | Class | cc.mallet.types.tests | Mallet |
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TestAugmentableFeatureVector | Created: Dec 30, 2004Version:$Id: TestAugmentableFeatureVector. | Class | cc.mallet.types.tests | Mallet |
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TestFeatureSequence | Constructor SummaryTestFeatureSequence(java. | Class | cc.mallet.types.tests | Mallet |
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TestFeatureVector | Constructor SummaryTestFeatureVector(java. | Class | cc.mallet.types.tests | Mallet |
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TestHashedSparseVector | Constructor SummaryTestHashedSparseVector(java. | Class | cc.mallet.types.tests | Mallet |
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TestIndexedSparseVector | Constructor SummaryTestIndexedSparseVector(java. | Class | cc.mallet.types.tests | Mallet |
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TestInstanceListWeights | Constructor SummaryTestInstanceListWeights()Methods inherited from class java. | Class | cc.mallet.types.tests | Mallet |
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TestLabelAlphabet | Created: Nov 24, 2004Version:$Id: TestLabelAlphabet. | Class | cc.mallet.types.tests | Mallet |
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TestLabelsSequence | Created: Sep 21, 2004Version:$Id: TestLabelsSequence. | Class | cc.mallet.types.tests | Mallet |
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TestLabelVector | Constructor SummaryTestLabelVector(java. | Class | cc.mallet.types.tests | Mallet |
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TestMatrix | Constructor SummaryTestMatrix(java. | Class | cc.mallet.types.tests | Mallet |
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TestMatrixn | Created: Aug 30, 2004Version:$Id: TestMatrixn. | Class | cc.mallet.types.tests | Mallet |
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TestMultinomial | Constructor SummaryTestMultinomial(java. | Class | cc.mallet.types.tests | Mallet |
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TestPagedInstanceList | Created: Apr 19, 2005Version:$Id: TestPagedInstanceList. | Class | cc.mallet.types.tests | Mallet |
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TestRankedFeatureVector | Constructor SummaryTestRankedFeatureVector(java. | Class | cc.mallet.types.tests | Mallet |
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TestSerializable | Static utility for testing serializable classes in MALLET. | Class | cc.mallet.types.tests | Mallet |
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TestSparseMatrixn | Created: Aug 30, 2004Version:$Id: TestSparseMatrixn. | Class | cc.mallet.types.tests | Mallet |
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TestSparseVector | Constructor SummaryTestSparseVector(java. | Class | cc.mallet.types.tests | Mallet |
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TestToken | Constructor SummaryTestToken(java. | Class | cc.mallet.types.tests | Mallet |
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Token | A representation of a piece of text, usually a single word, to which we can attach properties. | Class | cc.mallet.types | Mallet |
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TokenSequence | A representation of a piece of text, usually a single word, to which we can attach properties. | Class | cc.mallet.types | Mallet |
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Vector | | Interface | cc.mallet.types | Mallet |