Serialized Form (kelp-full 2.2.1 API)

Package it.uniroma2.sag.kelp.data.clustering
- Class it.uniroma2.sag.kelp.data.clustering.Cluster extends Object implements Serializable
  
  serialVersionUID:
  
  5118220715068288983L
  - Serialized Fields
    - label
```
String label
```
      A possible label to characterize the cluster
    - examples
```
Vector<E> examples
```
      The set of objects within the cluster
- Class it.uniroma2.sag.kelp.data.clustering.ClusterExample extends Object implements Serializable
  
  serialVersionUID:
  
  7307191813347830208L
  - Serialized Fields
    - example
```
Example example
```
    - dist
```
Float dist
```
- Class it.uniroma2.sag.kelp.data.clustering.ClusterList extends ArrayList<Cluster> implements Serializable
  
  serialVersionUID:
  
  2023197056285787728L
Package it.uniroma2.sag.kelp.data.example
- Class it.uniroma2.sag.kelp.data.example.Example extends Object implements Serializable
  
  serialVersionUID:
  
  755613612497626480L
  - Serialized Fields
    - classificationLabels
```
HashSet<E> classificationLabels
```
    - regressionValues
```
ArrayList<E> regressionValues
```
    - propertyToIndexMapping
```
HashMap<K,V> propertyToIndexMapping
```
    - exampleId
```
long exampleId
```
- Class it.uniroma2.sag.kelp.data.example.ExamplePair extends SimpleExample implements Serializable
  
  serialVersionUID:
  
  8709822366703676966L
  - Serialized Fields
    - leftExample
```
Example leftExample
```
    - rightExample
```
Example rightExample
```
- Class it.uniroma2.sag.kelp.data.example.ParsingExampleException extends Exception implements Serializable
  
  serialVersionUID:
  
  3273436258470592591L
  - Serialized Fields
    - exampleString
```
String exampleString
```
- Class it.uniroma2.sag.kelp.data.example.SequenceExample extends SimpleExample implements Serializable
  
  serialVersionUID:
  
  6630622367839228834L
  - Serialized Fields
    - examples
```
List<E> examples
```
      The list of examples composing the sequence
- Class it.uniroma2.sag.kelp.data.example.SequencePath extends Object implements Serializable
  
  serialVersionUID:
  
  -6161123714742699932L
  - Serialized Fields
    - assignedSequenceLabels
```
List<E> assignedSequenceLabels
```
      The collection of SequenceLabels produced during the sequence labeling process
    - score
```
Double score
```
      This score can be used to select one specific sequence labeling among several provided solutions, e.g., when a Beam Searcher is activated.
- Class it.uniroma2.sag.kelp.data.example.SimpleExample extends Example implements Serializable
  
  serialVersionUID:
  
  -8619029107770256417L
  - Serialized Fields
    - logger
```
org.slf4j.Logger logger
```
    - representations
```
HashMap<K,V> representations
```
Package it.uniroma2.sag.kelp.data.label
- Class it.uniroma2.sag.kelp.data.label.NumericLabel extends Object implements Serializable
  
  serialVersionUID:
  
  9106999750323023354L
  - Serialized Fields
    - value
```
float value
```
    - property
```
Label property
```
- Class it.uniroma2.sag.kelp.data.label.SequenceEmission extends Object implements Serializable
  
  serialVersionUID:
  
  -4088372333901214120L
  - Serialized Fields
    - label
```
Label label
```
      The class assigned to an element in the sequence
    - emission
```
Float emission
```
      It is assigned from the classifier and used in the Viterbi-like decoding to derive the best sequence labeling.
- Class it.uniroma2.sag.kelp.data.label.StringLabel extends Object implements Serializable
  
  serialVersionUID:
  
  1931028205403311309L
  - Serialized Fields
    - className
```
String className
```
Package it.uniroma2.sag.kelp.data.representation
Package it.uniroma2.sag.kelp.data.representation.graph
- Class it.uniroma2.sag.kelp.data.representation.graph.DirectedGraphRepresentation extends Object implements Serializable
  
  serialVersionUID:
  
  5688462570989530911L
  - Serialized Fields
    - logger
```
org.slf4j.Logger logger
```
    - nodes
```
List<E> nodes
```
    - nodesIdToGraphObjs
```
gnu.trove.map.hash.TIntIntHashMap nodesIdToGraphObjs
```
    - nodesDistances
```
List<E> nodesDistances
```
- Class it.uniroma2.sag.kelp.data.representation.graph.GraphNode extends Object implements Serializable
  
  serialVersionUID:
  
  4670210629107405156L
  - Serialized Fields
    - content
```
StructureElement content
```
    - id
```
int id
```
    - outgoingEdges
```
List<E> outgoingEdges
```
- Class it.uniroma2.sag.kelp.data.representation.graph.NodeDistance extends Object implements Serializable
  
  serialVersionUID:
  
  -2760208191540762316L
  - Serialized Fields
    - initialNode
```
GraphNode initialNode
```
    - finalNode
```
GraphNode finalNode
```
    - distance
```
float distance
```
    - hash
```
int hash
```
Package it.uniroma2.sag.kelp.data.representation.sequence
- Class it.uniroma2.sag.kelp.data.representation.sequence.SequenceElement extends Object implements Serializable
  
  serialVersionUID:
  
  -468185636685287237L
  - Serialized Fields
    - content
```
StructureElement content
```
    - previous
```
SequenceElement previous
```
    - next
```
SequenceElement next
```
- Class it.uniroma2.sag.kelp.data.representation.sequence.SequenceRepresentation extends Object implements Serializable
  
  serialVersionUID:
  
  -2845957944433203042L
  - Serialized Fields
    - logger
```
org.slf4j.Logger logger
```
    - elements
```
List<E> elements
```
Package it.uniroma2.sag.kelp.data.representation.string
- Class it.uniroma2.sag.kelp.data.representation.string.StringRepresentation extends Object implements Serializable
  
  serialVersionUID:
  
  7545341469080995862L
  - Serialized Fields
    - logger
```
org.slf4j.Logger logger
```
    - string
```
String string
```
    - charArray
```
char[] charArray
```
Package it.uniroma2.sag.kelp.data.representation.structure
- Class it.uniroma2.sag.kelp.data.representation.structure.CompositionalStructureElement extends StructureElement implements Serializable
  
  serialVersionUID:
  
  -1904392939080268356L
  - Serialized Fields
    - logger
```
org.slf4j.Logger logger
```
    - dependencyRelation
```
String dependencyRelation
```
    - head
```
LexicalStructureElement head
```
    - modifier
```
LexicalStructureElement modifier
```
    - textFromData
```
String textFromData
```
- Class it.uniroma2.sag.kelp.data.representation.structure.LexicalStructureElement extends StructureElement implements Serializable
  
  serialVersionUID:
  
  -2474140537227516080L
  - Serialized Fields
    - lemma
```
String lemma
```
      The lemma of the represented word
    - pos
```
String pos
```
      The Part-of-Speech of the represented word
    - textFromData
```
String textFromData
```
- Class it.uniroma2.sag.kelp.data.representation.structure.PosStructureElement extends StructureElement implements Serializable
  
  serialVersionUID:
  
  1231706888018397734L
  - Serialized Fields
    - pos
```
String pos
```
      The Part-of-Speech
- Class it.uniroma2.sag.kelp.data.representation.structure.StructureElement extends Object implements Serializable
  
  serialVersionUID:
  
  4570173314652208985L
  - Serialized Fields
    - additionalInformation
```
HashMap<K,V> additionalInformation
```
- Class it.uniroma2.sag.kelp.data.representation.structure.SyntacticStructureElement extends StructureElement implements Serializable
  
  serialVersionUID:
  
  1890367479304586367L
  - Serialized Fields
    - syntacticRelation
```
String syntacticRelation
```
      The syntactic relation
- Class it.uniroma2.sag.kelp.data.representation.structure.UntypedStructureElement extends StructureElement implements Serializable
  
  serialVersionUID:
  
  4121141061396740459L
  - Serialized Fields
    - label
```
String label
```
      The label of the element
Package it.uniroma2.sag.kelp.data.representation.tree
- Class it.uniroma2.sag.kelp.data.representation.tree.TreeRepresentation extends Object implements Serializable
  
  serialVersionUID:
  
  5856527731146702094L
  - Serialized Fields
    - logger
```
org.slf4j.Logger logger
```
    - root
```
TreeNode root
```
      The root node of the tree
    - orderedNodeSetByLabel
```
List<E> orderedNodeSetByLabel
```
      The complete set of tree nodes ordered alphabetically by label. Used by several Tree Kernel functions.
    - orderedNodeSetByProduction
```
List<E> orderedNodeSetByProduction
```
      The complete set of tree nodes ordered alphabetically by production string. Used by several Tree Kernel functions.
    - orderedNodeSetByProductionIgnoringLeaves
```
List<E> orderedNodeSetByProductionIgnoringLeaves
```
      The of non terminal tree nodes ordered alphabetically by production string. Used by several Tree Kernel functions.
    - height
```
Integer height
```
      The height of the tree
    - branchingFactor
```
Integer branchingFactor
```
      The branching factor of the tree
Package it.uniroma2.sag.kelp.data.representation.tree.node
- Class it.uniroma2.sag.kelp.data.representation.tree.node.TreeNode extends Object implements Serializable
  
  serialVersionUID:
  
  3112378816044567678L
  - Serialized Fields
    - content
```
StructureElement content
```
    - id
```
Integer id
```
      The node identifier, used in the tree kernel implementations to access caches. It MUST be unique for each node in the tree.
    - father
```
TreeNode father
```
      The father of the node within the hosting tree representation
    - children
```
ArrayList<E> children
```
      The children nodes
    - production
```
char[] production
```
      A string encoding the node production, e.g. in (S(NP)(VP)) the production string is S->NP,VP
    - productionIgnoringLeaves
```
char[] productionIgnoringLeaves
```
      A string encoding the node production, e.g. in (S(NP)(VP)) the production string is S->NP,VP. Leaf children are ignored
- Class it.uniroma2.sag.kelp.data.representation.tree.node.TreeNodePairs extends Object implements Serializable
  
  serialVersionUID:
  
  7256958840350258797L
  - Serialized Fields
    - Nx
```
TreeNode Nx
```
      The first node in the pair
    - Nz
```
TreeNode Nz
```
      The second node in the pair
Package it.uniroma2.sag.kelp.data.representation.tree.utils
- Class it.uniroma2.sag.kelp.data.representation.tree.utils.TreeIOException extends IOException implements Serializable
  
  serialVersionUID:
  
  -7686643355524109544L
Package it.uniroma2.sag.kelp.data.representation.vector
- Class it.uniroma2.sag.kelp.data.representation.vector.DenseVector extends Object implements Serializable
  
  serialVersionUID:
  
  1150851329091800382L
  - Serialized Fields
    - logger
```
org.slf4j.Logger logger
```
    - featuresValues
```
org.ejml.data.DenseMatrix64F featuresValues
```
- Class it.uniroma2.sag.kelp.data.representation.vector.SparseVector extends Object implements Serializable
  
  serialVersionUID:
  
  1856046477863508095L
  - Serialized Fields
    - logger
```
org.slf4j.Logger logger
```
    - vector
```
gnu.trove.map.TIntFloatMap vector
```
Package it.uniroma2.sag.kelp.data.representation.vector.exception
- Class it.uniroma2.sag.kelp.data.representation.vector.exception.VectorOperationException extends Exception implements Serializable
  
  serialVersionUID:
  
  -7611734518801109831L
  - Serialized Fields
    - second
```
Vector second
```
    - first
```
Vector first
```
Package it.uniroma2.sag.kelp.kernel.cache
- Class it.uniroma2.sag.kelp.kernel.cache.DynamicIndexKernelCache extends KernelCache implements Serializable
  
  serialVersionUID:
  
  -4866777451585203988L
  - Serialized Fields
    - cacheSize
```
int cacheSize
```
      Deprecated.
    - examplesToStore
```
int examplesToStore
```
      Deprecated.
    - examplesToDiscard
```
int examplesToDiscard
```
      Deprecated.
    - fromExampleIdToCachePosition
```
gnu.trove.map.hash.TLongIntHashMap fromExampleIdToCachePosition
```
      Deprecated.
    - fromCachePositionToExampleId
```
gnu.trove.map.hash.TIntLongHashMap fromCachePositionToExampleId
```
      Deprecated.
    - kernelValue
```
float[] kernelValue
```
      Deprecated.
    - accessesCounter
```
long accessesCounter
```
      Deprecated.
    - exampleLastAccess
```
long[] exampleLastAccess
```
      Deprecated.
    - freePositions
```
ArrayList<E> freePositions
```
      Deprecated.
- Class it.uniroma2.sag.kelp.kernel.cache.FixIndexKernelCache extends KernelCache implements Serializable
  
  serialVersionUID:
  
  1L
  - Serialized Fields
    - cacheSize
```
int cacheSize
```
      Deprecated.
    - examplesToStore
```
int examplesToStore
```
      Deprecated.
    - cachedExample
```
long[] cachedExample
```
      Deprecated.
    - kernelValue
```
float[] kernelValue
```
      Deprecated.
- Class it.uniroma2.sag.kelp.kernel.cache.FixSizeKernelCache extends KernelCache implements Serializable
  
  serialVersionUID:
  
  -4866777451585203988L
  - Serialized Fields
    - examplesToStore
```
int examplesToStore
```
    - examplesToDiscard
```
int examplesToDiscard
```
    - fromExampleIdToCacheRow
```
gnu.trove.map.hash.TLongIntHashMap fromExampleIdToCacheRow
```
    - fromCacheRowToExampleId
```
gnu.trove.map.hash.TIntLongHashMap fromCacheRowToExampleId
```
    - kernelValues
```
float[][] kernelValues
```
    - accessesCounter
```
long accessesCounter
```
    - exampleLastAccess
```
long[] exampleLastAccess
```
    - freeRows
```
ArrayList<E> freeRows
```
- Class it.uniroma2.sag.kelp.kernel.cache.StripeKernelCache extends KernelCache implements Serializable
  
  serialVersionUID:
  
  -4040974882736610829L
  - Serialized Fields
    - maxNumberOfRows
```
int maxNumberOfRows
```
      The maximum number of stripes that can be added to the cache
    - numberOfColumns
```
int numberOfColumns
```
      The maximum number of different examples that can be added to the cache (i.e. the matrix columns in the matrix buffer). This size cannot be exceed.
    - buffer
```
float[][] buffer
```
      An array of vector containing the kernel values. Each row i in the matrix reflects the i-th example and the j-th column reflects the i-th example
    - freeRowsIds
```
ArrayList<E> freeRowsIds
```
      The list of rows in buffer that are empty
    - examplesIdQueue
```
Queue<E> examplesIdQueue
```
      The FIFO list of added examples. It helps to remove the "oldest" example when the cache is full
    - rowDict
```
gnu.trove.map.hash.TLongIntHashMap rowDict
```
      The map between Example Id and the row of the matrix to which the Example is assigned to
    - columnDict
```
gnu.trove.map.hash.TLongIntHashMap columnDict
```
      The map between Example Id and columns of the matrix to which the Example is assigned to
    - matrixColumnIndex
```
int matrixColumnIndex
```
      This counter is used to determine the assignment of Examples to the correct cache columns
    - normCache
```
gnu.trove.map.hash.TLongFloatHashMap normCache
```
    - lastAddedIndexRow
```
long lastAddedIndexRow
```
    - lastAddedIndexColumn
```
long lastAddedIndexColumn
```
    - previousAddedIndexColumn
```
long previousAddedIndexColumn
```
Package it.uniroma2.sag.kelp.learningalgorithm.clustering.kernelbasedkmeans
- Class it.uniroma2.sag.kelp.learningalgorithm.clustering.kernelbasedkmeans.KernelBasedKMeansExample extends ClusterExample implements Serializable
  
  serialVersionUID:
  
  -5368757832244686390L
Package it.uniroma2.sag.kelp.learningalgorithm.clustering.kmeans
- Class it.uniroma2.sag.kelp.learningalgorithm.clustering.kmeans.LinearKMeansCluster extends Cluster implements Serializable
  
  serialVersionUID:
  
  5929926539580341620L
  - Serialized Fields
    - centroid
```
Vector centroid
```
      The cluster centroid.
- Class it.uniroma2.sag.kelp.learningalgorithm.clustering.kmeans.LinearKMeansExample extends ClusterExample implements Serializable
  
  serialVersionUID:
  
  4309082543662353543L
Package it.uniroma2.sag.kelp.linearization.nystrom
- Class it.uniroma2.sag.kelp.linearization.nystrom.NystromMethodEnsemble extends ArrayList<NystromMethod> implements Serializable
  
  serialVersionUID:
  
  -7379502720881996512L
  - Serialized Fields
    - logger
```
org.slf4j.Logger logger
```
Package it.uniroma2.sag.kelp.utils.exception
- Class it.uniroma2.sag.kelp.utils.exception.NoSuchPerformanceMeasureException extends Exception implements Serializable
  
  serialVersionUID:
  
  -4018587330587941833L

Serialized Form

Package it.uniroma2.sag.kelp.data.clustering

Class it.uniroma2.sag.kelp.data.clustering.Cluster extends Object implements Serializable

Serialized Fields

label

examples

Class it.uniroma2.sag.kelp.data.clustering.ClusterExample extends Object implements Serializable

Serialized Fields

example

dist

Class it.uniroma2.sag.kelp.data.clustering.ClusterList extends ArrayList<Cluster> implements Serializable

Package it.uniroma2.sag.kelp.data.example

Class it.uniroma2.sag.kelp.data.example.Example extends Object implements Serializable

Serialized Fields

classificationLabels

regressionValues

propertyToIndexMapping

exampleId

Class it.uniroma2.sag.kelp.data.example.ExamplePair extends SimpleExample implements Serializable

Serialized Fields

leftExample

rightExample

Class it.uniroma2.sag.kelp.data.example.ParsingExampleException extends Exception implements Serializable

Serialized Fields

exampleString

Class it.uniroma2.sag.kelp.data.example.SequenceExample extends SimpleExample implements Serializable

Serialized Fields

examples

Class it.uniroma2.sag.kelp.data.example.SequencePath extends Object implements Serializable

Serialized Fields

assignedSequenceLabels

score

Class it.uniroma2.sag.kelp.data.example.SimpleExample extends Example implements Serializable

Serialized Fields

logger

representations

Package it.uniroma2.sag.kelp.data.label

Class it.uniroma2.sag.kelp.data.label.NumericLabel extends Object implements Serializable

Serialized Fields

value

property

Class it.uniroma2.sag.kelp.data.label.SequenceEmission extends Object implements Serializable

Serialized Fields

label

emission

Class it.uniroma2.sag.kelp.data.label.StringLabel extends Object implements Serializable

Serialized Fields

className

Package it.uniroma2.sag.kelp.data.representation

Package it.uniroma2.sag.kelp.data.representation.graph

Class it.uniroma2.sag.kelp.data.representation.graph.DirectedGraphRepresentation extends Object implements Serializable

Serialized Fields

logger

nodes

nodesIdToGraphObjs

nodesDistances

Class it.uniroma2.sag.kelp.data.representation.graph.GraphNode extends Object implements Serializable

Serialized Fields

content

id

outgoingEdges

Class it.uniroma2.sag.kelp.data.representation.graph.NodeDistance extends Object implements Serializable

Serialized Fields

initialNode

finalNode

distance

hash

Package it.uniroma2.sag.kelp.data.representation.sequence

Class it.uniroma2.sag.kelp.data.representation.sequence.SequenceElement extends Object implements Serializable

Serialized Fields

content

previous

next

Class it.uniroma2.sag.kelp.data.representation.sequence.SequenceRepresentation extends Object implements Serializable

Serialized Fields

logger

elements

Package it.uniroma2.sag.kelp.data.representation.string

Class it.uniroma2.sag.kelp.data.representation.string.StringRepresentation extends Object implements Serializable

Serialized Fields