Serialized Form (streaminer 1.0-SNAPSHOT API)

Package org.streaminer.stream.cardinality
- Class org.streaminer.stream.cardinality.AdaptiveCounting.Builder extends Object implements Serializable
  
  serialVersionUID:
  
  2205437102378081334L
  - Serialized Fields
    - k
```
int k
```
- Class org.streaminer.stream.cardinality.CardinalityMergeException extends Exception implements Serializable
- Class org.streaminer.stream.cardinality.CountThenEstimate extends Object implements Serializable
  - Serialization Methods
    - readExternal
```
public void readExternal(ObjectInput in)
                  throws IOException,
                         ClassNotFoundException
```
      Throws:
      
      IOException
      
      ClassNotFoundException
    - writeExternal
```
public void writeExternal(ObjectOutput out)
                   throws IOException
```
      Throws:
      
      IOException
- Class org.streaminer.stream.cardinality.CountThenEstimate.CountThenEstimateMergeException extends CardinalityMergeException implements Serializable
- Class org.streaminer.stream.cardinality.HyperLogLog.Builder extends Object implements Serializable
  - Serialized Fields
    - rsd
```
double rsd
```
- Class org.streaminer.stream.cardinality.HyperLogLog.HyperLogLogMergeException extends CardinalityMergeException implements Serializable
- Class org.streaminer.stream.cardinality.HyperLogLogPlus.Builder extends Object implements Serializable
  - Serialized Fields
    - p
```
int p
```
    - sp
```
int sp
```
- Class org.streaminer.stream.cardinality.HyperLogLogPlus.HyperLogLogPlusMergeException extends CardinalityMergeException implements Serializable
- Class org.streaminer.stream.cardinality.LinearCounting.Builder extends Object implements Serializable
  
  serialVersionUID:
  
  -4245416224034648428L
  - Serialized Fields
    - size
```
int size
```
- Class org.streaminer.stream.cardinality.LinearCounting.LinearCountingMergeException extends CardinalityMergeException implements Serializable
- Class org.streaminer.stream.cardinality.LogLog.LogLogMergeException extends CardinalityMergeException implements Serializable
Package org.streaminer.stream.classifier
- Class org.streaminer.stream.classifier.AbstractClassifier extends Object implements Serializable
 
 serialVersionUID:
 
 -8809157061575037435L
- Class org.streaminer.stream.classifier.AbstractMultiClassifier extends AbstractClassifier<D,Map<C,C>> implements Serializable
 
 serialVersionUID:
 
 4972506709366344827L
 - Serialized Fields
 - attributes
```
List<E> attributes
```
- Class org.streaminer.stream.classifier.MajorityClass extends AbstractClassifier<Data,String> implements Serializable
 
 serialVersionUID:
 
 2843128554725059166L
 - Serialized Fields
 - dist
```
Distribution<T extends Serializable> dist
```
 - labelAttribute
```
String labelAttribute
```
- Class org.streaminer.stream.classifier.MultiRandomClassifier extends AbstractClassifier<Data,Map<String,String>> implements Serializable
 
 serialVersionUID:
 
 3687537399872562759L
 - Serialized Fields
 - rnd
```
Random rnd
```
 - labelAttribute
```
String labelAttribute
```
 - classes
```
Map<K,V> classes
```
- Class org.streaminer.stream.classifier.Perceptron extends AbstractClassifier<Data,String> implements Serializable
 
 serialVersionUID:
 
 -3263838547557335984L
 - Serialized Fields
 - learnRate
```
Double learnRate
```
 - labelAttribute
```
String labelAttribute
```
 - labels
```
List<E> labels
```
 - attributes
```
List<E> attributes
```
 - model
```
HyperplaneModel model
```
- Class org.streaminer.stream.classifier.RandomClassifier extends AbstractClassifier<Data,String> implements Serializable
 
 serialVersionUID:
 
 3687537399872562759L
 - Serialized Fields
 - rnd
```
Random rnd
```
 - labelAttribute
```
String labelAttribute
```
 - classes
```
List<E> classes
```
Package org.streaminer.stream.classifier.bayes
- Class org.streaminer.stream.classifier.bayes.BoundedBayes extends NaiveBayes implements Serializable
 
 serialVersionUID:
 
 -3975602278242211790L
 - Serialized Fields
 - limit
```
Integer limit
```
- Class org.streaminer.stream.classifier.bayes.LossyBayes extends NaiveBayes implements Serializable
 
 serialVersionUID:
 
 -3975602278242211790L
 - Serialized Fields
 - epsilon
```
Double epsilon
```
- Class org.streaminer.stream.classifier.bayes.MultiBayes extends AbstractMultiClassifier<Data,String> implements Serializable
 
 serialVersionUID:
 
 6744468614488176888L
 - Serialized Fields
 - learner
```
Map<K,V> learner
```
- Class org.streaminer.stream.classifier.bayes.MultiLossyBayes extends MultiBayes implements Serializable
 
 serialVersionUID:
 
 1354945765610306076L
 - Serialized Fields
 - epsilon
```
Double epsilon
```
- Class org.streaminer.stream.classifier.bayes.MultiTopkBayes extends MultiBayes implements Serializable
 
 serialVersionUID:
 
 1354945765610306076L
 - Serialized Fields
 - k
```
int k
```
 - i
```
int i
```
 - nestedNBs
```
int nestedNBs
```
- Class org.streaminer.stream.classifier.bayes.NaiveBayes extends AbstractClassifier<Data,String> implements Serializable
 
 serialVersionUID:
 
 1095437834368310484L
 - Serialized Fields
 - labelAttribute
```
String labelAttribute
```
 - laplaceCorrection
```
Double laplaceCorrection
```
 - confidenceGap
```
Double confidenceGap
```
 - wop
```
Boolean wop
```
 - classDistribution
```
Distribution<T extends Serializable> classDistribution
```
 - distributions
```
Map<K,V> distributions
```
- Class org.streaminer.stream.classifier.bayes.NaiveBayesWOP extends AbstractClassifier<Data,String> implements Serializable
 
 serialVersionUID:
 
 1095437834368310484L
 - Serialized Fields
 - labelAttribute
```
String labelAttribute
```
 - laplaceCorrection
```
Double laplaceCorrection
```
 - classDistribution
```
Distribution<T extends Serializable> classDistribution
```
 - distributions
```
Map<K,V> distributions
```
- Class org.streaminer.stream.classifier.bayes.StickySamplingBayes extends NaiveBayes implements Serializable
 
 serialVersionUID:
 
 -3975602278242211790L
 - Serialized Fields
 - support
```
Double support
```
 - error
```
Double error
```
 - probabilityOfFailure
```
Double probabilityOfFailure
```
- Class org.streaminer.stream.classifier.bayes.TopKBayes extends NaiveBayes implements Serializable
 
 serialVersionUID:
 
 6909521190510452944L
 - Serialized Fields
 - k
```
Integer k
```
Package org.streaminer.stream.classifier.tree
- Class org.streaminer.stream.classifier.tree.BinaryTreeNode extends Object implements Serializable
 
 serialVersionUID:
 
 -1888232699524432103L
 - Serialized Fields
 - name
```
String name
```
 - parent
```
BinaryTreeNode parent
```
 - left
```
BinaryTreeNode left
```
 - right
```
BinaryTreeNode right
```
 - nodeInfo
```
NodeInfo nodeInfo
```
 - value
```
Object value
```
- Class org.streaminer.stream.classifier.tree.BTreeNode extends BinaryTreeNode<RegressionTreeStatistics,Double> implements Serializable
 
 serialVersionUID:
 
 -3488366594443164439L
 - Serialized Fields
 - lower
```
RegressionTreeStatistics lower
```
 - upper
```
RegressionTreeStatistics upper
```
- Class org.streaminer.stream.classifier.tree.HoeffdingTree extends Object implements Serializable
 
 serialVersionUID:
 
 -2578445642027682454L
 - Serialized Fields
 - tree
```
HoeffdingTreeModel tree
```
 The resulting HoeffdingTree which is incrementally updated
 - featureValuePairs
```
Map<K,V> featureValuePairs
```
 contains all possible features and for each feature all possible values
 - labels
```
List<E> labels
```
 all possible labels
 - NodeDataPairs
```
Map<K,V> NodeDataPairs
```
 contains all current leafs and for each leaf the corresponding counters
 - numerator
```
double numerator
```
 the numerator of the fraction under the square root in the hoeffding bound (used for epsilon computation)
 - qualityCriterion
```
QualityCriterion qualityCriterion
```
 the chosen QualityCriterion
 - minQualityForSplit
```
double minQualityForSplit
```
 defines which value the quality function must deliver at least to split a node. Default: Worst value
 - initialized
```
boolean initialized
```
 indicates if the learner is initialized so it has all necessary information for learning
 - labelAttribute
```
String labelAttribute
```
 Empty Constructor to instantiate the learner without initializing. The call of #learn(LabeledExample) will have no effect until the learner is initialized.
 It is recommended to instantiate the leaner with the constructors HoeffdingTree.HoeffdingTree(Collection) or HoeffdingTree.HoeffdingTree(Map, Map, List, double, QualityCriterion, double).
- Class org.streaminer.stream.classifier.tree.HoeffdingTree.NodeData extends Object implements Serializable
 
 serialVersionUID:
 
 1L
 - Serialized Fields
 - remainingFeatures
```
List<E> remainingFeatures
```
 contains all remaining features
 - counter
```
int[][][] counter
```
 [remaining feature i][value j for feature i][label k] = number of examples arrived in the corresponding node where feature i had value j and class was k.
 - exampleCount
```
int exampleCount
```
 the total number of examples arrived at the corresponding node
 - examplesTillNextLabelUpdate
```
int examplesTillNextLabelUpdate
```
 Contains the number of examples that will have to be seen to recompute the majority class for the corresponding node.
 - lastMajorityClass
```
Serializable lastMajorityClass
```
 contains the majority class of the last update
 - fewestValuesFeature
```
int fewestValuesFeature
```
 specifies the feature with the fewest values to speed up some feature independent computations
 - isUniLabel
```
boolean isUniLabel
```
 specifies if all seen examples in the corresponding node have the same label
 - uniLabelIndex
```
int uniLabelIndex
```
 specifies the label index, if HoeffdingTree.NodeData.isUniLabel is true
 - labelAttribute
```
String labelAttribute
```
- Class org.streaminer.stream.classifier.tree.HoeffdingTreeModel extends Object implements Serializable
 
 serialVersionUID:
 
 1L
 - Serialized Fields
 - root
```
HoeffdingTreeNode root
```
 the root of this tree
 - featureTypes
```
Map<K,V> featureTypes
```
 defines a FeatureType for each feature
- Class org.streaminer.stream.classifier.tree.HoeffdingTreeNode extends Object implements Serializable
 
 serialVersionUID:
 
 1L
 - Serialized Fields
 - feature
```
String feature
```
 the feature associated with this node (split feature)
 - children
```
Map<K,V> children
```
 contains a child for each possible branch (/value) for this node (/feature)
 - label
```
Serializable label
```
 only set for leafs: The predicted class for all examples sorted to this node
- Class org.streaminer.stream.classifier.tree.InnerNode extends RegressionTreeNode implements Serializable
 
 serialVersionUID:
 
 -7739559317623140189L
 - Serialized Fields
 - feature
```
String feature
```
 feature associated with this node
 - value
```
Serializable value
```
 value of associated feature
 - leftChild
```
RegressionTreeNode leftChild
```
 left child of the node
 - rightChild
```
RegressionTreeNode rightChild
```
 right child of the node
- Class org.streaminer.stream.classifier.tree.LeafNode extends RegressionTreeNode implements Serializable
 
 serialVersionUID:
 
 1L
 - Serialized Fields
 - bTrees
```
Map<K,V> bTrees
```
 root nodes of all BTrees for every remaining attribute to compute the standard deviation reduction
 - regressionModelLearner
```
Regressor<D> regressionModelLearner
```
 learner for linear regression model
 - parent
```
RegressionTreeNode parent
```
 parent of this node
 - isRightChild
```
boolean isRightChild
```
 true if node is right child of its parent
 - n
```
int n
```
 number of elements that have passed this node
- Class org.streaminer.stream.classifier.tree.ModelTree extends TreeNode implements Serializable
 
 serialVersionUID:
 
 4855897886594236180L
 - Serialized Fields
 - model
```
Classifier<D,T> model
```
 - splitCrierion
```
SplitCriterion<S> splitCrierion
```
- Class org.streaminer.stream.classifier.tree.QualityCriterion.EntropyCriterion extends Object implements Serializable
 
 serialVersionUID:
 
 1L
- Class org.streaminer.stream.classifier.tree.QualityCriterion.GiniCriterion extends Object implements Serializable
 
 serialVersionUID:
 
 1L
- Class org.streaminer.stream.classifier.tree.RegressionTree extends AbstractRegressor<Data> implements Serializable
 
 serialVersionUID:
 
 -2683782830606679008L
 - Serialized Fields
 - tree
```
RegressionTreeModel tree
```
 The resulting RegressionTree which is incrementally updated
 - possibleSplitpoint
```
BTreeNode possibleSplitpoint
```
 possible split point
 - splitPossible
```
boolean splitPossible
```
 true if possible split point fulfils chernoff bound
 - epsilon
```
double epsilon
```
 epsilon, computed by chernoff bound
 - delta
```
double delta
```
 value for delta error in chernoff bound
- Class org.streaminer.stream.classifier.tree.RegressionTreeModel extends Object implements Serializable
 
 serialVersionUID:
 
 5489550422815750513L
 - Serialized Fields
 - root
```
RegressionTreeNode root
```
 root of regression tree
- Class org.streaminer.stream.classifier.tree.RegressionTreeNode extends Object implements Serializable
 
 serialVersionUID:
 
 7340528085839800436L
- Class org.streaminer.stream.classifier.tree.RegressionTreeStatistics extends Object implements Serializable
 
 serialVersionUID:
 
 8932713211467722273L
 - Serialized Fields
 - value
```
Serializable value
```
 - elements
```
Double elements
```
 number of elements with lower or equal feature value
 - ySum
```
Double ySum
```
 sum of target value with lower or equal feature value
 - ySumSquared
```
Double ySumSquared
```
 squared sum of target value with lower or equal feature value
- Class org.streaminer.stream.classifier.tree.RTree extends ModelTree<RegressionTreeStatistics,Double> implements Serializable
 
 serialVersionUID:
 
 4926545397273482368L
 - Serialized Fields
 - splitCriterion
```
SplitCriterion<S> splitCriterion
```
 - btrees
```
Map<K,V> btrees
```
 - splitValueFinder
```
org.streaminer.stream.classifier.tree.RTree.BestSplitValueFinder splitValueFinder
```
- Class org.streaminer.stream.classifier.tree.RTreeStatistics extends Object implements Serializable
 
 serialVersionUID:
 
 8932713211467722273L
 - Serialized Fields
 - value
```
Serializable value
```
 - leqElements
```
Double leqElements
```
 number of elements with lower or equal feature value
 - leqDeltaSum
```
Double leqDeltaSum
```
 sum of target value with lower or equal feature value
 - leqSquaredDeltaSum
```
Double leqSquaredDeltaSum
```
 squared sum of target value with lower or equal feature value
 - greaterElements
```
Integer greaterElements
```
 number of elements with greater feature value
 - greaterDeltaSum
```
Double greaterDeltaSum
```
 sum of target value with greater feature value
 - greaterSquaredDeltaSum
```
Double greaterSquaredDeltaSum
```
 squared sum of target value with greater feature value
 - sdr
```
Double sdr
```
 value of standard deviation reduction
- Class org.streaminer.stream.classifier.tree.TreeNode extends Object implements Serializable
 
 serialVersionUID:
 
 -1888232699524432103L
 - Serialized Fields
 - name
```
String name
```
 - value
```
Object value
```
 - parent
```
TreeNode parent
```
 - children
```
List<E> children
```
 - nodeInfo
```
Serializable nodeInfo
```
Package org.streaminer.stream.data
- Class org.streaminer.stream.data.DataImpl extends LinkedHashMap<String,Serializable> implements Serializable
 
 serialVersionUID:
 
 -7751681008628413236L
Package org.streaminer.stream.frequency
- Class org.streaminer.stream.frequency.CountMinSketchAlt.CMSMergeException extends FrequencyException implements Serializable
- Class org.streaminer.stream.frequency.FrequencyException extends Exception implements Serializable
Package org.streaminer.stream.frequency.util
- Class org.streaminer.stream.frequency.util.CountEntry extends Object implements Serializable
 
 serialVersionUID:
 
 1L
 - Serialized Fields
 - item
```
Object item
```
 The item this CountEntry is associated with.
 - frequency
```
long frequency
```
 The frequency of this CountEntrys item within a counting algorithm.
- Class org.streaminer.stream.frequency.util.CountEntryWithMaxError extends CountEntry<T> implements Serializable
 
 serialVersionUID:
 
 1L
 - Serialized Fields
 - maxError
```
long maxError
```
- Class org.streaminer.stream.frequency.util.Counter extends Object implements Serializable
 - Serialization Methods
 - readExternal
```
public void readExternal(ObjectInput in)
 throws IOException,
 ClassNotFoundException
```
 Throws:
 
 IOException
 
 ClassNotFoundException
 - writeExternal
```
public void writeExternal(ObjectOutput out)
 throws IOException
```
 Throws:
 
 IOException
Package org.streaminer.stream.histogram.spdt
- Class org.streaminer.stream.histogram.spdt.BinUpdateException extends Exception implements Serializable
- Class org.streaminer.stream.histogram.spdt.MixedInsertException extends Exception implements Serializable
- Class org.streaminer.stream.histogram.spdt.SumOutOfRangeException extends Exception implements Serializable
Package org.streaminer.stream.learner
- Class org.streaminer.stream.learner.AbstractRegressor extends Object implements Serializable
  
  serialVersionUID:
  
  951585509815153514L
Package org.streaminer.stream.model
- Class org.streaminer.stream.model.HyperplaneModel extends Object implements Serializable
 
 serialVersionUID:
 
 6049635362534065136L
 - Serialized Fields
 - kernel
```
Kernel kernel
```
 - weights
```
Map<K,V> weights
```
 - bias
```
double bias
```
- Class org.streaminer.stream.model.NominalDistributionModel extends Object implements Serializable
 
 serialVersionUID:
 
 -4642672370564928117L
 - Serialized Fields
 - count
```
Integer count
```
 - max
```
Integer max
```
 - counts
```
Map<K,V> counts
```
- Class org.streaminer.stream.model.NumericalDistributionModel extends Object implements Serializable
 
 serialVersionUID:
 
 -4642672370564928117L
 - Serialized Fields
 - count
```
Integer count
```
 - span
```
Double span
```
 - interval
```
Double interval
```
 - lowerBound
```
Double lowerBound
```
 - histogram
```
Integer[] histogram
```
- Class org.streaminer.stream.model.SlidingWindow extends Object implements Serializable
 
 serialVersionUID:
 
 5971578246884329784L
 - Serialized Fields
 - elements
```
LinkedList<E> elements
```
 - windowSize
```
Integer windowSize
```
- Class org.streaminer.stream.model.StreamDistribution extends Object implements Serializable
 
 serialVersionUID:
 
 2696199411688427094L
 - Serialized Fields
 - counter
```
IRichFrequency<T> counter
```
Package org.streaminer.stream.quantile
- Class org.streaminer.stream.quantile.QuantilesException extends Exception implements Serializable
- Class org.streaminer.stream.quantile.SumQuantiles extends Object implements Serializable
 
 serialVersionUID:
 
 7331604622548281844L
 - Serialized Fields
 - slidingWindowSize
```
int slidingWindowSize
```
 - maxBucketCount
```
int maxBucketCount
```
 - elementPerBucket
```
int elementPerBucket
```
 - biggestSeenElement
```
int biggestSeenElement
```
 - newestBucket
```
org.streaminer.stream.quantile.SumQuantiles.Bucket newestBucket
```
 - buckets
```
List<E> buckets
```
- Class org.streaminer.stream.quantile.WindowSketchQuantiles extends Object implements Serializable
 
 serialVersionUID:
 
 8629450116663341157L
 - Serialized Fields
 - elementCount
```
Long elementCount
```
 - windowSize
```
int windowSize
```
 - maxLevel
```
int maxLevel
```
 - initialGK
```
GKQuantiles initialGK
```
 - levels
```
LinkedList<E> levels
```
 - quantiles
```
LinkedList<E> quantiles
```
 - epsilon
```
double epsilon
```
 This value specifies the error bound.
- Class org.streaminer.stream.quantile.WindowSketchQuantiles.Block extends Object implements Serializable
 
 serialVersionUID:
 
 7802824333706107860L
 - Serialized Fields
 - epsilon
```
Float epsilon
```
 - blockSize
```
Integer blockSize
```
 - summaryOfLastBlock
```
LinkedList<E> summaryOfLastBlock
```
 - quantileEstimator
```
GKQuantiles quantileEstimator
```
- Class org.streaminer.stream.quantile.WindowSketchQuantiles.Quantiles extends Object implements Serializable
 
 serialVersionUID:
 
 -6060440214958903531L
 - Serialized Fields
 - epsilon
```
Float epsilon
```
 - quantiles
```
LinkedList<E> quantiles
```
Package org.streaminer.stream.quantile.rss
- Class org.streaminer.stream.quantile.rss.Bucket extends Object implements Serializable
 
 serialVersionUID:
 
 1L
 - Serialized Fields
 - epsilon
```
double epsilon
```
 - delta
```
double delta
```
 - elementCount
```
int elementCount
```
 - maxValue
```
int maxValue
```
 - subsetCount
```
int subsetCount
```
 - elementsInGroupCount
```
int elementsInGroupCount
```
 - groupCount
```
int groupCount
```
 - subsetTrees
```
SubsetTree[] subsetTrees
```
- Class org.streaminer.stream.quantile.rss.RSSQuantiles extends Object implements Serializable
 
 serialVersionUID:
 
 -7491178942147615981L
 - Serialized Fields
 - maxValue
```
int maxValue
```
 - buckets
```
List<E> buckets
```
 - newestBucket
```
Bucket newestBucket
```
 - epsilon
```
float epsilon
```
 - delta
```
float delta
```
- Class org.streaminer.stream.quantile.rss.Subset extends Object implements Serializable
 
 serialVersionUID:
 
 1L
 - Serialized Fields
 - valuesInSubsetCount
```
int valuesInSubsetCount
```
 - level
```
int level
```
 - intervallWidth
```
int intervallWidth
```
 - intervalCount
```
int intervalCount
```
 - maxValue
```
int maxValue
```
 - intervallBitVector
```
BitSet intervallBitVector
```
- Class org.streaminer.stream.quantile.rss.SubsetTree extends Object implements Serializable
 
 serialVersionUID:
 
 1L
 - Serialized Fields
 - levels
```
Subset[] levels
```
 - epsilon
```
float epsilon
```
 - delta
```
float delta
```
 - maxValue
```
int maxValue
```
 - elementCount
```
int elementCount
```
Package org.streaminer.util.distance
- Class org.streaminer.util.distance.Kernel extends Object implements Serializable
  
  serialVersionUID:
  
  1791524268878957934L
  - Serialized Fields
    - kernelType
```
int kernelType
```
Package org.streaminer.util.hash.factory
- Class org.streaminer.util.hash.factory.SimpleHashFactory extends Object implements Serializable
  
  serialVersionUID:
  
  1893281035106218246L
- Class org.streaminer.util.hash.factory.TwoUniversalHashFactory extends Object implements Serializable
  
  serialVersionUID:
  
  -1933181492426760268L
Package org.streaminer.util.hash.function
- Class org.streaminer.util.hash.function.SimpleHashFunction extends Object implements Serializable
  
  serialVersionUID:
  
  -946774756839033767L
  - Serialized Fields
    - domain
```
long domain
```
    - random
```
Random random
```
- Class org.streaminer.util.hash.function.TwoUniversalHashFunction extends Object implements Serializable
  
  serialVersionUID:
  
  -5451250100120165585L
  - Serialized Fields
    - coDomain
```
long coDomain
```
    - prime
```
long prime
```
    - a
```
long a
```
    - b
```
long b
```
    - lastIndex
```
long lastIndex
```

Serialized Form

Package org.streaminer.stream.cardinality

Class org.streaminer.stream.cardinality.AdaptiveCounting.Builder extends Object implements Serializable

Serialized Fields

k

Class org.streaminer.stream.cardinality.CardinalityMergeException extends Exception implements Serializable

Class org.streaminer.stream.cardinality.CountThenEstimate extends Object implements Serializable

Serialization Methods

readExternal

writeExternal

Class org.streaminer.stream.cardinality.CountThenEstimate.CountThenEstimateMergeException extends CardinalityMergeException implements Serializable

Class org.streaminer.stream.cardinality.HyperLogLog.Builder extends Object implements Serializable

Serialized Fields

rsd

Class org.streaminer.stream.cardinality.HyperLogLog.HyperLogLogMergeException extends CardinalityMergeException implements Serializable

Class org.streaminer.stream.cardinality.HyperLogLogPlus.Builder extends Object implements Serializable

Serialized Fields

p

sp

Class org.streaminer.stream.cardinality.HyperLogLogPlus.HyperLogLogPlusMergeException extends CardinalityMergeException implements Serializable

Class org.streaminer.stream.cardinality.LinearCounting.Builder extends Object implements Serializable

Serialized Fields

size

Class org.streaminer.stream.cardinality.LinearCounting.LinearCountingMergeException extends CardinalityMergeException implements Serializable

Class org.streaminer.stream.cardinality.LogLog.LogLogMergeException extends CardinalityMergeException implements Serializable

Package org.streaminer.stream.classifier

Class org.streaminer.stream.classifier.AbstractClassifier extends Object implements Serializable

Class org.streaminer.stream.classifier.AbstractMultiClassifier extends AbstractClassifier<D,Map<C,C>> implements Serializable

Serialized Fields

attributes

Class org.streaminer.stream.classifier.MajorityClass extends AbstractClassifier<Data,String> implements Serializable

Serialized Fields

dist

labelAttribute

Class org.streaminer.stream.classifier.MultiRandomClassifier extends AbstractClassifier<Data,Map<String,String>> implements Serializable

Serialized Fields

rnd

labelAttribute

classes

Class org.streaminer.stream.classifier.Perceptron extends AbstractClassifier<Data,String> implements Serializable

Serialized Fields

learnRate

labelAttribute

labels

attributes

model

Class org.streaminer.stream.classifier.RandomClassifier extends AbstractClassifier<Data,String> implements Serializable

Serialized Fields

rnd

labelAttribute

classes

Package org.streaminer.stream.classifier.bayes

Class org.streaminer.stream.classifier.bayes.BoundedBayes extends NaiveBayes implements Serializable

Serialized Fields

limit

Class org.streaminer.stream.classifier.bayes.LossyBayes extends NaiveBayes implements Serializable

Serialized Fields

epsilon

Class org.streaminer.stream.classifier.bayes.MultiBayes extends AbstractMultiClassifier<Data,String> implements Serializable

Serialized Fields

learner

Class org.streaminer.stream.classifier.bayes.MultiLossyBayes extends MultiBayes implements Serializable

Serialized Fields

epsilon

Class org.streaminer.stream.classifier.bayes.MultiTopkBayes extends MultiBayes implements Serializable

Serialized Fields

k

i

nestedNBs

Class org.streaminer.stream.classifier.bayes.NaiveBayes extends AbstractClassifier<Data,String> implements Serializable

Serialized Fields

labelAttribute

laplaceCorrection

confidenceGap

wop

classDistribution

distributions

Class org.streaminer.stream.classifier.bayes.NaiveBayesWOP extends AbstractClassifier<Data,String> implements Serializable

Serialized Fields

labelAttribute