Serialized Form (trident-ml 0.0.2-SNAPSHOT API)

Package com.github.pmerienne.trident.ml.classification
- Class com.github.pmerienne.trident.ml.classification.AROWClassifier extends Object implements Serializable
  
  serialVersionUID:
  
  206770369174442259L
  - Serialized Fields
    - r
```
double r
```
    - weights
```
double[] weights
```
    - variance
```
double[][] variance
```
- Class com.github.pmerienne.trident.ml.classification.BWinnowClassifier extends Object implements Serializable
  
  serialVersionUID:
  
  -5163481593640555140L
  - Serialized Fields
    - u
```
double[] u
```
      Positive model
    - v
```
double[] v
```
      Negative model
    - promotion
```
double promotion
```
    - demotion
```
double demotion
```
    - threshold
```
double threshold
```
- Class com.github.pmerienne.trident.ml.classification.ClassifierUpdater extends storm.trident.state.BaseStateUpdater<storm.trident.state.map.MapState<Classifier<L>>> implements Serializable
  
  serialVersionUID:
  
  1943890181994862536L
  - Serialized Fields
    - classifierName
```
String classifierName
```
    - initialClassifier
```
Classifier<L> initialClassifier
```
- Class com.github.pmerienne.trident.ml.classification.ClassifyQuery extends storm.trident.state.BaseQueryFunction<storm.trident.state.map.MapState<Classifier<L>>,L> implements Serializable
  
  serialVersionUID:
  
  -9046858936834644113L
  - Serialized Fields
    - classifierName
```
String classifierName
```
- Class com.github.pmerienne.trident.ml.classification.MultiClassPAClassifier extends Object implements Serializable
  
  serialVersionUID:
  
  -5163481593640555140L
  - Serialized Fields
    - weightVectors
```
double[][] weightVectors
```
    - type
```
MultiClassPAClassifier.Type type
```
    - aggressiveness
```
Double aggressiveness
```
    - nbClasses
```
Integer nbClasses
```
- Class com.github.pmerienne.trident.ml.classification.PAClassifier extends Object implements Serializable
  
  serialVersionUID:
  
  -5163481593640555140L
  - Serialized Fields
    - weights
```
double[] weights
```
    - type
```
PAClassifier.Type type
```
    - aggressiveness
```
Double aggressiveness
```
- Class com.github.pmerienne.trident.ml.classification.PerceptronClassifier extends Object implements Serializable
  
  serialVersionUID:
  
  6891301088355888762L
  - Serialized Fields
    - weights
```
double[] weights
```
    - bias
```
double bias
```
    - threshold
```
double threshold
```
    - learningRate
```
double learningRate
```
- Class com.github.pmerienne.trident.ml.classification.WinnowClassifier extends Object implements Serializable
  
  serialVersionUID:
  
  -5163481593640555140L
  - Serialized Fields
    - weights
```
double[] weights
```
    - promotion
```
double promotion
```
    - demotion
```
double demotion
```
    - threshold
```
double threshold
```
Package com.github.pmerienne.trident.ml.clustering
- Class com.github.pmerienne.trident.ml.clustering.ClusterQuery extends storm.trident.state.BaseQueryFunction<storm.trident.state.map.MapState<Clusterer>,Integer> implements Serializable
  
  serialVersionUID:
  
  -2431540558642267325L
  - Serialized Fields
    - clustererName
```
String clustererName
```
- Class com.github.pmerienne.trident.ml.clustering.ClusterUpdater extends storm.trident.state.BaseStateUpdater<storm.trident.state.map.MapState<Clusterer>> implements Serializable
  
  serialVersionUID:
  
  -1580744366864902217L
  - Serialized Fields
    - clustererName
```
String clustererName
```
    - initialClusterer
```
Clusterer initialClusterer
```
- Class com.github.pmerienne.trident.ml.clustering.KMeans extends Object implements Serializable
  
  serialVersionUID:
  
  338231277453149972L
  - Serialized Fields
    - counts
```
List<E> counts
```
    - centroids
```
double[][] centroids
```
    - initFeatures
```
List<E> initFeatures
```
    - nbCluster
```
Integer nbCluster
```
Package com.github.pmerienne.trident.ml.core
- Class com.github.pmerienne.trident.ml.core.Instance extends Object implements Serializable
  
  serialVersionUID:
  
  -5378422729499109652L
  - Serialized Fields
    - label
```
Object label
```
    - features
```
double[] features
```
- Class com.github.pmerienne.trident.ml.core.TextInstance extends Object implements Serializable
  
  serialVersionUID:
  
  8825994169660110735L
  - Serialized Fields
    - label
```
Object label
```
    - tokens
```
List<E> tokens
```
Package com.github.pmerienne.trident.ml.nlp
- Class com.github.pmerienne.trident.ml.nlp.ClassifyTextQuery extends storm.trident.state.BaseQueryFunction<storm.trident.state.map.MapState<TextClassifier<L>>,L> implements Serializable
  
  serialVersionUID:
  
  -9046858936834644113L
  - Serialized Fields
    - classifierName
```
String classifierName
```
- Class com.github.pmerienne.trident.ml.nlp.KLDClassifier extends Object implements Serializable
  
  serialVersionUID:
  
  3869875629653284342L
  - Serialized Fields
    - maxWordsPerClass
```
int maxWordsPerClass
```
    - thresholdFactor
```
double thresholdFactor
```
    - normalize
```
boolean normalize
```
    - classVocabularies
```
List<E> classVocabularies
```
    - gammas
```
List<E> gammas
```
    - espilon
```
Double espilon
```
- Class com.github.pmerienne.trident.ml.nlp.TextClassifierUpdater extends storm.trident.state.BaseStateUpdater<storm.trident.state.map.MapState<TextClassifier<L>>> implements Serializable
  
  serialVersionUID:
  
  1943890181994862536L
  - Serialized Fields
    - classifierName
```
String classifierName
```
    - initialClassifier
```
TextClassifier<L> initialClassifier
```
- Class com.github.pmerienne.trident.ml.nlp.TwitterSentimentClassifier extends storm.trident.operation.BaseFunction implements Serializable
  
  serialVersionUID:
  
  1553274753609262633L
  - Serialized Fields
    - featuresExtractor
```
TextFeaturesExtractor featuresExtractor
```
    - classifier
```
Classifier<L> classifier
```
- Class com.github.pmerienne.trident.ml.nlp.Vocabulary extends Object implements Serializable
  
  serialVersionUID:
  
  7827671824674205961L
  - Serialized Fields
    - wordCounts
```
TreeMap<K,V> wordCounts
```
    - size
```
Integer size
```
Package com.github.pmerienne.trident.ml.preprocessing
- Class com.github.pmerienne.trident.ml.preprocessing.EnglishTokenizer extends Object implements Serializable
  
  serialVersionUID:
  
  -4307517944955017402L
  - Serialized Fields
    - stopWords
```
List<E> stopWords
```
    - stemExclusionsSet
```
Set<E> stemExclusionsSet
```
    - nGram
```
boolean nGram
```
    - minNGram
```
int minNGram
```
    - maxNGram
```
int maxNGram
```
- Class com.github.pmerienne.trident.ml.preprocessing.InstanceCreator extends storm.trident.operation.BaseFunction implements Serializable
  
  serialVersionUID:
  
  3312351524410720639L
  - Serialized Fields
    - withLabel
```
boolean withLabel
```
- Class com.github.pmerienne.trident.ml.preprocessing.Normalizer extends storm.trident.operation.BaseFunction implements Serializable
  
  serialVersionUID:
  
  511416266460297754L
- Class com.github.pmerienne.trident.ml.preprocessing.StandardScaler extends storm.trident.operation.BaseFunction implements Serializable
  
  serialVersionUID:
  
  1740717206768121351L
- Class com.github.pmerienne.trident.ml.preprocessing.TextInstanceCreator extends storm.trident.operation.BaseFunction implements Serializable
  
  serialVersionUID:
  
  3312351524410720639L
  - Serialized Fields
    - withLabel
```
boolean withLabel
```
    - textAnalyser
```
TextTokenizer textAnalyser
```
- Class com.github.pmerienne.trident.ml.preprocessing.TwitterTokenizer extends EnglishTokenizer implements Serializable
  
  serialVersionUID:
  
  -2486285775626564821L
Package com.github.pmerienne.trident.ml.stats
- Class com.github.pmerienne.trident.ml.stats.AdaptiveStreamFeatureStatistics extends Object implements Serializable
  
  serialVersionUID:
  
  6267199325838362436L
  - Serialized Fields
    - maxSize
```
long maxSize
```
    - features
```
LinkedList<E> features
```
    - count
```
long count
```
    - sum
```
double sum
```
    - squaresSum
```
double squaresSum
```
- Class com.github.pmerienne.trident.ml.stats.FixedStreamFeatureStatistics extends Object implements Serializable
  
  serialVersionUID:
  
  -7406184811401750690L
  - Serialized Fields
    - count
```
long count
```
    - mean
```
double mean
```
    - m2
```
double m2
```
- Class com.github.pmerienne.trident.ml.stats.StreamFeatureStatisticsQuery extends storm.trident.state.BaseQueryFunction<storm.trident.state.map.MapState<StreamStatistics>,Double> implements Serializable
  
  serialVersionUID:
  
  -8853291509350751320L
  - Serialized Fields
    - streamName
```
String streamName
```
- Class com.github.pmerienne.trident.ml.stats.StreamStatistics extends Object implements Serializable
  
  serialVersionUID:
  
  -3873210308112567893L
  - Serialized Fields
    - type
```
StreamStatistics.Type type
```
    - adativeMaxSize
```
Long adativeMaxSize
```
    - featuresStatistics
```
List<E> featuresStatistics
```
- Class com.github.pmerienne.trident.ml.stats.StreamStatisticsQuery extends storm.trident.state.BaseQueryFunction<storm.trident.state.map.MapState<StreamStatistics>,StreamStatistics> implements Serializable
  
  serialVersionUID:
  
  -8853291509350751320L
  - Serialized Fields
    - streamName
```
String streamName
```
- Class com.github.pmerienne.trident.ml.stats.StreamStatisticsUpdater extends storm.trident.state.BaseStateUpdater<storm.trident.state.map.MapState<StreamStatistics>> implements Serializable
  
  serialVersionUID:
  
  1740717206768121351L
  - Serialized Fields
    - streamName
```
String streamName
```
    - initialStatitics
```
StreamStatistics initialStatitics
```
Package com.github.pmerienne.trident.ml.testing
- Class com.github.pmerienne.trident.ml.testing.NANDSpout extends Object implements Serializable
  
  serialVersionUID:
  
  -3885109681047850872L
  - Serialized Fields
    - maxBatchSize
```
int maxBatchSize
```
    - random
```
Random random
```
- Class com.github.pmerienne.trident.ml.testing.RandomFeaturesForClusteringSpout extends Object implements Serializable
  
  serialVersionUID:
  
  -5293861317274377258L
  - Serialized Fields
    - maxBatchSize
```
int maxBatchSize
```
    - featureSize
```
int featureSize
```
    - nbClasses
```
int nbClasses
```
    - withLabel
```
boolean withLabel
```
- Class com.github.pmerienne.trident.ml.testing.RandomFeaturesSpout extends Object implements Serializable
  
  serialVersionUID:
  
  -5293861317274377258L
  - Serialized Fields
    - maxBatchSize
```
int maxBatchSize
```
    - featureSize
```
int featureSize
```
    - variance
```
double variance
```
    - withLabel
```
boolean withLabel
```
    - random
```
Random random
```
- Class com.github.pmerienne.trident.ml.testing.ReutersBatchSpout extends storm.trident.testing.FixedBatchSpout implements Serializable
  
  serialVersionUID:
  
  2484759216530963284L

Serialized Form

Package com.github.pmerienne.trident.ml.classification

Class com.github.pmerienne.trident.ml.classification.AROWClassifier extends Object implements Serializable

Serialized Fields

r

weights

variance

Class com.github.pmerienne.trident.ml.classification.BWinnowClassifier extends Object implements Serializable

Serialized Fields

u

v

promotion

demotion

threshold

Class com.github.pmerienne.trident.ml.classification.ClassifierUpdater extends storm.trident.state.BaseStateUpdater<storm.trident.state.map.MapState<Classifier<L>>> implements Serializable

Serialized Fields

classifierName

initialClassifier

Class com.github.pmerienne.trident.ml.classification.ClassifyQuery extends storm.trident.state.BaseQueryFunction<storm.trident.state.map.MapState<Classifier<L>>,L> implements Serializable

Serialized Fields

classifierName

Class com.github.pmerienne.trident.ml.classification.MultiClassPAClassifier extends Object implements Serializable

Serialized Fields

weightVectors

type

aggressiveness

nbClasses

Class com.github.pmerienne.trident.ml.classification.PAClassifier extends Object implements Serializable

Serialized Fields

weights

type

aggressiveness

Class com.github.pmerienne.trident.ml.classification.PerceptronClassifier extends Object implements Serializable

Serialized Fields

weights

bias

threshold

learningRate

Class com.github.pmerienne.trident.ml.classification.WinnowClassifier extends Object implements Serializable

Serialized Fields

weights

promotion

demotion

threshold

Package com.github.pmerienne.trident.ml.clustering

Class com.github.pmerienne.trident.ml.clustering.ClusterQuery extends storm.trident.state.BaseQueryFunction<storm.trident.state.map.MapState<Clusterer>,Integer> implements Serializable

Serialized Fields

clustererName

Class com.github.pmerienne.trident.ml.clustering.ClusterUpdater extends storm.trident.state.BaseStateUpdater<storm.trident.state.map.MapState<Clusterer>> implements Serializable

Serialized Fields

clustererName

initialClusterer

Class com.github.pmerienne.trident.ml.clustering.KMeans extends Object implements Serializable

Serialized Fields

counts

centroids

initFeatures

nbCluster

Package com.github.pmerienne.trident.ml.core

Class com.github.pmerienne.trident.ml.core.Instance extends Object implements Serializable

Serialized Fields

label

features

Class com.github.pmerienne.trident.ml.core.TextInstance extends Object implements Serializable

Serialized Fields

label

tokens

Package com.github.pmerienne.trident.ml.nlp

Class com.github.pmerienne.trident.ml.nlp.ClassifyTextQuery extends storm.trident.state.BaseQueryFunction<storm.trident.state.map.MapState<TextClassifier<L>>,L> implements Serializable

Serialized Fields

classifierName

Class com.github.pmerienne.trident.ml.nlp.KLDClassifier extends Object implements Serializable

Serialized Fields

maxWordsPerClass

thresholdFactor

normalize

classVocabularies

gammas

espilon

Class com.github.pmerienne.trident.ml.nlp.TextClassifierUpdater extends storm.trident.state.BaseStateUpdater<storm.trident.state.map.MapState<TextClassifier<L>>> implements Serializable