Serialized Form (WSO2 Carbon - Machine Learner Core Component 1.1.2 API)

Package org.wso2.carbon.ml.core.exceptions
- Class org.wso2.carbon.ml.core.exceptions.AlgorithmNameException extends IllegalStateException implements Serializable
  
  serialVersionUID:
  
  7178085223069282980L
- Class org.wso2.carbon.ml.core.exceptions.DatasetPreProcessingException extends Exception implements Serializable
  
  serialVersionUID:
  
  2242488353030239918L
- Class org.wso2.carbon.ml.core.exceptions.DatasetSummaryException extends Exception implements Serializable
  
  serialVersionUID:
  
  2242488353030239918L
- Class org.wso2.carbon.ml.core.exceptions.H2OConfigurationParserException extends Exception implements Serializable
  
  serialVersionUID:
  
  -1750191859183521821L
- Class org.wso2.carbon.ml.core.exceptions.MLAnalysisHandlerException extends Exception implements Serializable
  
  serialVersionUID:
  
  -8346783977372279074L
- Class org.wso2.carbon.ml.core.exceptions.MLDataProcessingException extends Exception implements Serializable
  
  serialVersionUID:
  
  -8346783977372279074L
- Class org.wso2.carbon.ml.core.exceptions.MLEmailNotificationSenderException extends Exception implements Serializable
  
  serialVersionUID:
  
  240005254948442058L
- Class org.wso2.carbon.ml.core.exceptions.MLInputAdapterException extends Exception implements Serializable
  
  serialVersionUID:
  
  -8346783977372279074L
- Class org.wso2.carbon.ml.core.exceptions.MLInputValidationException extends Exception implements Serializable
  
  serialVersionUID:
  
  -3051317701667536564L
- Class org.wso2.carbon.ml.core.exceptions.MLMalformedDatasetException extends Exception implements Serializable
  
  serialVersionUID:
  
  -8346783977372279074L
- Class org.wso2.carbon.ml.core.exceptions.MLModelBuilderException extends Exception implements Serializable
  
  serialVersionUID:
  
  -8346783977372279074L
- Class org.wso2.carbon.ml.core.exceptions.MLModelHandlerException extends Exception implements Serializable
  
  serialVersionUID:
  
  -8346783977372279074L
- Class org.wso2.carbon.ml.core.exceptions.MLModelPublisherException extends Exception implements Serializable
  
  serialVersionUID:
  
  -8346783977372279074L
- Class org.wso2.carbon.ml.core.exceptions.MLOutputAdapterException extends Exception implements Serializable
  
  serialVersionUID:
  
  -8346783977372279074L
- Class org.wso2.carbon.ml.core.exceptions.MLPmmlExportException extends Exception implements Serializable
  
  serialVersionUID:
  
  5000099339103508708L
- Class org.wso2.carbon.ml.core.exceptions.MLProjectHandlerException extends Exception implements Serializable
  
  serialVersionUID:
  
  -8346783977372279074L
- Class org.wso2.carbon.ml.core.exceptions.SparkConfigurationParserException extends Exception implements Serializable
  
  serialVersionUID:
  
  -1750191859183521821L
Package org.wso2.carbon.ml.core.spark
- Class org.wso2.carbon.ml.core.spark.MulticlassConfusionMatrix extends Object implements Serializable
  
  serialVersionUID:
  
  -3812754594966583187L
  - Serialized Fields
    - matrix
```
double[][] matrix
```
      2D array containing values of the matrix.
    - labels
```
List<E> labels
```
      Labels of the confusion matrix.
    - size
```
int size
```
      Size of the matrix (for a 3x3 matrix this value will be 3 since the confusion matrix is always a square matrix).
- Class org.wso2.carbon.ml.core.spark.MulticlassMetrics extends Object implements Serializable
  
  serialVersionUID:
  
  -9036951933788806073L
  - Serialized Fields
    - multiclassConfusionMatrix
```
MulticlassConfusionMatrix multiclassConfusionMatrix
```
    - f1Score
```
double f1Score
```
    - accuracy
```
double accuracy
```
    - precision
```
double precision
```
    - recall
```
double recall
```
Package org.wso2.carbon.ml.core.spark.algorithms
- Class org.wso2.carbon.ml.core.spark.algorithms.AnomalyDetection extends Object implements Serializable
  
  serialVersionUID:
  
  -8547369844618293845L
- Class org.wso2.carbon.ml.core.spark.algorithms.DecisionTree extends Object implements Serializable
  
  serialVersionUID:
  
  5725487832599918979L
- Class org.wso2.carbon.ml.core.spark.algorithms.KMeans extends Object implements Serializable
  
  serialVersionUID:
  
  7012024887487309471L
- Class org.wso2.carbon.ml.core.spark.algorithms.LassoRegression extends Object implements Serializable
  
  serialVersionUID:
  
  -3473686703198790983L
- Class org.wso2.carbon.ml.core.spark.algorithms.LinearRegression extends Object implements Serializable
  
  serialVersionUID:
  
  -5137378340857656687L
- Class org.wso2.carbon.ml.core.spark.algorithms.LogisticRegression extends Object implements Serializable
  
  serialVersionUID:
  
  -8590453832704525074L
- Class org.wso2.carbon.ml.core.spark.algorithms.NaiveBayesClassifier extends Object implements Serializable
  
  serialVersionUID:
  
  9159185970866124812L
- Class org.wso2.carbon.ml.core.spark.algorithms.RandomForestClassifier extends Object implements Serializable
  
  serialVersionUID:
  
  5725487832599918979L
- Class org.wso2.carbon.ml.core.spark.algorithms.RandomForestRregression extends Object implements Serializable
  
  serialVersionUID:
  
  5725487832599918979L
- Class org.wso2.carbon.ml.core.spark.algorithms.RidgeRegression extends Object implements Serializable
  
  serialVersionUID:
  
  -4652546556448809559L
- Class org.wso2.carbon.ml.core.spark.algorithms.StackedAutoencodersClassifier extends Object implements Serializable
  
  serialVersionUID:
  
  -3518369175759608115L
- Class org.wso2.carbon.ml.core.spark.algorithms.SVM extends Object implements Serializable
  
  serialVersionUID:
  
  7331560994085961463L

Package org.wso2.carbon.ml.core.spark.models

Class org.wso2.carbon.ml.core.spark.models.MLAnomalyDetectionModel 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.wso2.carbon.ml.core.spark.models.MLClassificationModel 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.wso2.carbon.ml.core.spark.models.MLDecisionTreeModel 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.wso2.carbon.ml.core.spark.models.MLDeeplearningModel 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.wso2.carbon.ml.core.spark.models.MLGeneralizedLinearModel 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.wso2.carbon.ml.core.spark.models.MLKMeansModel 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.wso2.carbon.ml.core.spark.models.MLMatrixFactorizationModel extends Object implements Serializable

serialVersionUID:: 186767859324000308L

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.wso2.carbon.ml.core.spark.models.MLRandomForestModel 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.wso2.carbon.ml.core.spark.models.ext
- Class org.wso2.carbon.ml.core.spark.models.ext.AnomalyDetectionModel extends Object implements Serializable
  
  serialVersionUID:
  
  7012024887487309471L
  - Serialized Fields
    - kMeansModel
```
org.apache.spark.mllib.clustering.KMeansModel kMeansModel
```
    - clusterIndexToDistancesListMap
```
Map<K,V> clusterIndexToDistancesListMap
```
    - normalLabel
```
String normalLabel
```
    - anomalyLabel
```
String anomalyLabel
```
Package org.wso2.carbon.ml.core.spark.recommendation
- Class org.wso2.carbon.ml.core.spark.recommendation.CollaborativeFiltering extends Object implements Serializable
  
  serialVersionUID:
  
  5273514743795162923L
Package org.wso2.carbon.ml.core.spark.summary
- Class org.wso2.carbon.ml.core.spark.summary.AnomalyDetectionModelSummary extends Object implements Serializable
  
  serialVersionUID:
  
  3629214143615665158L
  - Serialized Fields
    - algorithm
```
String algorithm
```
    - features
```
String[] features
```
    - percentileToMulticlassMetricsMap
```
Map<K,V> percentileToMulticlassMetricsMap
```
    - clusterPoints
```
List<E> clusterPoints
```
    - minPercentile
```
int minPercentile
```
    - maxPercentile
```
int maxPercentile
```
    - bestPercentile
```
int bestPercentile
```
    - datasetVersion
```
String datasetVersion
```
- Class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary extends Object implements Serializable
  
  serialVersionUID:
  
  5035275752959356840L
  - Serialized Fields
    - error
```
double error
```
    - testResultDataPointsSample
```
List<E> testResultDataPointsSample
```
    - featureImportance
```
List<E> featureImportance
```
    - algorithm
```
String algorithm
```
    - features
```
String[] features
```
    - modelAccuracy
```
double modelAccuracy
```
    - multiclassConfusionMatrix
```
MulticlassConfusionMatrix multiclassConfusionMatrix
```
    - meanSquaredError
```
double meanSquaredError
```
    - datasetVersion
```
String datasetVersion
```
- Class org.wso2.carbon.ml.core.spark.summary.ClusterModelSummary extends Object implements Serializable
  
  serialVersionUID:
  
  -2367643384961727119L
  - Serialized Fields
    - trainDataComputeCost
```
double trainDataComputeCost
```
    - testDataComputeCost
```
double testDataComputeCost
```
    - algorithm
```
String algorithm
```
    - features
```
String[] features
```
    - datasetVersion
```
String datasetVersion
```
    - clusterPoints
```
List<E> clusterPoints
```
- Class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary extends Object implements Serializable
  
  serialVersionUID:
  
  3177874758349780888L
  - Serialized Fields
    - error
```
double error
```
    - predictedVsActuals
```
List<E> predictedVsActuals
```
    - testResultDataPointsSample
```
List<E> testResultDataPointsSample
```
    - featureImportance
```
List<E> featureImportance
```
    - algorithm
```
String algorithm
```
    - features
```
String[] features
```
    - modelAccuracy
```
double modelAccuracy
```
    - multiclassConfusionMatrix
```
MulticlassConfusionMatrix multiclassConfusionMatrix
```
    - meanSquaredError
```
double meanSquaredError
```
    - datasetVersion
```
String datasetVersion
```
- Class org.wso2.carbon.ml.core.spark.summary.FeatureImportance extends Object implements Serializable
  
  serialVersionUID:
  
  4836787591464024343L
  - Serialized Fields
    - label
```
String label
```
    - value
```
double value
```
- Class org.wso2.carbon.ml.core.spark.summary.PredictedVsActual extends Object implements Serializable
  
  serialVersionUID:
  
  6763495729970627524L
  - Serialized Fields
    - predicted
```
double predicted
```
    - actual
```
double actual
```
- Class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary extends Object implements Serializable
  
  serialVersionUID:
  
  -3725591755536859086L
  - Serialized Fields
    - roc
```
String roc
```
    - auc
```
double auc
```
    - featureImportance
```
List<E> featureImportance
```
    - testResultDataPointsSample
```
List<E> testResultDataPointsSample
```
    - algorithm
```
String algorithm
```
    - features
```
String[] features
```
    - modelAccuracy
```
double modelAccuracy
```
    - multiclassConfusionMatrix
```
MulticlassConfusionMatrix multiclassConfusionMatrix
```
    - datasetVersion
```
String datasetVersion
```
- Class org.wso2.carbon.ml.core.spark.summary.RecommendationModelSummary extends Object implements Serializable
  
  serialVersionUID:
  
  5557613175001838756L
  - Serialized Fields
    - algorithm
```
String algorithm
```
    - features
```
String[] features
```
    - meanSquaredError
```
double meanSquaredError
```
    - datasetVersion
```
String datasetVersion
```
- Class org.wso2.carbon.ml.core.spark.summary.TestResultDataPoint extends Object implements Serializable
  
  serialVersionUID:
  
  6763495729970627524L
  - Serialized Fields
    - predictedVsActual
```
PredictedVsActual predictedVsActual
```
    - featureValues
```
double[] featureValues
```
Package org.wso2.carbon.ml.core.spark.transformations
- Class org.wso2.carbon.ml.core.spark.transformations.AnomalyRowsFilter extends Object implements Serializable
  
  serialVersionUID:
  
  -3612337318474283027L
  - Serialized Fields
    - normalLabels
```
String[] normalLabels
```
    - responseIndex
```
int responseIndex
```
- Class org.wso2.carbon.ml.core.spark.transformations.BasicEncoder extends Object implements Serializable
  
  serialVersionUID:
  
  -5025419727399292773L
  - Serialized Fields
    - encodings
```
List<E> encodings
```
- Class org.wso2.carbon.ml.core.spark.transformations.DiscardedRowsFilter extends Object implements Serializable
  
  serialVersionUID:
  
  -2903794636287515590L
  - Serialized Fields
    - indices
```
List<E> indices
```
- Class org.wso2.carbon.ml.core.spark.transformations.DoubleArrayToLabeledPoint extends Object implements Serializable
  
  serialVersionUID:
  
  -3847503088002249546L
- Class org.wso2.carbon.ml.core.spark.transformations.DoubleArrayToVector extends Object implements Serializable
  
  serialVersionUID:
  
  8329428281317101710L
- Class org.wso2.carbon.ml.core.spark.transformations.HeaderFilter extends Object implements Serializable
  
  serialVersionUID:
  
  -6996897057400853414L
  - Serialized Fields
    - header
```
String header
```
- Class org.wso2.carbon.ml.core.spark.transformations.ImplicitDataToRating extends Object implements Serializable
  
  serialVersionUID:
  
  4353680091964429853L
  - Serialized Fields
    - userIndex
```
int userIndex
```
    - productIndex
```
int productIndex
```
    - observations
```
List<E> observations
```
    - weights
```
List<E> weights
```
- Class org.wso2.carbon.ml.core.spark.transformations.LineToTokens extends Object implements Serializable
  
  serialVersionUID:
  
  -5025419727399292773L
  - Serialized Fields
    - tokenSeparator
```
Pattern tokenSeparator
```
- Class org.wso2.carbon.ml.core.spark.transformations.MeanImputation extends Object implements Serializable
  
  serialVersionUID:
  
  6936249532612016896L
  - Serialized Fields
    - meanImputation
```
Map<K,V> meanImputation
```
- Class org.wso2.carbon.ml.core.spark.transformations.MissingValuesFilter extends Object implements Serializable
  
  serialVersionUID:
  
  -4767804423665643237L
- Class org.wso2.carbon.ml.core.spark.transformations.Normalization extends Object implements Serializable
  
  serialVersionUID:
  
  4558936873487486962L
  - Serialized Fields
    - max
```
List<E> max
```
    - min
```
List<E> min
```
- Class org.wso2.carbon.ml.core.spark.transformations.NormalRowsFilter extends Object implements Serializable
  
  serialVersionUID:
  
  9011345464754786888L
  - Serialized Fields
    - normalLabels
```
String[] normalLabels
```
    - responseIndex
```
int responseIndex
```
- Class org.wso2.carbon.ml.core.spark.transformations.RemoveDiscardedFeatures extends Object implements Serializable
  
  serialVersionUID:
  
  -3847503088002249546L
  - Serialized Fields
    - newToOldIndicesList
```
List<E> newToOldIndicesList
```
    - responseIndex
```
int responseIndex
```
- Class org.wso2.carbon.ml.core.spark.transformations.RemoveResponseColumn extends Object implements Serializable
  
  serialVersionUID:
  
  5227320285806133114L
- Class org.wso2.carbon.ml.core.spark.transformations.RowsToLines extends Object implements Serializable
  
  serialVersionUID:
  
  -5025419727399292773L
  - Serialized Fields
    - columnSeparator
```
String columnSeparator
```
- Class org.wso2.carbon.ml.core.spark.transformations.StringArrayToDoubleArray extends Object implements Serializable
  
  serialVersionUID:
  
  6885775018049237606L
- Class org.wso2.carbon.ml.core.spark.transformations.StringArrayToRating extends Object implements Serializable
  
  serialVersionUID:
  
  1598492149521257807L
  - Serialized Fields
    - userIndex
```
int userIndex
```
    - productIndex
```
int productIndex
```
    - ratingIndex
```
int ratingIndex
```
- Class org.wso2.carbon.ml.core.spark.transformations.TokensToVectors extends Object implements Serializable
  
  serialVersionUID:
  
  5185155928988547761L
  - Serialized Fields
    - indices
```
List<E> indices
```

Serialized Form

Package org.wso2.carbon.ml.core.exceptions

Class org.wso2.carbon.ml.core.exceptions.AlgorithmNameException extends IllegalStateException implements Serializable

Class org.wso2.carbon.ml.core.exceptions.DatasetPreProcessingException extends Exception implements Serializable

Class org.wso2.carbon.ml.core.exceptions.DatasetSummaryException extends Exception implements Serializable

Class org.wso2.carbon.ml.core.exceptions.H2OConfigurationParserException extends Exception implements Serializable

Class org.wso2.carbon.ml.core.exceptions.MLAnalysisHandlerException extends Exception implements Serializable

Class org.wso2.carbon.ml.core.exceptions.MLDataProcessingException extends Exception implements Serializable

Class org.wso2.carbon.ml.core.exceptions.MLEmailNotificationSenderException extends Exception implements Serializable

Class org.wso2.carbon.ml.core.exceptions.MLInputAdapterException extends Exception implements Serializable

Class org.wso2.carbon.ml.core.exceptions.MLInputValidationException extends Exception implements Serializable

Class org.wso2.carbon.ml.core.exceptions.MLMalformedDatasetException extends Exception implements Serializable

Class org.wso2.carbon.ml.core.exceptions.MLModelBuilderException extends Exception implements Serializable

Class org.wso2.carbon.ml.core.exceptions.MLModelHandlerException extends Exception implements Serializable

Class org.wso2.carbon.ml.core.exceptions.MLModelPublisherException extends Exception implements Serializable

Class org.wso2.carbon.ml.core.exceptions.MLOutputAdapterException extends Exception implements Serializable

Class org.wso2.carbon.ml.core.exceptions.MLPmmlExportException extends Exception implements Serializable

Class org.wso2.carbon.ml.core.exceptions.MLProjectHandlerException extends Exception implements Serializable

Class org.wso2.carbon.ml.core.exceptions.SparkConfigurationParserException extends Exception implements Serializable

Package org.wso2.carbon.ml.core.spark

Class org.wso2.carbon.ml.core.spark.MulticlassConfusionMatrix extends Object implements Serializable

Serialized Fields

matrix

labels

size

Class org.wso2.carbon.ml.core.spark.MulticlassMetrics extends Object implements Serializable

Serialized Fields

multiclassConfusionMatrix

f1Score

accuracy

precision

recall

Package org.wso2.carbon.ml.core.spark.algorithms

Class org.wso2.carbon.ml.core.spark.algorithms.AnomalyDetection extends Object implements Serializable

Class org.wso2.carbon.ml.core.spark.algorithms.DecisionTree extends Object implements Serializable

Class org.wso2.carbon.ml.core.spark.algorithms.KMeans extends Object implements Serializable

Class org.wso2.carbon.ml.core.spark.algorithms.LassoRegression extends Object implements Serializable

Class org.wso2.carbon.ml.core.spark.algorithms.LinearRegression extends Object implements Serializable

Class org.wso2.carbon.ml.core.spark.algorithms.LogisticRegression extends Object implements Serializable

Class org.wso2.carbon.ml.core.spark.algorithms.NaiveBayesClassifier extends Object implements Serializable

Class org.wso2.carbon.ml.core.spark.algorithms.RandomForestClassifier extends Object implements Serializable

Class org.wso2.carbon.ml.core.spark.algorithms.RandomForestRregression extends Object implements Serializable

Class org.wso2.carbon.ml.core.spark.algorithms.RidgeRegression extends Object implements Serializable

Class org.wso2.carbon.ml.core.spark.algorithms.StackedAutoencodersClassifier extends Object implements Serializable

Class org.wso2.carbon.ml.core.spark.algorithms.SVM extends Object implements Serializable

Package org.wso2.carbon.ml.core.spark.models

Class org.wso2.carbon.ml.core.spark.models.MLAnomalyDetectionModel extends Object implements Serializable

Serialization Methods

readExternal

writeExternal

Class org.wso2.carbon.ml.core.spark.models.MLClassificationModel extends Object implements Serializable

Serialization Methods

readExternal

writeExternal

Class org.wso2.carbon.ml.core.spark.models.MLDecisionTreeModel extends Object implements Serializable

Serialization Methods

readExternal

writeExternal

Class org.wso2.carbon.ml.core.spark.models.MLDeeplearningModel extends Object implements Serializable

Serialization Methods

readExternal

writeExternal

Class org.wso2.carbon.ml.core.spark.models.MLGeneralizedLinearModel extends Object implements Serializable

Serialization Methods

readExternal

writeExternal

Class org.wso2.carbon.ml.core.spark.models.MLKMeansModel extends Object implements Serializable

Serialization Methods

readExternal

writeExternal

Class org.wso2.carbon.ml.core.spark.models.MLMatrixFactorizationModel extends Object implements Serializable

Serialization Methods

readExternal

writeExternal

Class org.wso2.carbon.ml.core.spark.models.MLRandomForestModel extends Object implements Serializable

Serialization Methods

readExternal

writeExternal

Package org.wso2.carbon.ml.core.spark.models.ext

Class org.wso2.carbon.ml.core.spark.models.ext.AnomalyDetectionModel extends Object implements Serializable