A B C D E F G H I J K L M N O P R S T U V W 

A

activate(ComponentContext) - Method in class org.wso2.carbon.ml.core.internal.MLCoreDS
 
addCustomizedFeatures(long, List<MLCustomizedFeature>, int, String) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
addDefaultsIntoCustomizedFeatures(long, MLCustomizedFeature) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
addDefaultsIntoHyperParameters(long) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
addHyperParameters(long, List<MLHyperParameter>, String) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
addModelConfigurations(long, List<MLModelConfiguration>) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
addStorage(long, MLStorage) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
 
afterExecute(Runnable, Throwable) - Method in class org.wso2.carbon.ml.core.utils.BlockingExecutor
Method invoked upon completion of execution of the given Runnable, by the thread that executed the task.
AlgorithmNameException - Exception in org.wso2.carbon.ml.core.exceptions
 
AlgorithmNameException(String) - Constructor for exception org.wso2.carbon.ml.core.exceptions.AlgorithmNameException
 
AlgorithmType - Enum in org.wso2.carbon.ml.core.factories
Holds all algorithm types.
AnomalyDetection - Class in org.wso2.carbon.ml.core.spark.algorithms
 
AnomalyDetection() - Constructor for class org.wso2.carbon.ml.core.spark.algorithms.AnomalyDetection
 
AnomalyDetectionModel - Class in org.wso2.carbon.ml.core.spark.models.ext
AnomalyDetectionModel model.
AnomalyDetectionModel() - Constructor for class org.wso2.carbon.ml.core.spark.models.ext.AnomalyDetectionModel
 
AnomalyDetectionModelBuilder - Class in org.wso2.carbon.ml.core.spark.algorithms
Building K means Anomaly Detection model supported by Spark.
AnomalyDetectionModelBuilder(MLModelConfigurationContext) - Constructor for class org.wso2.carbon.ml.core.spark.algorithms.AnomalyDetectionModelBuilder
 
AnomalyDetectionModelSummary - Class in org.wso2.carbon.ml.core.spark.summary
 
AnomalyDetectionModelSummary() - Constructor for class org.wso2.carbon.ml.core.spark.summary.AnomalyDetectionModelSummary
 
AnomalyRowsFilter - Class in org.wso2.carbon.ml.core.spark.transformations
A filter to remove anomaly rows
AnomalyRowsFilter(AnomalyRowsFilter.Builder) - Constructor for class org.wso2.carbon.ml.core.spark.transformations.AnomalyRowsFilter
 
AnomalyRowsFilter.Builder - Class in org.wso2.carbon.ml.core.spark.transformations
 
AnomalyRowsFilter.Builder() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.AnomalyRowsFilter.Builder
 
arraySum(double[]) - Method in class org.wso2.carbon.ml.core.spark.algorithms.SupervisedSparkModelBuilder
This summation of a given double array
arrayToCsvString(String[], char) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
Utility method to convert a String array to CSV/TSV row string.

B

BAM_DATA_VALUES - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
BAM_SERVER_URL - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
BasicEncoder - Class in org.wso2.carbon.ml.core.spark.transformations
This class performs one hot encoding on categorical features.
BasicEncoder.Builder - Class in org.wso2.carbon.ml.core.spark.transformations
 
BasicEncoder.Builder() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.BasicEncoder.Builder
 
BlockingExecutor - Class in org.wso2.carbon.ml.core.utils
An executor which blocks and prevents further tasks from being submitted to the pool when the queue is full.
BlockingExecutor(int, int) - Constructor for class org.wso2.carbon.ml.core.utils.BlockingExecutor
Creates a BlockingExecutor which will block and prevent further submission to the pool when the specified queue size has been reached.
build() - Method in class org.wso2.carbon.ml.core.interfaces.MLModelBuilder
Build a model using the context.
build() - Method in class org.wso2.carbon.ml.core.spark.algorithms.AnomalyDetectionModelBuilder
Build an KMeans Anomaly Detection model.
build() - Method in class org.wso2.carbon.ml.core.spark.algorithms.DeeplearningModelBuilder
 
build() - Method in class org.wso2.carbon.ml.core.spark.algorithms.SupervisedSparkModelBuilder
Build a supervised model.
build() - Method in class org.wso2.carbon.ml.core.spark.algorithms.UnsupervisedSparkModelBuilder
Build an unsupervised model.
build() - Method in class org.wso2.carbon.ml.core.spark.transformations.AnomalyRowsFilter.Builder
 
build() - Method in class org.wso2.carbon.ml.core.spark.transformations.BasicEncoder.Builder
 
build() - Method in class org.wso2.carbon.ml.core.spark.transformations.DiscardedRowsFilter.Builder
 
build() - Method in class org.wso2.carbon.ml.core.spark.transformations.DoubleArrayToLabeledPoint.Builder
 
build() - Method in class org.wso2.carbon.ml.core.spark.transformations.DoubleArrayToVector.Builder
 
build() - Method in class org.wso2.carbon.ml.core.spark.transformations.HeaderFilter.Builder
 
build() - Method in class org.wso2.carbon.ml.core.spark.transformations.LineToTokens.Builder
 
build() - Method in class org.wso2.carbon.ml.core.spark.transformations.MeanImputation.Builder
 
build() - Method in class org.wso2.carbon.ml.core.spark.transformations.MissingValuesFilter.Builder
 
build() - Method in class org.wso2.carbon.ml.core.spark.transformations.Normalization.Builder
 
build() - Method in class org.wso2.carbon.ml.core.spark.transformations.NormalRowsFilter.Builder
 
build() - Method in class org.wso2.carbon.ml.core.spark.transformations.RemoveDiscardedFeatures.Builder
 
build() - Method in class org.wso2.carbon.ml.core.spark.transformations.RowsToLines.Builder
 
build() - Method in class org.wso2.carbon.ml.core.spark.transformations.StringArrayToDoubleArray.Builder
 
build() - Method in class org.wso2.carbon.ml.core.spark.transformations.TokensToVectors.Builder
 
buildDatasetProcessor(DatasetType, MLDataset, InputStream) - Static method in class org.wso2.carbon.ml.core.factories.DatasetProcessorFactory
 
buildDatasetProcessor(MLDataset, InputStream) - Static method in class org.wso2.carbon.ml.core.factories.DatasetProcessorFactory
 
buildEncodings(MLModelConfigurationContext) - Static method in class org.wso2.carbon.ml.core.spark.algorithms.SparkModelUtils
Build the encodings against each categorical feature.
buildModel(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
Build a ML model asynchronously and persist the built model in a given storage.

C

calculateDescriptiveStats() - Method in class org.wso2.carbon.ml.core.impl.SummaryStatsGenerator
Calculate descriptive statistics for Numerical columns.
calculateIntervalFreqs(int, int) - Method in class org.wso2.carbon.ml.core.impl.SummaryStatsGenerator
Calculate the frequencies of each interval of a column.
calculateNumericColumnFrequencies() - Method in class org.wso2.carbon.ml.core.impl.SummaryStatsGenerator
Calculate the frequencies of each category/interval of Numerical data columns.
calculateStringColumnFrequencies() - Method in class org.wso2.carbon.ml.core.impl.SummaryStatsGenerator
Calculate the frequencies of each category in String columns, needed to plot bar graphs/histograms.
call(String[]) - Method in class org.wso2.carbon.ml.core.spark.transformations.AnomalyRowsFilter
 
call(String[]) - Method in class org.wso2.carbon.ml.core.spark.transformations.BasicEncoder
 
call(String[]) - Method in class org.wso2.carbon.ml.core.spark.transformations.DiscardedRowsFilter
 
call(double[]) - Method in class org.wso2.carbon.ml.core.spark.transformations.DoubleArrayToLabeledPoint
Function to transform double array into labeled point
call(double[]) - Method in class org.wso2.carbon.ml.core.spark.transformations.DoubleArrayToVector
Function to transform double array into labeled point.
call(String) - Method in class org.wso2.carbon.ml.core.spark.transformations.HeaderFilter
 
call(String) - Method in class org.wso2.carbon.ml.core.spark.transformations.LineToTokens
 
call(String[]) - Method in class org.wso2.carbon.ml.core.spark.transformations.MeanImputation
 
call(String[]) - Method in class org.wso2.carbon.ml.core.spark.transformations.MissingValuesFilter
 
call(double[]) - Method in class org.wso2.carbon.ml.core.spark.transformations.Normalization
 
call(String[]) - Method in class org.wso2.carbon.ml.core.spark.transformations.NormalRowsFilter
 
call(String[]) - Method in class org.wso2.carbon.ml.core.spark.transformations.RemoveDiscardedFeatures
Function to remove discarded columns.
call(String[]) - Method in class org.wso2.carbon.ml.core.spark.transformations.RemoveResponseColumn
Function to remove response column.
call(Row) - Method in class org.wso2.carbon.ml.core.spark.transformations.RowsToLines
 
call(String[]) - Method in class org.wso2.carbon.ml.core.spark.transformations.StringArrayToDoubleArray
 
call(String[]) - Method in class org.wso2.carbon.ml.core.spark.transformations.TokensToVectors
 
CATEGORICAL_THRESHOLD - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
ClassClassificationAndRegressionModelSummary - Class in org.wso2.carbon.ml.core.spark.summary
A utility class to store class classification model summary
ClassClassificationAndRegressionModelSummary() - Constructor for class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
closest(int, Collection<Integer>) - Method in class org.wso2.carbon.ml.core.impl.Predictor
 
ClusterModelSummary - Class in org.wso2.carbon.ml.core.spark.summary
 
ClusterModelSummary() - Constructor for class org.wso2.carbon.ml.core.spark.summary.ClusterModelSummary
 
ComputeClasspath - Class in org.wso2.carbon.ml.core.utils
this class creates the spark classpath by looking at the plugins folder
ComputeClasspath() - Constructor for class org.wso2.carbon.ml.core.utils.ComputeClasspath
 
ConfusionMatrix - Class in org.wso2.carbon.ml.core.spark
DTO class to store confusion matrix
ConfusionMatrix() - Constructor for class org.wso2.carbon.ml.core.spark.ConfusionMatrix
 
createAnalysis(MLAnalysis) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
createModel(MLModelData) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
Create a new model.
createProject(MLProject) - Method in class org.wso2.carbon.ml.core.impl.MLProjectHandler
 

D

DASDatasetProcessor - Class in org.wso2.carbon.ml.core.impl
WSO2 Data Analytics Server related dataset processor
DASDatasetProcessor(MLDataset) - Constructor for class org.wso2.carbon.ml.core.impl.DASDatasetProcessor
 
DATABASE - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
DatasetPreProcessingException - Exception in org.wso2.carbon.ml.core.exceptions
 
DatasetPreProcessingException(String) - Constructor for exception org.wso2.carbon.ml.core.exceptions.DatasetPreProcessingException
 
DatasetPreProcessingException(String, Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.DatasetPreProcessingException
 
DatasetProcessor - Class in org.wso2.carbon.ml.core.interfaces
All dataset processor should extend this class.
DatasetProcessor(DatasetType, MLDataset) - Constructor for class org.wso2.carbon.ml.core.interfaces.DatasetProcessor
 
DatasetProcessorFactory - Class in org.wso2.carbon.ml.core.factories
This factory class is responsible for generating a DatasetProcessor for a given type.
DatasetProcessorFactory() - Constructor for class org.wso2.carbon.ml.core.factories.DatasetProcessorFactory
 
DatasetSummaryException - Exception in org.wso2.carbon.ml.core.exceptions
 
DatasetSummaryException(String) - Constructor for exception org.wso2.carbon.ml.core.exceptions.DatasetSummaryException
 
DatasetSummaryException(String, Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.DatasetSummaryException
 
DatasetType - Enum in org.wso2.carbon.ml.core.factories
Holds all dataset types.
deactivate(ComponentContext) - Method in class org.wso2.carbon.ml.core.internal.MLCoreDS
 
DecisionTree - Class in org.wso2.carbon.ml.core.spark.algorithms
 
DecisionTree() - Constructor for class org.wso2.carbon.ml.core.spark.algorithms.DecisionTree
 
DeeplearningModelBuilder - Class in org.wso2.carbon.ml.core.spark.algorithms
Build deep learning models
DeeplearningModelBuilder(MLModelConfigurationContext) - Constructor for class org.wso2.carbon.ml.core.spark.algorithms.DeeplearningModelBuilder
 
DeeplearningModelSummary - Class in org.wso2.carbon.ml.core.spark.summary
A utility class to store summary of information of DeeplearningModel
DeeplearningModelSummary() - Constructor for class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
DeeplearningModelUtils - Class in org.wso2.carbon.ml.core.utils
 
DeeplearningModelUtils() - Constructor for class org.wso2.carbon.ml.core.utils.DeeplearningModelUtils
 
deleteAnalysis(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
deleteDataset(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 
deleteDatasetVersion(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 
deleteModel(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
 
deleteProject(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLProjectHandler
 
DiscardedRowsFilter - Class in org.wso2.carbon.ml.core.spark.transformations
A filter to remove discarded rows - Impute Option: Discard
DiscardedRowsFilter.Builder - Class in org.wso2.carbon.ml.core.spark.transformations
 
DiscardedRowsFilter.Builder() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.DiscardedRowsFilter.Builder
 
doubleArrayListToFrame(List<double[]>) - Static method in class org.wso2.carbon.ml.core.utils.DeeplearningModelUtils
Convert a Double List to a H2O Frame
DoubleArrayToLabeledPoint - Class in org.wso2.carbon.ml.core.spark.transformations
This class transforms double array of tokens to labeled point
DoubleArrayToLabeledPoint.Builder - Class in org.wso2.carbon.ml.core.spark.transformations
 
DoubleArrayToLabeledPoint.Builder() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.DoubleArrayToLabeledPoint.Builder
 
DoubleArrayToVector - Class in org.wso2.carbon.ml.core.spark.transformations
This class transforms double array to labeled point
DoubleArrayToVector.Builder - Class in org.wso2.carbon.ml.core.spark.transformations
 
DoubleArrayToVector.Builder() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.DoubleArrayToVector.Builder
 

E

EmailNotificationSender - Class in org.wso2.carbon.ml.core.impl
This class is used to send email notifications.
EmailNotificationSender() - Constructor for class org.wso2.carbon.ml.core.impl.EmailNotificationSender
 
EmailTemplate - Class in org.wso2.carbon.ml.core.internal
DTO class for JAXB binding of email template configuration.
EmailTemplate() - Constructor for class org.wso2.carbon.ml.core.internal.EmailTemplate
 
EmailTemplates - Class in org.wso2.carbon.ml.core.internal
DTO class for JAXB binding of email templates.
EmailTemplates() - Constructor for class org.wso2.carbon.ml.core.internal.EmailTemplates
 
encodings(List<Map<String, Integer>>) - Method in class org.wso2.carbon.ml.core.spark.transformations.BasicEncoder.Builder
 
execute(Runnable) - Method in class org.wso2.carbon.ml.core.utils.BlockingExecutor
Executes the given task.
exportAsPMML(MLModel) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
Export a ML model in PMML format.
extractHeaderLine(String, int) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
 
extractTableSchema(String, int) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
 

F

FeatureImportance - Class in org.wso2.carbon.ml.core.spark.summary
DTO class to store feature vs.
FeatureImportance() - Constructor for class org.wso2.carbon.ml.core.spark.summary.FeatureImportance
 
FILE_SEPARATOR - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
FileDatasetProcessor - Class in org.wso2.carbon.ml.core.impl
File dataset processor
FileDatasetProcessor(MLDataset, InputStream) - Constructor for class org.wso2.carbon.ml.core.impl.FileDatasetProcessor
 
FileInputAdapter - Class in org.wso2.carbon.ml.core.impl
Implementation of MLInputAdapter for regular file system.
FileInputAdapter() - Constructor for class org.wso2.carbon.ml.core.impl.FileInputAdapter
 
FileOutputAdapter - Class in org.wso2.carbon.ml.core.impl
Responsible for writing a given input stream to a specified path in local file system.
FileOutputAdapter() - Constructor for class org.wso2.carbon.ml.core.impl.FileOutputAdapter
 

G

generateHeaderMap(int) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
 
generateHeaderMap(String, CSVFormat) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
 
generateProbabilisticClassificationModelSummary(JavaSparkContext, JavaRDD<LabeledPoint>, JavaRDD<Tuple2<Object, Object>>) - Static method in class org.wso2.carbon.ml.core.spark.algorithms.SparkModelUtils
A utility method to generate probabilistic classification model summary
generateRegressionModelSummary(JavaSparkContext, JavaRDD<LabeledPoint>, JavaRDD<Tuple2<Double, Double>>) - Static method in class org.wso2.carbon.ml.core.spark.algorithms.SparkModelUtils
A utility method to generate regression model summary
getAccuracy() - Method in class org.wso2.carbon.ml.core.spark.MulticlassMetrics
 
getActual() - Method in class org.wso2.carbon.ml.core.spark.summary.PredictedVsActual
 
getAlgorithm() - Method in class org.wso2.carbon.ml.core.spark.summary.AnomalyDetectionModelSummary
 
getAlgorithm() - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
getAlgorithm() - Method in class org.wso2.carbon.ml.core.spark.summary.ClusterModelSummary
 
getAlgorithm() - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
getAlgorithm() - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
getAlgorithmName(long) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getAlgorithms() - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
getAlgorithmType(String) - Static method in enum org.wso2.carbon.ml.core.factories.AlgorithmType
get AlgorithmType for a given value.
getAlgorithmType(long) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getAllAnalysesOfProject(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLProjectHandler
 
getAllDatasets(int, String) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 
getAllDatasetVersions(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 
getAllModels(int, String) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
 
getAllModelsOfAnalysis(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getAllProjects(int, String) - Method in class org.wso2.carbon.ml.core.impl.MLProjectHandler
 
getAllVersionsetsOfDataset(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 
getAnalyses(int, String) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getAnalysisOfProject(int, String, long, String) - Method in class org.wso2.carbon.ml.core.impl.MLProjectHandler
 
getAnomalyLabel() - Method in class org.wso2.carbon.ml.core.spark.models.ext.AnomalyDetectionModel
 
getAuc() - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
getBestPercentile() - Method in class org.wso2.carbon.ml.core.spark.summary.AnomalyDetectionModelSummary
 
getBody() - Method in class org.wso2.carbon.ml.core.internal.EmailTemplate
 
getChartSamplePoints(int, String, long, String) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 
getChartSamplePointsOfLatestVersion(int, String, long, String) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 
getClassClassificationModelSummary(JavaSparkContext, JavaRDD<LabeledPoint>, JavaPairRDD<Double, Double>) - Static method in class org.wso2.carbon.ml.core.spark.algorithms.SparkModelUtils
A utility method to generate class classification model summary
getClusterIndexToDistancesListMap() - Method in class org.wso2.carbon.ml.core.spark.models.ext.AnomalyDetectionModel
 
getClusterPoints(int, String, long, String, int) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
 
getClusterPoints() - Method in class org.wso2.carbon.ml.core.spark.summary.AnomalyDetectionModelSummary
 
getColumnSeparator() - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
getColumnSeparator(String) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils.ColumnSeparatorFactory
 
getConfigurationContextService() - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
getContext() - Method in class org.wso2.carbon.ml.core.interfaces.MLModelBuilder
 
getCSVFormat(String) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils.DataTypeFactory
 
getCustomizedFeatures(int, String, long, int, int) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getDatabaseService() - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
getDataset(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 
getDataset() - Method in class org.wso2.carbon.ml.core.interfaces.DatasetProcessor
 
getDatasetStorage() - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
getDatasetType(String) - Static method in enum org.wso2.carbon.ml.core.factories.DatasetType
get DatasetType for a given value.
getDatasetVersion() - Method in class org.wso2.carbon.ml.core.spark.summary.AnomalyDetectionModelSummary
 
getDatasetVersion() - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
getDatasetVersion() - Method in class org.wso2.carbon.ml.core.spark.summary.ClusterModelSummary
 
getDatasetVersion() - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
getDataToBePredicted() - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
getDate() - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
 
getDeepLearningModel() - Method in class org.wso2.carbon.ml.core.spark.models.MLDeeplearningModel
Returns the model
getDeeplearningModelSummary(JavaSparkContext, JavaRDD<LabeledPoint>, JavaPairRDD<Double, Double>) - Static method in class org.wso2.carbon.ml.core.utils.DeeplearningModelUtils
A utility method to generate class classification model summary
getEmailNotificationEndpoint() - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
getEmailTemplate(String) - Method in class org.wso2.carbon.ml.core.internal.EmailTemplates
Returns the template of a email of given type.
getEmailTemplates() - Method in class org.wso2.carbon.ml.core.internal.EmailTemplates
 
getEncodings() - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
getError() - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
getError() - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
getErrorMsg(String, Exception) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
format an error message.
getEvaluationResults(AnomalyDetectionModel, JavaRDD<Vector>, JavaRDD<Vector>, int, int, String, String) - Method in class org.wso2.carbon.ml.core.spark.algorithms.AnomalyDetectionModelBuilder
This method is to evaluate the anomaly detection model
getF1Score() - Method in class org.wso2.carbon.ml.core.spark.MulticlassMetrics
 
getFacts() - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
getFalseNegatives() - Method in class org.wso2.carbon.ml.core.spark.ConfusionMatrix
 
getFalsePositives() - Method in class org.wso2.carbon.ml.core.spark.ConfusionMatrix
 
getFeatureImportance() - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
getFeatureImportance() - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
getFeatureImportance() - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
getFeatureIndex(String, String, String) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
Retrieve the index of a feature in the dataset.
getFeatureIndex(String, List<Feature>) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
Retrieve the index of a feature in the dataset.
getFeatureNames(String, String) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getFeatureNames(String) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getFeatureNames(long, String) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 
getFeatures() - Method in class org.wso2.carbon.ml.core.spark.summary.AnomalyDetectionModelSummary
 
getFeatures() - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
getFeatures() - Method in class org.wso2.carbon.ml.core.spark.summary.ClusterModelSummary
 
getFeatures() - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
getFeatures() - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
getFeatures(String, CSVFormat) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
 
getFeatureSize(String, CSVFormat) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
 
getFeatureValues() - Method in class org.wso2.carbon.ml.core.spark.summary.TestResultDataPoint
 
getFirstLine() - Method in class org.wso2.carbon.ml.core.interfaces.DatasetProcessor
 
getFirstLine(String) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
 
getFooter() - Method in class org.wso2.carbon.ml.core.internal.EmailTemplate
 
getHdfsUrl() - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
getHeaderRow() - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
getHyperParameters(long, String) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getImputeFeatureIndices(Workflow, List<Integer>, String) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
Retrieve the indices of features where discard row imputaion is applied.
getIncludedFeatures(Workflow, int) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
 
getIncludedFeaturesAfterReordering(Workflow, List<Integer>, int) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
 
getIncludedFeaturesMap() - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
getInputAdapter(String) - Method in class org.wso2.carbon.ml.core.impl.MLIOFactory
 
getInstance() - Static method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
getKeyByValue(Map<T, E>, E) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
Utility method to get key from value of a map.
getkMeansModel() - Method in class org.wso2.carbon.ml.core.spark.models.ext.AnomalyDetectionModel
 
getLabel() - Method in class org.wso2.carbon.ml.core.spark.summary.FeatureImportance
 
getLabels() - Method in class org.wso2.carbon.ml.core.spark.MulticlassConfusionMatrix
 
getLines() - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
getLinesFromDASTable(String, int, JavaSparkContext) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
 
getMatrix() - Method in class org.wso2.carbon.ml.core.spark.MulticlassConfusionMatrix
 
getMax(String) - Static method in class org.wso2.carbon.ml.core.spark.algorithms.SparkModelUtils
 
getMean(String) - Static method in class org.wso2.carbon.ml.core.spark.algorithms.SparkModelUtils
 
getMeanSquaredError() - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
getMeanSquaredError() - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
getMin(String) - Static method in class org.wso2.carbon.ml.core.spark.algorithms.SparkModelUtils
 
getMLDatsetVersion(int, long, String, String, String, String) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
 
getMlProperties() - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
getModel(int, String, String) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
 
getModel(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
 
getModel() - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
getModel() - Method in class org.wso2.carbon.ml.core.spark.models.MLAnomalyDetectionModel
 
getModel() - Method in class org.wso2.carbon.ml.core.spark.models.MLClassificationModel
 
getModel() - Method in class org.wso2.carbon.ml.core.spark.models.MLDecisionTreeModel
 
getModel() - Method in class org.wso2.carbon.ml.core.spark.models.MLGeneralizedLinearModel
 
getModel() - Method in class org.wso2.carbon.ml.core.spark.models.MLKMeansModel
 
getModel() - Method in class org.wso2.carbon.ml.core.spark.models.MLRandomForestModel
 
getModelAccuracy(MulticlassMetrics) - Method in class org.wso2.carbon.ml.core.spark.algorithms.SupervisedSparkModelBuilder
This method gets model accuracy from given multi-class metrics
getModelAccuracy() - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
getModelAccuracy() - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
getModelAccuracy() - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
getModelBuilder(String, MLModelConfigurationContext) - Static method in class org.wso2.carbon.ml.core.factories.ModelBuilderFactory
 
getModelId() - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
getModelRegistryLocation() - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
getModelStorage() - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
getModelSummary(long) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
Get the summary of a model
getModelSummaryType() - Method in class org.wso2.carbon.ml.core.spark.summary.AnomalyDetectionModelSummary
 
getModelSummaryType() - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
getModelSummaryType() - Method in class org.wso2.carbon.ml.core.spark.summary.ClusterModelSummary
 
getModelSummaryType() - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
getModelSummaryType() - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
getMulticlassConfusionMatrix(MulticlassMetrics, MLModel) - Method in class org.wso2.carbon.ml.core.spark.algorithms.SupervisedSparkModelBuilder
This method returns multiclass confusion matrix for a given multiclass metric object
getMulticlassConfusionMatrix() - Method in class org.wso2.carbon.ml.core.spark.MulticlassMetrics
 
getMulticlassConfusionMatrix() - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
getMulticlassConfusionMatrix() - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
getMulticlassConfusionMatrix() - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
getMulticlassMetrics(JavaSparkContext, JavaPairRDD<Double, Double>) - Method in class org.wso2.carbon.ml.core.spark.algorithms.SupervisedSparkModelBuilder
This method gets multi class metrics for a given set of prediction and label values
getName() - Method in class org.wso2.carbon.ml.core.spark.SparkProperty
 
getNewAnomalyLabel(long) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getNewNormalLabel(long) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getNewToOldIndicesList() - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
getNormalization(long) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getNormalLabel() - Method in class org.wso2.carbon.ml.core.spark.models.ext.AnomalyDetectionModel
 
getNormalLabels(long) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getOutputAdapter(String) - Method in class org.wso2.carbon.ml.core.impl.MLIOFactory
 
getOutputEventAdapterService() - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
getPatternFromDelimiter(String) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
Generates a pattern to represent CSV or TSV format.
getPercentileToMulticlassMetricsMap() - Method in class org.wso2.carbon.ml.core.spark.summary.AnomalyDetectionModelSummary
 
getPMMLExportable() - Method in interface org.wso2.carbon.ml.core.interfaces.PMMLModelContainer
 
getPMMLExportable() - Method in class org.wso2.carbon.ml.core.spark.models.MLClassificationModel
 
getPMMLExportable() - Method in class org.wso2.carbon.ml.core.spark.models.MLGeneralizedLinearModel
 
getPMMLExportable() - Method in class org.wso2.carbon.ml.core.spark.models.MLKMeansModel
 
getPrecision() - Method in class org.wso2.carbon.ml.core.spark.MulticlassMetrics
 
getPredicted() - Method in class org.wso2.carbon.ml.core.spark.summary.PredictedVsActual
 
getPredictedVsActual() - Method in class org.wso2.carbon.ml.core.spark.summary.TestResultDataPoint
 
getPredictedVsActuals() - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
getProject(int, String, String) - Method in class org.wso2.carbon.ml.core.impl.MLProjectHandler
 
getProject(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLProjectHandler
 
getProjectModels(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLProjectHandler
 
getProperties() - Method in class org.wso2.carbon.ml.core.spark.SparkSettings
 
getProperties(List<MLProperty>) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
Get Properties from a list of MLProperty
getProperty() - Method in class org.wso2.carbon.ml.core.spark.SparkProperty
 
getRecall() - Method in class org.wso2.carbon.ml.core.spark.MulticlassMetrics
 
getResponseIndex() - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
getResponseVariable(long) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getRoc() - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
getSample(String, String, int, boolean, String, int) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
Generate a random sample of the dataset using Spark.
getSampleFromDAS(String, int, String, int) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
Generate a random sample of the dataset using Spark.
getSamplePoints(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 
getScatterPlotPoints(ScatterPlotPoints) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 
getScatterPlotPointsOfLatestVersion(long, ScatterPlotPoints) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 
getSize() - Method in class org.wso2.carbon.ml.core.spark.MulticlassConfusionMatrix
 
getSparkClasspath(String, String) - Static method in class org.wso2.carbon.ml.core.utils.ComputeClasspath
 
getSparkClasspathAbsolute(String, String) - Static method in class org.wso2.carbon.ml.core.utils.ComputeClasspath
 
getSparkClasspathJarsArray(String, String) - Static method in class org.wso2.carbon.ml.core.utils.ComputeClasspath
 
getSparkConf(String) - Method in class org.wso2.carbon.ml.core.impl.SparkConfigurationParser
Retrieve the Spark configurations from the repository/conf/etc/spark-config.xml
getSparkConf() - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
getSparkContext() - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
getSparkContext() - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
getSubject() - Method in class org.wso2.carbon.ml.core.internal.EmailTemplate
 
getSummarizedFeatures(int, String, long, int, int) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getSummaryStats(int, String, long, String) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getSummaryStats(long, String) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 
getSummaryStatSettings() - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
getSummaryStatsOfFeatures() - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
getTargetPath(String) - Method in class org.wso2.carbon.ml.core.impl.MLIOFactory
 
getTargetPath() - Method in class org.wso2.carbon.ml.core.interfaces.DatasetProcessor
 
getTestDataComputeCost() - Method in class org.wso2.carbon.ml.core.spark.summary.ClusterModelSummary
 
getTestResultDataPointsSample() - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
getTestResultDataPointsSample() - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
getTestResultDataPointsSample() - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
getThreadExecutor() - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
getTrainDataComputeCost() - Method in class org.wso2.carbon.ml.core.spark.summary.ClusterModelSummary
 
getTrainDataFraction(long) - Method in class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
getTrueNegatives() - Method in class org.wso2.carbon.ml.core.spark.ConfusionMatrix
 
getTruePositives() - Method in class org.wso2.carbon.ml.core.spark.ConfusionMatrix
 
getType() - Method in class org.wso2.carbon.ml.core.interfaces.DatasetProcessor
 
getType() - Method in class org.wso2.carbon.ml.core.internal.EmailTemplate
 
getURIStringForLocation(String) - Method in class org.wso2.carbon.ml.core.spark.models.MLDeeplearningModel
 
getValue() - Method in enum org.wso2.carbon.ml.core.factories.AlgorithmType
 
getValue() - Method in enum org.wso2.carbon.ml.core.factories.DatasetType
 
getValue() - Method in class org.wso2.carbon.ml.core.spark.summary.FeatureImportance
 
getVersionset(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 
getVersionSetWithVersion(int, String, long, String) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 

H

H2OServer - Class in org.wso2.carbon.ml.core.impl
H2O server for Deep Learning.
H2OServer() - Constructor for class org.wso2.carbon.ml.core.impl.H2OServer
 
handleIgnoreException(String, Exception) - Method in class org.wso2.carbon.ml.core.interfaces.DatasetProcessor
 
handleIgnoreException(String, Exception) - Method in class org.wso2.carbon.ml.core.interfaces.MLModelBuilder
 
handleValidationException(String) - Method in class org.wso2.carbon.ml.core.interfaces.DatasetProcessor
 
handleValidationException(String, Exception) - Method in class org.wso2.carbon.ml.core.interfaces.DatasetProcessor
 
hasH2OServerStarted() - Static method in class org.wso2.carbon.ml.core.impl.H2OServer
 
HdfsDatasetProcessor - Class in org.wso2.carbon.ml.core.impl
HDFS related dataset processor.
HdfsDatasetProcessor(MLDataset) - Constructor for class org.wso2.carbon.ml.core.impl.HdfsDatasetProcessor
 
HdfsInputAdapter - Class in org.wso2.carbon.ml.core.impl
Implementation of MLInputAdapter for Hadoop file system.
HdfsInputAdapter() - Constructor for class org.wso2.carbon.ml.core.impl.HdfsInputAdapter
 
HdfsOutputAdapter - Class in org.wso2.carbon.ml.core.impl
HDFS based output adapter for ML.
HdfsOutputAdapter() - Constructor for class org.wso2.carbon.ml.core.impl.HdfsOutputAdapter
 
header(String) - Method in class org.wso2.carbon.ml.core.spark.transformations.HeaderFilter.Builder
 
HeaderFilter - Class in org.wso2.carbon.ml.core.spark.transformations
A filter to remove header row
HeaderFilter.Builder - Class in org.wso2.carbon.ml.core.spark.transformations
 
HeaderFilter.Builder() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.HeaderFilter.Builder
 
HISTOGRAM_BINS - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
HOME - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 

I

identifyColumnDataType() - Method in class org.wso2.carbon.ml.core.impl.SummaryStatsGenerator
Finds the columns with Categorical data and Numerical data.
imputations(Map<Integer, Double>) - Method in class org.wso2.carbon.ml.core.spark.transformations.MeanImputation.Builder
 
IN_MEMORY_THRESHOLD - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
indices(List<Integer>) - Method in class org.wso2.carbon.ml.core.spark.transformations.DiscardedRowsFilter.Builder
 
indices(List<Integer>) - Method in class org.wso2.carbon.ml.core.spark.transformations.RemoveDiscardedFeatures.Builder
 
indices(List<Integer>) - Method in class org.wso2.carbon.ml.core.spark.transformations.TokensToVectors.Builder
 
init(MLModelConfigurationContext) - Method in class org.wso2.carbon.ml.core.spark.transformations.AnomalyRowsFilter.Builder
 
init(MLModelConfigurationContext) - Method in class org.wso2.carbon.ml.core.spark.transformations.BasicEncoder.Builder
 
init(MLModelConfigurationContext) - Method in class org.wso2.carbon.ml.core.spark.transformations.DiscardedRowsFilter.Builder
 
init(MLModelConfigurationContext) - Method in class org.wso2.carbon.ml.core.spark.transformations.HeaderFilter.Builder
 
init(MLModelConfigurationContext) - Method in class org.wso2.carbon.ml.core.spark.transformations.LineToTokens.Builder
 
init(MLModelConfigurationContext) - Method in class org.wso2.carbon.ml.core.spark.transformations.MeanImputation.Builder
 
init(MLModelConfigurationContext) - Method in class org.wso2.carbon.ml.core.spark.transformations.Normalization.Builder
 
init(MLModelConfigurationContext) - Method in class org.wso2.carbon.ml.core.spark.transformations.NormalRowsFilter.Builder
 
init(MLModelConfigurationContext) - Method in class org.wso2.carbon.ml.core.spark.transformations.RemoveDiscardedFeatures.Builder
 
init(MLModelConfigurationContext) - Method in class org.wso2.carbon.ml.core.spark.transformations.RowsToLines.Builder
 
ISO_8859_1 - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
isSparkContextEnabled() - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
isValidModelId(int, String, long) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
 
isValidModelStatus(long, int, String) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
 

J

javaRDDToFrame(JavaRDD<LabeledPoint>) - Static method in class org.wso2.carbon.ml.core.utils.DeeplearningModelUtils
Convert a JavaRDD to a H2O Frame

K

KMeans - Class in org.wso2.carbon.ml.core.spark.algorithms
 
KMeans() - Constructor for class org.wso2.carbon.ml.core.spark.algorithms.KMeans
 

L

LassoRegression - Class in org.wso2.carbon.ml.core.spark.algorithms
 
LassoRegression() - Constructor for class org.wso2.carbon.ml.core.spark.algorithms.LassoRegression
 
LinearRegression - Class in org.wso2.carbon.ml.core.spark.algorithms
 
LinearRegression() - Constructor for class org.wso2.carbon.ml.core.spark.algorithms.LinearRegression
 
LineToTokens - Class in org.wso2.carbon.ml.core.spark.transformations
This class transforms each line (line-by-line) into an array of String tokens
LineToTokens(LineToTokens.Builder) - Constructor for class org.wso2.carbon.ml.core.spark.transformations.LineToTokens
 
LineToTokens.Builder - Class in org.wso2.carbon.ml.core.spark.transformations
 
LineToTokens.Builder() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.LineToTokens.Builder
 
LogisticRegression - Class in org.wso2.carbon.ml.core.spark.algorithms
 
LogisticRegression() - Constructor for class org.wso2.carbon.ml.core.spark.algorithms.LogisticRegression
 

M

MACHINE_LEARNER_XML - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
main(String[]) - Static method in class org.wso2.carbon.ml.core.utils.ComputeClasspath
 
MeanImputation - Class in org.wso2.carbon.ml.core.spark.transformations
 
MeanImputation(MeanImputation.Builder) - Constructor for class org.wso2.carbon.ml.core.spark.transformations.MeanImputation
 
MeanImputation.Builder - Class in org.wso2.carbon.ml.core.spark.transformations
 
MeanImputation.Builder() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.MeanImputation.Builder
 
minMax(List<Feature>, Map<String, String>) - Method in class org.wso2.carbon.ml.core.spark.transformations.Normalization.Builder
 
minMax(List<Double>, List<Double>) - Method in class org.wso2.carbon.ml.core.spark.transformations.Normalization.Builder
 
MissingValuesFilter - Class in org.wso2.carbon.ml.core.spark.transformations
A filter to remove rows containing missing values
MissingValuesFilter.Builder - Class in org.wso2.carbon.ml.core.spark.transformations
 
MissingValuesFilter.Builder() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.MissingValuesFilter.Builder
 
ML_PROJECTS - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
ML_THREAD_POOL_QUEUE_SIZE - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
ML_THREAD_POOL_SIZE - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
MLAnalysisHandler - Class in org.wso2.carbon.ml.core.impl
MLAnalysisHandler is responsible for handling/delegating all the analysis related requests.
MLAnalysisHandler() - Constructor for class org.wso2.carbon.ml.core.impl.MLAnalysisHandler
 
MLAnalysisHandlerException - Exception in org.wso2.carbon.ml.core.exceptions
 
MLAnalysisHandlerException(String, Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLAnalysisHandlerException
 
MLAnalysisHandlerException(String) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLAnalysisHandlerException
 
MLAnalysisHandlerException(Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLAnalysisHandlerException
 
MLAnomalyDetectionModel - Class in org.wso2.carbon.ml.core.spark.models
Wraps ext AnomalyDetectionModel model.
MLAnomalyDetectionModel() - Constructor for class org.wso2.carbon.ml.core.spark.models.MLAnomalyDetectionModel
 
MLAnomalyDetectionModel(AnomalyDetectionModel) - Constructor for class org.wso2.carbon.ml.core.spark.models.MLAnomalyDetectionModel
 
MLClassificationModel - Class in org.wso2.carbon.ml.core.spark.models
Wraps Spark's ClassificationModel model.
MLClassificationModel() - Constructor for class org.wso2.carbon.ml.core.spark.models.MLClassificationModel
 
MLClassificationModel(ClassificationModel) - Constructor for class org.wso2.carbon.ml.core.spark.models.MLClassificationModel
 
MLConstants - Class in org.wso2.carbon.ml.core.utils
 
MLConstants() - Constructor for class org.wso2.carbon.ml.core.utils.MLConstants
 
MLCoreDS - Class in org.wso2.carbon.ml.core.internal
 
MLCoreDS() - Constructor for class org.wso2.carbon.ml.core.internal.MLCoreDS
 
MLCoreServiceValueHolder - Class in org.wso2.carbon.ml.core.utils
 
MLCoreServiceValueHolder() - Constructor for class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
MLDataProcessingException - Exception in org.wso2.carbon.ml.core.exceptions
 
MLDataProcessingException(String, Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLDataProcessingException
 
MLDataProcessingException(String) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLDataProcessingException
 
MLDataProcessingException(Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLDataProcessingException
 
MLDatasetProcessor - Class in org.wso2.carbon.ml.core.impl
This object is responsible for reading a data-set using a MLInputAdapter, extracting meta-data, persist in ML db and store the data stream in a user defined target path.
MLDatasetProcessor() - Constructor for class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
 
MLDecisionTreeModel - Class in org.wso2.carbon.ml.core.spark.models
Wraps Spark's DecisionTreeModel model.
MLDecisionTreeModel() - Constructor for class org.wso2.carbon.ml.core.spark.models.MLDecisionTreeModel
 
MLDecisionTreeModel(DecisionTreeModel) - Constructor for class org.wso2.carbon.ml.core.spark.models.MLDecisionTreeModel
 
MLDeeplearningModel - Class in org.wso2.carbon.ml.core.spark.models
Wraps an H2O DeeplearningModel object
MLDeeplearningModel() - Constructor for class org.wso2.carbon.ml.core.spark.models.MLDeeplearningModel
 
MLDeeplearningModel(DeepLearningModel) - Constructor for class org.wso2.carbon.ml.core.spark.models.MLDeeplearningModel
 
MLEmailNotificationSenderException - Exception in org.wso2.carbon.ml.core.exceptions
 
MLEmailNotificationSenderException(String, Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLEmailNotificationSenderException
 
MLEmailNotificationSenderException(String) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLEmailNotificationSenderException
 
MLEmailNotificationSenderException(Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLEmailNotificationSenderException
 
MLGeneralizedLinearModel - Class in org.wso2.carbon.ml.core.spark.models
Wraps Spark's GeneralizedLinearModel model.
MLGeneralizedLinearModel() - Constructor for class org.wso2.carbon.ml.core.spark.models.MLGeneralizedLinearModel
 
MLGeneralizedLinearModel(GeneralizedLinearModel) - Constructor for class org.wso2.carbon.ml.core.spark.models.MLGeneralizedLinearModel
 
MLInputAdapter - Interface in org.wso2.carbon.ml.core.interfaces
This interface should be implemented, if you need to read content from a given path.
MLInputAdapterException - Exception in org.wso2.carbon.ml.core.exceptions
 
MLInputAdapterException(String, Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLInputAdapterException
 
MLInputAdapterException(String) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLInputAdapterException
 
MLInputValidationException - Exception in org.wso2.carbon.ml.core.exceptions
 
MLInputValidationException(String, Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLInputValidationException
 
MLInputValidationException(String) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLInputValidationException
 
MLIOFactory - Class in org.wso2.carbon.ml.core.impl
MLIOFactory is responsible for generating the concrete classes of the IO Adapter interfaces based on the user configuration.
MLIOFactory(Properties) - Constructor for class org.wso2.carbon.ml.core.impl.MLIOFactory
 
MLKMeansModel - Class in org.wso2.carbon.ml.core.spark.models
Wraps Spark's KMeansModel model.
MLKMeansModel() - Constructor for class org.wso2.carbon.ml.core.spark.models.MLKMeansModel
 
MLKMeansModel(KMeansModel) - Constructor for class org.wso2.carbon.ml.core.spark.models.MLKMeansModel
 
MLMalformedDatasetException - Exception in org.wso2.carbon.ml.core.exceptions
 
MLMalformedDatasetException(String, Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLMalformedDatasetException
 
MLMalformedDatasetException(String) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLMalformedDatasetException
 
MLMalformedDatasetException(Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLMalformedDatasetException
 
MLModelBuilder - Class in org.wso2.carbon.ml.core.interfaces
All Model Builders should extend this class.
MLModelBuilder(MLModelConfigurationContext) - Constructor for class org.wso2.carbon.ml.core.interfaces.MLModelBuilder
 
MLModelBuilderException - Exception in org.wso2.carbon.ml.core.exceptions
 
MLModelBuilderException(String, Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLModelBuilderException
 
MLModelBuilderException(String) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLModelBuilderException
 
MLModelBuilderException(Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLModelBuilderException
 
MLModelConfigurationContext - Class in org.wso2.carbon.ml.core.internal
Represent configuration objects require to build a model.
MLModelConfigurationContext() - Constructor for class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
MLModelHandler - Class in org.wso2.carbon.ml.core.impl
MLModelHandler is responsible for handling/delegating all the model related requests.
MLModelHandler() - Constructor for class org.wso2.carbon.ml.core.impl.MLModelHandler
 
MLModelHandler.Format - Enum in org.wso2.carbon.ml.core.impl
 
MLModelHandlerException - Exception in org.wso2.carbon.ml.core.exceptions
 
MLModelHandlerException(String, Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLModelHandlerException
 
MLModelHandlerException(String) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLModelHandlerException
 
MLModelHandlerException(Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLModelHandlerException
 
MLModelPublisherException - Exception in org.wso2.carbon.ml.core.exceptions
 
MLModelPublisherException(String, Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLModelPublisherException
 
MLModelPublisherException(String) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLModelPublisherException
 
MLModelPublisherException(Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLModelPublisherException
 
MLOutputAdapter - Interface in org.wso2.carbon.ml.core.interfaces
This interface should be implemented, if you need to write an input stream to a given path of a specific data source.
MLOutputAdapterException - Exception in org.wso2.carbon.ml.core.exceptions
 
MLOutputAdapterException(String, Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLOutputAdapterException
 
MLOutputAdapterException(String) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLOutputAdapterException
 
MLOutputAdapterException(Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLOutputAdapterException
 
MLPmmlExportException - Exception in org.wso2.carbon.ml.core.exceptions
 
MLPmmlExportException(String, Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLPmmlExportException
 
MLPmmlExportException(String) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLPmmlExportException
 
MLPmmlExportException(Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLPmmlExportException
 
MLProjectHandler - Class in org.wso2.carbon.ml.core.impl
MLProjectHandler is responsible for handling/delegating all the project management requests.
MLProjectHandler() - Constructor for class org.wso2.carbon.ml.core.impl.MLProjectHandler
 
MLProjectHandlerException - Exception in org.wso2.carbon.ml.core.exceptions
 
MLProjectHandlerException(String, Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLProjectHandlerException
 
MLProjectHandlerException(String) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLProjectHandlerException
 
MLProjectHandlerException(Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.MLProjectHandlerException
 
MLRandomForestModel - Class in org.wso2.carbon.ml.core.spark.models
Wraps Spark's RandomForestModel model.
MLRandomForestModel() - Constructor for class org.wso2.carbon.ml.core.spark.models.MLRandomForestModel
 
MLRandomForestModel(RandomForestModel) - Constructor for class org.wso2.carbon.ml.core.spark.models.MLRandomForestModel
 
MLUtils - Class in org.wso2.carbon.ml.core.utils
Common utility methods used in ML core.
MLUtils() - Constructor for class org.wso2.carbon.ml.core.utils.MLUtils
 
MLUtils.ColumnSeparatorFactory - Class in org.wso2.carbon.ml.core.utils
 
MLUtils.ColumnSeparatorFactory() - Constructor for class org.wso2.carbon.ml.core.utils.MLUtils.ColumnSeparatorFactory
 
MLUtils.DataTypeFactory - Class in org.wso2.carbon.ml.core.utils
 
MLUtils.DataTypeFactory() - Constructor for class org.wso2.carbon.ml.core.utils.MLUtils.DataTypeFactory
 
ModelBuilderFactory - Class in org.wso2.carbon.ml.core.factories
This factory class is responsible for generating a MLModelBuilder for a given algorithm type.
ModelBuilderFactory() - Constructor for class org.wso2.carbon.ml.core.factories.ModelBuilderFactory
 
MulticlassConfusionMatrix - Class in org.wso2.carbon.ml.core.spark
DTO class to store multiclass confusion matrix
MulticlassConfusionMatrix() - Constructor for class org.wso2.carbon.ml.core.spark.MulticlassConfusionMatrix
 
MulticlassMetrics - Class in org.wso2.carbon.ml.core.spark
class to store multiclass metrics
MulticlassMetrics(MulticlassConfusionMatrix) - Constructor for class org.wso2.carbon.ml.core.spark.MulticlassMetrics
 

N

NaiveBayesClassifier - Class in org.wso2.carbon.ml.core.spark.algorithms
 
NaiveBayesClassifier() - Constructor for class org.wso2.carbon.ml.core.spark.algorithms.NaiveBayesClassifier
 
Normalization - Class in org.wso2.carbon.ml.core.spark.transformations
This class normalize the each values row by row Using this you can normalize numerical features
Normalization(Normalization.Builder) - Constructor for class org.wso2.carbon.ml.core.spark.transformations.Normalization
 
Normalization.Builder - Class in org.wso2.carbon.ml.core.spark.transformations
 
Normalization.Builder() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.Normalization.Builder
 
NormalRowsFilter - Class in org.wso2.carbon.ml.core.spark.transformations
A filter to remove normal rows
NormalRowsFilter(NormalRowsFilter.Builder) - Constructor for class org.wso2.carbon.ml.core.spark.transformations.NormalRowsFilter
 
NormalRowsFilter.Builder - Class in org.wso2.carbon.ml.core.spark.transformations
 
NormalRowsFilter.Builder() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.NormalRowsFilter.Builder
 

O

org.wso2.carbon.ml.core.exceptions - package org.wso2.carbon.ml.core.exceptions
 
org.wso2.carbon.ml.core.factories - package org.wso2.carbon.ml.core.factories
 
org.wso2.carbon.ml.core.impl - package org.wso2.carbon.ml.core.impl
 
org.wso2.carbon.ml.core.interfaces - package org.wso2.carbon.ml.core.interfaces
 
org.wso2.carbon.ml.core.internal - package org.wso2.carbon.ml.core.internal
 
org.wso2.carbon.ml.core.spark - package org.wso2.carbon.ml.core.spark
 
org.wso2.carbon.ml.core.spark.algorithms - package org.wso2.carbon.ml.core.spark.algorithms
 
org.wso2.carbon.ml.core.spark.models - package org.wso2.carbon.ml.core.spark.models
 
org.wso2.carbon.ml.core.spark.models.ext - package org.wso2.carbon.ml.core.spark.models.ext
 
org.wso2.carbon.ml.core.spark.summary - package org.wso2.carbon.ml.core.spark.summary
 
org.wso2.carbon.ml.core.spark.transformations - package org.wso2.carbon.ml.core.spark.transformations
 
org.wso2.carbon.ml.core.utils - package org.wso2.carbon.ml.core.utils
 

P

PMMLModelContainer - Interface in org.wso2.carbon.ml.core.interfaces
All MLModels(wrapper models) which support pmml export should implement this interface
predict(int, String, long, String, InputStream) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
 
predict(int, String, long, List<String[]>) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
 
predict(int, String, long, String, InputStream, double) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
 
predict(int, String, long, List<String[]>, double) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
 
predict() - Method in class org.wso2.carbon.ml.core.impl.Predictor
 
predict(Vector, double) - Method in class org.wso2.carbon.ml.core.spark.models.ext.AnomalyDetectionModel
This method applies a anomaly detection model to a given dataset
predict(JavaRDD<Vector>, double) - Method in class org.wso2.carbon.ml.core.spark.models.ext.AnomalyDetectionModel
This method applies a anomaly detection model to a given dataset
predict(Vector, int, int) - Method in class org.wso2.carbon.ml.core.spark.models.ext.AnomalyDetectionModel
This method applies a anomaly detection model to a given dataset for a range of percentile values
predict(JavaRDD<Vector>, int, int) - Method in class org.wso2.carbon.ml.core.spark.models.ext.AnomalyDetectionModel
This method applies a anomaly detection model to a given dataset for a range of percentile values
predict(Vector) - Method in class org.wso2.carbon.ml.core.spark.models.MLDeeplearningModel
Predicts the label of a given input
predict(Frame) - Method in class org.wso2.carbon.ml.core.spark.models.MLDeeplearningModel
 
PredictedVsActual - Class in org.wso2.carbon.ml.core.spark.summary
DTO class to store predicted vs.
PredictedVsActual() - Constructor for class org.wso2.carbon.ml.core.spark.summary.PredictedVsActual
 
Predictor - Class in org.wso2.carbon.ml.core.impl
Predict using input data rows.
Predictor(long, MLModel, List<String[]>) - Constructor for class org.wso2.carbon.ml.core.impl.Predictor
 
Predictor(long, MLModel, List<String[]>, double) - Constructor for class org.wso2.carbon.ml.core.impl.Predictor
 
preProcess() - Method in class org.wso2.carbon.ml.core.spark.algorithms.SupervisedSparkModelBuilder
 
ProbabilisticClassificationModelSummary - Class in org.wso2.carbon.ml.core.spark.summary
A utility class to store probabilistic classification model summary
ProbabilisticClassificationModelSummary() - Constructor for class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
process() - Method in class org.wso2.carbon.ml.core.impl.DASDatasetProcessor
 
process() - Method in class org.wso2.carbon.ml.core.impl.FileDatasetProcessor
 
process() - Method in class org.wso2.carbon.ml.core.impl.HdfsDatasetProcessor
 
process(MLDataset, InputStream) - Method in class org.wso2.carbon.ml.core.impl.MLDatasetProcessor
Process a given data-set; read the data-set as a stream, extract meta-data, persist the data-set in a target path and persist meta-data in ML db.
process() - Method in class org.wso2.carbon.ml.core.interfaces.DatasetProcessor
Process a given dataset and use DatasetProcessor.setDataset(MLDataset) to set expected data.
PROPERTIES - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
PROPERTY - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
publishModel(int, String, long, MLModelHandler.Format) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
Publish a ML model to registry.

R

RandomForest - Class in org.wso2.carbon.ml.core.spark.algorithms
 
RandomForest() - Constructor for class org.wso2.carbon.ml.core.spark.algorithms.RandomForest
 
read(String) - Method in class org.wso2.carbon.ml.core.impl.FileInputAdapter
 
read(String) - Method in class org.wso2.carbon.ml.core.impl.HdfsInputAdapter
 
read(String) - Method in class org.wso2.carbon.ml.core.impl.RegistryInputAdapter
 
read(String) - Method in interface org.wso2.carbon.ml.core.interfaces.MLInputAdapter
Read from a given path of a selected data source.
readExternal(ObjectInput) - Method in class org.wso2.carbon.ml.core.spark.models.MLAnomalyDetectionModel
 
readExternal(ObjectInput) - Method in class org.wso2.carbon.ml.core.spark.models.MLClassificationModel
 
readExternal(ObjectInput) - Method in class org.wso2.carbon.ml.core.spark.models.MLDecisionTreeModel
 
readExternal(ObjectInput) - Method in class org.wso2.carbon.ml.core.spark.models.MLDeeplearningModel
 
readExternal(ObjectInput) - Method in class org.wso2.carbon.ml.core.spark.models.MLGeneralizedLinearModel
 
readExternal(ObjectInput) - Method in class org.wso2.carbon.ml.core.spark.models.MLKMeansModel
 
readExternal(ObjectInput) - Method in class org.wso2.carbon.ml.core.spark.models.MLRandomForestModel
 
registerConfigurationContextService(ConfigurationContextService) - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
registerDatabaseService(DatabaseService) - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
registerOutputEventAdapterService(OutputEventAdapterService) - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
RegistryInputAdapter - Class in org.wso2.carbon.ml.core.impl
Implementation of MLInputAdapter for governance registry
RegistryInputAdapter() - Constructor for class org.wso2.carbon.ml.core.impl.RegistryInputAdapter
 
RegistryOutputAdapter - Class in org.wso2.carbon.ml.core.impl
Registry adapter for ML.
RegistryOutputAdapter() - Constructor for class org.wso2.carbon.ml.core.impl.RegistryOutputAdapter
 
RemoveDiscardedFeatures - Class in org.wso2.carbon.ml.core.spark.transformations
This class removes columns with discarded features and also will restructure the columns such that the response column is the last column.
RemoveDiscardedFeatures.Builder - Class in org.wso2.carbon.ml.core.spark.transformations
 
RemoveDiscardedFeatures.Builder() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.RemoveDiscardedFeatures.Builder
 
RemoveResponseColumn - Class in org.wso2.carbon.ml.core.spark.transformations
This class removes response columns It is assume that the response column is the last column.
RemoveResponseColumn() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.RemoveResponseColumn
 
responseIndex(int) - Method in class org.wso2.carbon.ml.core.spark.transformations.RemoveDiscardedFeatures.Builder
 
retrieveModel(long) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
 
RidgeRegression - Class in org.wso2.carbon.ml.core.spark.algorithms
 
RidgeRegression() - Constructor for class org.wso2.carbon.ml.core.spark.algorithms.RidgeRegression
 
RowsToLines - Class in org.wso2.carbon.ml.core.spark.transformations
This class converts Spark SQL Rows into a CSV/TSV string.
RowsToLines.Builder - Class in org.wso2.carbon.ml.core.spark.transformations
 
RowsToLines.Builder() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.RowsToLines.Builder
 
run() - Method in class org.wso2.carbon.ml.core.impl.SummaryStatsGenerator
get a summary of a sample from the given CSV file, including descriptive-statistics, missing values, unique values and etc.

S

SAMPLE_SIZE - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
sendModelBuildingCompleteNotification(String, String[]) - Static method in class org.wso2.carbon.ml.core.impl.EmailNotificationSender
Send email notification indicating model building has been successfully completed.
sendModelBuildingFailedNotification(String, String[]) - Static method in class org.wso2.carbon.ml.core.impl.EmailNotificationSender
Send email notification indicating model building has been failed.
separator(Pattern) - Method in class org.wso2.carbon.ml.core.spark.transformations.LineToTokens.Builder
 
separator(String) - Method in class org.wso2.carbon.ml.core.spark.transformations.RowsToLines.Builder
 
setActual(double) - Method in class org.wso2.carbon.ml.core.spark.summary.PredictedVsActual
 
setAlgorithm(String) - Method in class org.wso2.carbon.ml.core.spark.summary.AnomalyDetectionModelSummary
 
setAlgorithm(String) - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
setAlgorithm(String) - Method in class org.wso2.carbon.ml.core.spark.summary.ClusterModelSummary
 
setAlgorithm(String) - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
setAlgorithm(String) - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
setAlgorithms(List<MLAlgorithm>) - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
setAnomalyLabel(String) - Method in class org.wso2.carbon.ml.core.spark.models.ext.AnomalyDetectionModel
 
setAuc(double) - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
setBestPercentile(int) - Method in class org.wso2.carbon.ml.core.spark.summary.AnomalyDetectionModelSummary
 
setBody(String) - Method in class org.wso2.carbon.ml.core.internal.EmailTemplate
 
setClusterIndexToDistancesListMap(Map<Integer, List<Double>>) - Method in class org.wso2.carbon.ml.core.spark.models.ext.AnomalyDetectionModel
 
setClusterPoints(List<ClusterPoint>) - Method in class org.wso2.carbon.ml.core.spark.summary.AnomalyDetectionModelSummary
 
setColumnSeparator(String) - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
setConfigurationContextService(ConfigurationContextService) - Method in class org.wso2.carbon.ml.core.internal.MLCoreDS
 
setContext(MLModelConfigurationContext) - Method in class org.wso2.carbon.ml.core.interfaces.MLModelBuilder
 
setDatabaseService(DatabaseService) - Method in class org.wso2.carbon.ml.core.internal.MLCoreDS
 
setDataset(MLDataset) - Method in class org.wso2.carbon.ml.core.interfaces.DatasetProcessor
 
setDatasetStorage(Storage) - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
setDatasetVersion(String) - Method in class org.wso2.carbon.ml.core.spark.summary.AnomalyDetectionModelSummary
 
setDatasetVersion(String) - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
setDatasetVersion(String) - Method in class org.wso2.carbon.ml.core.spark.summary.ClusterModelSummary
 
setDatasetVersion(String) - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
setDataToBePredicted(String[]) - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
setDeepLearningModel(DeepLearningModel) - Method in class org.wso2.carbon.ml.core.spark.models.MLDeeplearningModel
Set the model
setEmailNotificationEndpoint(String) - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
setEmailTemplates(List<EmailTemplate>) - Method in class org.wso2.carbon.ml.core.internal.EmailTemplates
Sets email templates
setEncodings(List<Map<String, Integer>>) - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
setError(double) - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
setError(double) - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
setFacts(Workflow) - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
setFalseNegatives(long) - Method in class org.wso2.carbon.ml.core.spark.ConfusionMatrix
 
setFalsePositives(long) - Method in class org.wso2.carbon.ml.core.spark.ConfusionMatrix
 
setFeatureImportance(List<FeatureImportance>) - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
setFeatureImportance(List<FeatureImportance>) - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
setFeatureImportance(List<FeatureImportance>) - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
setFeatures(String[]) - Method in class org.wso2.carbon.ml.core.spark.summary.AnomalyDetectionModelSummary
 
setFeatures(String[]) - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
setFeatures(String[]) - Method in class org.wso2.carbon.ml.core.spark.summary.ClusterModelSummary
 
setFeatures(String[]) - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
setFeatures(String[]) - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
setFeatureValues(double[]) - Method in class org.wso2.carbon.ml.core.spark.summary.TestResultDataPoint
 
setFirstLine(String) - Method in class org.wso2.carbon.ml.core.interfaces.DatasetProcessor
 
setFooter(String) - Method in class org.wso2.carbon.ml.core.internal.EmailTemplate
 
setHdfsUrl(String) - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
setHeaderRow(String) - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
setIncludedFeaturesMap(SortedMap<Integer, String>) - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
setkMeansModel(KMeansModel) - Method in class org.wso2.carbon.ml.core.spark.models.ext.AnomalyDetectionModel
 
setLabel(String) - Method in class org.wso2.carbon.ml.core.spark.summary.FeatureImportance
Sets feature name
setLabels(List<String>) - Method in class org.wso2.carbon.ml.core.spark.MulticlassConfusionMatrix
 
setLines(JavaRDD<String>) - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
setMatrix(double[][]) - Method in class org.wso2.carbon.ml.core.spark.MulticlassConfusionMatrix
 
setMeanSquaredError(double) - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
setMeanSquaredError(double) - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
setMlProperties(Properties) - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
setModel(MLModelData) - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
setModel(AnomalyDetectionModel) - Method in class org.wso2.carbon.ml.core.spark.models.MLAnomalyDetectionModel
 
setModel(ClassificationModel) - Method in class org.wso2.carbon.ml.core.spark.models.MLClassificationModel
 
setModel(DecisionTreeModel) - Method in class org.wso2.carbon.ml.core.spark.models.MLDecisionTreeModel
 
setModel(GeneralizedLinearModel) - Method in class org.wso2.carbon.ml.core.spark.models.MLGeneralizedLinearModel
 
setModel(KMeansModel) - Method in class org.wso2.carbon.ml.core.spark.models.MLKMeansModel
 
setModel(RandomForestModel) - Method in class org.wso2.carbon.ml.core.spark.models.MLRandomForestModel
 
setModelAccuracy(double) - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
setModelAccuracy(double) - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
setModelAccuracy(double) - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
setModelId(long) - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
setModelRegistryLocation(String) - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
setModelStorage(Storage) - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
setMulticlassConfusionMatrix(MulticlassConfusionMatrix) - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
setMulticlassConfusionMatrix(MulticlassConfusionMatrix) - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
setMulticlassConfusionMatrix(MulticlassConfusionMatrix) - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
setName(String) - Method in class org.wso2.carbon.ml.core.spark.SparkProperty
 
setNewToOldIndicesList(List<Integer>) - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
setNormalLabel(String) - Method in class org.wso2.carbon.ml.core.spark.models.ext.AnomalyDetectionModel
 
setOutputEventAdapterService(OutputEventAdapterService) - Method in class org.wso2.carbon.ml.core.internal.MLCoreDS
 
setPercentileToMulticlassMetricsMap(Map<Integer, MulticlassMetrics>) - Method in class org.wso2.carbon.ml.core.spark.summary.AnomalyDetectionModelSummary
 
setPredicted(double) - Method in class org.wso2.carbon.ml.core.spark.summary.PredictedVsActual
 
setPredictedVsActual(PredictedVsActual) - Method in class org.wso2.carbon.ml.core.spark.summary.TestResultDataPoint
 
setPredictedVsActuals(List<PredictedVsActual>) - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
setProperties(List<SparkProperty>) - Method in class org.wso2.carbon.ml.core.spark.SparkSettings
 
setProperty(String) - Method in class org.wso2.carbon.ml.core.spark.SparkProperty
 
setResponseIndex(int) - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
setRoc(String) - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
setSize(int) - Method in class org.wso2.carbon.ml.core.spark.MulticlassConfusionMatrix
 
setSparkConf(SparkConf) - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
setSparkContext(JavaSparkContext) - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
setSparkContext(JavaSparkContext) - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
setSparkContextEnabled(boolean) - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
setStorageLocation(String) - Method in class org.wso2.carbon.ml.core.spark.models.MLDeeplearningModel
 
setSubject(String) - Method in class org.wso2.carbon.ml.core.internal.EmailTemplate
 
setSummaryStatSettings(SummaryStatisticsSettings) - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
setSummaryStatsOfFeatures(Map<String, String>) - Method in class org.wso2.carbon.ml.core.internal.MLModelConfigurationContext
 
setTargetPath(String) - Method in class org.wso2.carbon.ml.core.interfaces.DatasetProcessor
 
setTestDataComputeCost(double) - Method in class org.wso2.carbon.ml.core.spark.summary.ClusterModelSummary
 
setTestResultDataPointsSample(List<TestResultDataPoint>) - Method in class org.wso2.carbon.ml.core.spark.summary.ClassClassificationAndRegressionModelSummary
 
setTestResultDataPointsSample(List<TestResultDataPoint>) - Method in class org.wso2.carbon.ml.core.spark.summary.DeeplearningModelSummary
 
setTestResultDataPointsSample(List<TestResultDataPoint>) - Method in class org.wso2.carbon.ml.core.spark.summary.ProbabilisticClassificationModelSummary
 
setThreadExecutor(BlockingExecutor) - Method in class org.wso2.carbon.ml.core.utils.MLCoreServiceValueHolder
 
setTrainDataComputeCost(double) - Method in class org.wso2.carbon.ml.core.spark.summary.ClusterModelSummary
 
setTrueNegatives(long) - Method in class org.wso2.carbon.ml.core.spark.ConfusionMatrix
 
setTruePositives(long) - Method in class org.wso2.carbon.ml.core.spark.ConfusionMatrix
 
setType(DatasetType) - Method in class org.wso2.carbon.ml.core.interfaces.DatasetProcessor
 
setType(String) - Method in class org.wso2.carbon.ml.core.internal.EmailTemplate
 
setValue(double) - Method in class org.wso2.carbon.ml.core.spark.summary.FeatureImportance
 
SparkConfigurationParser - Class in org.wso2.carbon.ml.core.impl
Class contains methods for parsing configurations from machine-learner.xml XML file.
SparkConfigurationParser() - Constructor for class org.wso2.carbon.ml.core.impl.SparkConfigurationParser
 
SparkConfigurationParserException - Exception in org.wso2.carbon.ml.core.exceptions
 
SparkConfigurationParserException(String, Throwable) - Constructor for exception org.wso2.carbon.ml.core.exceptions.SparkConfigurationParserException
 
SparkModelUtils - Class in org.wso2.carbon.ml.core.spark.algorithms
 
SparkProperty - Class in org.wso2.carbon.ml.core.spark
DTO class for JAXB binding of SparkConfigurationParser
SparkProperty() - Constructor for class org.wso2.carbon.ml.core.spark.SparkProperty
 
SparkSettings - Class in org.wso2.carbon.ml.core.spark
DTO class for JAXB binding of SparkConfigurationParser
SparkSettings() - Constructor for class org.wso2.carbon.ml.core.spark.SparkSettings
 
StackedAutoencodersClassifier - Class in org.wso2.carbon.ml.core.spark.algorithms
Stacked Autoencoder classifier class
StackedAutoencodersClassifier() - Constructor for class org.wso2.carbon.ml.core.spark.algorithms.StackedAutoencodersClassifier
 
startH2O() - Static method in class org.wso2.carbon.ml.core.impl.H2OServer
Starts H20 server in local mode
stopH2O() - Static method in class org.wso2.carbon.ml.core.impl.H2OServer
Stop H2O
streamingPredict(int, String, long, String, String, InputStream) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
 
streamingPredict(int, String, long, String, String, InputStream, double) - Method in class org.wso2.carbon.ml.core.impl.MLModelHandler
 
StringArrayToDoubleArray - Class in org.wso2.carbon.ml.core.spark.transformations
 
StringArrayToDoubleArray.Builder - Class in org.wso2.carbon.ml.core.spark.transformations
 
StringArrayToDoubleArray.Builder() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.StringArrayToDoubleArray.Builder
 
SUMMARY_STATISTICS_SETTINGS - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
SummaryStatsGenerator - Class in org.wso2.carbon.ml.core.impl
Responsible for generating summary stats for a given set of sample points.
SummaryStatsGenerator(long, long, SummaryStatisticsSettings, DatasetProcessor) - Constructor for class org.wso2.carbon.ml.core.impl.SummaryStatsGenerator
 
SupervisedSparkModelBuilder - Class in org.wso2.carbon.ml.core.spark.algorithms
Build supervised models supported by Spark.
SupervisedSparkModelBuilder(MLModelConfigurationContext) - Constructor for class org.wso2.carbon.ml.core.spark.algorithms.SupervisedSparkModelBuilder
 
SVM - Class in org.wso2.carbon.ml.core.spark.algorithms
 
SVM() - Constructor for class org.wso2.carbon.ml.core.spark.algorithms.SVM
 

T

takeSample() - Method in class org.wso2.carbon.ml.core.impl.DASDatasetProcessor
 
takeSample() - Method in class org.wso2.carbon.ml.core.impl.FileDatasetProcessor
 
takeSample() - Method in class org.wso2.carbon.ml.core.impl.HdfsDatasetProcessor
 
takeSample() - Method in class org.wso2.carbon.ml.core.interfaces.DatasetProcessor
Take a random sample of the dataset.
TARGET_HOME_PROP - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
test(AnomalyDetectionModel, Vector, int) - Method in class org.wso2.carbon.ml.core.spark.algorithms.AnomalyDetection
This method applies a anomaly detection model to a given dataset
test(AnomalyDetectionModel, JavaRDD<Vector>, int) - Method in class org.wso2.carbon.ml.core.spark.algorithms.AnomalyDetection
This method applies a anomaly detection model to a given dataset
test(AnomalyDetectionModel, Vector, int, int) - Method in class org.wso2.carbon.ml.core.spark.algorithms.AnomalyDetection
This method applies a anomaly detection model to a given dataset for a range of percentile values
test(AnomalyDetectionModel, JavaRDD<Vector>, int, int) - Method in class org.wso2.carbon.ml.core.spark.algorithms.AnomalyDetection
This method applies a anomaly detection model to a given dataset for a range of percentile values
test(DecisionTreeModel, JavaRDD<LabeledPoint>) - Method in class org.wso2.carbon.ml.core.spark.algorithms.DecisionTree
This method applies a decision tree model to a given dataset
test(KMeansModel, JavaRDD<Vector>) - Method in class org.wso2.carbon.ml.core.spark.algorithms.KMeans
This method applies a kmeans model to a given dataset
test(LassoModel, JavaRDD<LabeledPoint>) - Method in class org.wso2.carbon.ml.core.spark.algorithms.LassoRegression
This method applies lasso regression using a given model and a dataset
test(LinearRegressionModel, JavaRDD<LabeledPoint>) - Method in class org.wso2.carbon.ml.core.spark.algorithms.LinearRegression
This method applies linear regression using a given model and a dataset
test(LogisticRegressionModel, JavaRDD<LabeledPoint>) - Method in class org.wso2.carbon.ml.core.spark.algorithms.LogisticRegression
This method performs a binary classification using a given model and a dataset
test(NaiveBayesModel, JavaRDD<LabeledPoint>) - Method in class org.wso2.carbon.ml.core.spark.algorithms.NaiveBayesClassifier
This method applies a naive bayes model to a given dataset
test(RandomForestModel, JavaRDD<LabeledPoint>) - Method in class org.wso2.carbon.ml.core.spark.algorithms.RandomForest
This method applies a random forest model to a given dataset
test(RidgeRegressionModel, JavaRDD<LabeledPoint>) - Method in class org.wso2.carbon.ml.core.spark.algorithms.RidgeRegression
This method applies ridge regression using a given model and a dataset
test(JavaSparkContext, DeepLearningModel, JavaRDD<LabeledPoint>) - Method in class org.wso2.carbon.ml.core.spark.algorithms.StackedAutoencodersClassifier
This method applies a stacked autoencoders model to a given dataset and make predictions
test(SVMModel, JavaRDD<LabeledPoint>) - Method in class org.wso2.carbon.ml.core.spark.algorithms.SVM
This method performs a binary classification using a given SVM model and a dataset.
TestResultDataPoint - Class in org.wso2.carbon.ml.core.spark.summary
DTO class to store features, predicted and actual values of a single test dataset row
TestResultDataPoint() - Constructor for class org.wso2.carbon.ml.core.spark.summary.TestResultDataPoint
 
toDoubleArray(String[]) - Static method in class org.wso2.carbon.ml.core.utils.MLUtils
 
TokensToVectors - Class in org.wso2.carbon.ml.core.spark.transformations
This class transforms string array of tokens to vectors
TokensToVectors.Builder - Class in org.wso2.carbon.ml.core.spark.transformations
 
TokensToVectors.Builder() - Constructor for class org.wso2.carbon.ml.core.spark.transformations.TokensToVectors.Builder
 
toString() - Method in class org.wso2.carbon.ml.core.spark.ConfusionMatrix
 
toString() - Method in class org.wso2.carbon.ml.core.spark.MulticlassConfusionMatrix
 
train(JavaRDD<Vector>, int, int, String, String) - Method in class org.wso2.carbon.ml.core.spark.algorithms.AnomalyDetection
This methods trains Anomaly detection model
train(JavaRDD<LabeledPoint>, int, Map<Integer, Integer>, String, int, int) - Method in class org.wso2.carbon.ml.core.spark.algorithms.DecisionTree
This method trains a decision tree model
train(JavaRDD<Vector>, int, int, int, String) - Method in class org.wso2.carbon.ml.core.spark.algorithms.KMeans
This method trains a k-means clustering model
train(JavaRDD<Vector>, int, int) - Method in class org.wso2.carbon.ml.core.spark.algorithms.KMeans
This method trains a k-means clustering model - overload method with 3 parameters
train(JavaRDD<LabeledPoint>, int, double, double, double) - Method in class org.wso2.carbon.ml.core.spark.algorithms.LassoRegression
This method uses stochastic gradient descent (SGD) algorithm to train a lasso regression model
train(JavaRDD<LabeledPoint>, int, double, double) - Method in class org.wso2.carbon.ml.core.spark.algorithms.LinearRegression
This method uses stochastic gradient descent (SGD) algorithm to train a linear regression model
train(JavaRDD<LabeledPoint>, int) - Method in class org.wso2.carbon.ml.core.spark.algorithms.LinearRegression
Linear regression train - overload method with 1 parameter
train(JavaRDD<LabeledPoint>, double) - Method in class org.wso2.carbon.ml.core.spark.algorithms.NaiveBayesClassifier
This method trains a naive bayes model
train(JavaRDD<LabeledPoint>, int, Map<Integer, Integer>, int, String, String, int, int, int) - Method in class org.wso2.carbon.ml.core.spark.algorithms.RandomForest
This method trains a Random Forest model
train(JavaRDD<LabeledPoint>, int, double, double, double) - Method in class org.wso2.carbon.ml.core.spark.algorithms.RidgeRegression
This method uses stochastic gradient descent (SGD) algorithm to train a ridge regression model
train(JavaRDD<LabeledPoint>, int, int[], String, int, String, long) - Method in class org.wso2.carbon.ml.core.spark.algorithms.StackedAutoencodersClassifier
This method trains a stacked autoencoder
train(JavaRDD<LabeledPoint>, int, String, double, double, double) - Method in class org.wso2.carbon.ml.core.spark.algorithms.SVM
This method uses stochastic gradient descent (SGD) algorithm to train a support vector machine (SVM) model.
train(JavaRDD<LabeledPoint>, int, double) - Method in class org.wso2.carbon.ml.core.spark.algorithms.SVM
SVM train - overload method with 2 parameters.
trainWithLBFGS(JavaRDD<LabeledPoint>, String, int) - Method in class org.wso2.carbon.ml.core.spark.algorithms.LogisticRegression
This method uses LBFGS optimizer to train a logistic regression model for a given dataset
trainWithSGD(JavaRDD<LabeledPoint>, double, int, String, double, double) - Method in class org.wso2.carbon.ml.core.spark.algorithms.LogisticRegression
TODO add another overloaded method to avoid Regularization.

U

unsetConfigurationContextService(ConfigurationContextService) - Method in class org.wso2.carbon.ml.core.internal.MLCoreDS
 
unsetDatabaseService(DatabaseService) - Method in class org.wso2.carbon.ml.core.internal.MLCoreDS
 
unsetOutputEventAdapterService(OutputEventAdapterService) - Method in class org.wso2.carbon.ml.core.internal.MLCoreDS
 
UnsupervisedSparkModelBuilder - Class in org.wso2.carbon.ml.core.spark.algorithms
Building unsupervised models supported by Spark.
UnsupervisedSparkModelBuilder(MLModelConfigurationContext) - Constructor for class org.wso2.carbon.ml.core.spark.algorithms.UnsupervisedSparkModelBuilder
 
UPLOAD_LIMIT - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
UPLOAD_LOCATION - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
UPLOAD_SETTINGS - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
USER_HOME - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 
UTF_8 - Static variable in class org.wso2.carbon.ml.core.utils.MLConstants
 

V

validate() - Method in class org.wso2.carbon.ml.core.impl.DASDatasetProcessor
 
validate() - Method in class org.wso2.carbon.ml.core.impl.FileDatasetProcessor
 
validate() - Method in class org.wso2.carbon.ml.core.impl.HdfsDatasetProcessor
 
validate() - Method in class org.wso2.carbon.ml.core.interfaces.DatasetProcessor
Perform basic validation required by all dataset processors.
valueOf(String) - Static method in enum org.wso2.carbon.ml.core.factories.AlgorithmType
Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.wso2.carbon.ml.core.factories.DatasetType
Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.wso2.carbon.ml.core.impl.MLModelHandler.Format
Returns the enum constant of this type with the specified name.
values() - Static method in enum org.wso2.carbon.ml.core.factories.AlgorithmType
Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.wso2.carbon.ml.core.factories.DatasetType
Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.wso2.carbon.ml.core.impl.MLModelHandler.Format
Returns an array containing the constants of this enum type, in the order they are declared.

W

write(String, InputStream) - Method in class org.wso2.carbon.ml.core.impl.FileOutputAdapter
 
write(String, InputStream) - Method in class org.wso2.carbon.ml.core.impl.HdfsOutputAdapter
 
write(String, InputStream) - Method in class org.wso2.carbon.ml.core.impl.RegistryOutputAdapter
 
write(String, InputStream) - Method in interface org.wso2.carbon.ml.core.interfaces.MLOutputAdapter
Write a given input stream to a given target path.
writeExternal(ObjectOutput) - Method in class org.wso2.carbon.ml.core.spark.models.MLAnomalyDetectionModel
 
writeExternal(ObjectOutput) - Method in class org.wso2.carbon.ml.core.spark.models.MLClassificationModel
 
writeExternal(ObjectOutput) - Method in class org.wso2.carbon.ml.core.spark.models.MLDecisionTreeModel
 
writeExternal(ObjectOutput) - Method in class org.wso2.carbon.ml.core.spark.models.MLDeeplearningModel
 
writeExternal(ObjectOutput) - Method in class org.wso2.carbon.ml.core.spark.models.MLGeneralizedLinearModel
 
writeExternal(ObjectOutput) - Method in class org.wso2.carbon.ml.core.spark.models.MLKMeansModel
 
writeExternal(ObjectOutput) - Method in class org.wso2.carbon.ml.core.spark.models.MLRandomForestModel
 
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