Package | Description |
---|---|
com.bayesserver.analysis | |
com.bayesserver.data | |
com.bayesserver.data.discovery | |
com.bayesserver.data.timeseries |
Modifier and Type | Method and Description |
---|---|
static RegressionStatistics |
RegressionStatistics.create(DataReaderCommand readerCommand,
String actual,
String predicted)
Initializes a new instance of the
RegressionStatistics class. |
static ConfusionMatrix |
ConfusionMatrix.create(DataReaderCommand readerCommand,
String actual,
String predicted,
String caseWeight)
Initializes a new instance of the
ConfusionMatrix class. |
static RegressionStatistics |
RegressionStatistics.create(DataReaderCommand readerCommand,
String actual,
String predicted,
String caseWeight)
Initializes a new instance of the
RegressionStatistics class. |
static LiftChart |
LiftChart.create(String actual,
String predictedProbability,
String caseWeight,
Comparable targetValue,
DataReaderCommand readerCommand)
Creates a lift chart, used to measure predictive performance.
|
Modifier and Type | Class and Description |
---|---|
class |
DatabaseDataReaderCommand
Provides a default implementation of
DataReaderCommand for reading databases. |
class |
DataReaderCommandFiltered
Wraps an existing data reader command while filtering records.
|
class |
DataTableDataReaderCommand
A DataReaderCommand backed by a DataTable.
|
Constructor and Description |
---|
DataReaderCommandFiltered(DataReaderCommand inner,
DataReaderFilter filter)
Initializes a new instance of the
DataReaderCommandFiltered class. |
DefaultEvidenceReaderCommand(DataReaderCommand command,
List<VariableReference> variables,
ReaderOptions readerOptions)
Initializes a new instance of the
DefaultEvidenceReaderCommand class. |
DefaultEvidenceReaderCommand(DataReaderCommand command,
List<VariableReference> variables,
ReaderOptions readerOptions,
DataReaderCommand commandTemporal,
List<VariableReference> variablesTemporal,
TemporalReaderOptions temporalReaderOptions)
Initializes a new instance of the
DefaultEvidenceReaderCommand class, supporting both temporal and non temporal data. |
DefaultEvidenceReaderCommand(DataReaderCommand commandTemporal,
List<VariableReference> variablesTemporal,
TemporalReaderOptions temporalReaderOptions)
Initializes a new instance of the
DefaultEvidenceReaderCommand class. |
Modifier and Type | Method and Description |
---|---|
List<DiscretizationInfo> |
Clustering.discretize(DataReaderCommand dataReaderCommand,
List<DiscretizationColumn> dataColumns,
DiscretizationAlgoOptions options)
Discretizes one or more data columns, that may contain missing (null) values.
|
List<DiscretizationInfo> |
Discretize.discretize(DataReaderCommand dataReaderCommand,
List<DiscretizationColumn> dataColumns,
DiscretizationAlgoOptions options)
Discretizes one or more data columns, that may contain missing (null) values.
|
List<DiscretizationInfo> |
EqualFrequencies.discretize(DataReaderCommand dataReaderCommand,
List<DiscretizationColumn> dataColumns,
DiscretizationAlgoOptions options)
Discretizes one or more data columns, that may contain missing (null) values.
|
List<DiscretizationInfo> |
EqualIntervals.discretize(DataReaderCommand dataReaderCommand,
List<DiscretizationColumn> dataColumns,
DiscretizationAlgoOptions options)
Discretizes one or more data columns, that may contain missing (null) values.
|
static List<VariableInfo> |
VariableGenerator.generate(DataReaderCommand readerCommand,
List<VariableDefinition> variableDefinitions,
VariableGeneratorOptions options)
Generates variables from a data source.
|
Modifier and Type | Class and Description |
---|---|
class |
WindowDataReaderCommand
A data reader command that reads windows of data over another data reader.
|
Constructor and Description |
---|
WindowDataReaderCommand(DataReaderCommand source,
WindowOptions windowOptions,
WindowDataReaderOptions readerOptions)
Initializes a new instance of the
WindowDataReaderCommand class. |
Copyright © 2023. All rights reserved.