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ExampleSet
into two disjunct parts
and applies the first child operator on the first part and applies the second
child on the second part and the result of the first child.JFreeChart
object.Configurable
class.ExampleSource
operators.AbstractExampleSetProcessing
hierarchy
in the preprocessing package.DataTable
.DataTable
.UnsupportedOperationException
.ExampleSet
as input and
delivering an ExampleSet
as output.ExampleSet
.ExampleSet
.GeneticAlgorithm
, the
GeneratingGeneticAlgorithm
generates new attributes and thus can
change the length of an individual.GraphCreator
.ValueGrouping
s.Model
.OperatorLibrary
s.TransferHandler
s.Entry
.ExampleSet
into two disjoint parts
and applies the first child operator on the first part and applies the second
child on the second part and the result of the first child.TableModel
.Condition
serves to accept all examples.InputPort
which
accepts an input of the given class (loose checking).
DataTableRow
to the table.
a
to the list of attributes assigning it a free column
index.
ExampleSet
, interprets attributes as variables,
evaluates the function and creates a new attribute with the given name
that takes the expression's value.
Attribute
s in newAttributes
to the end
of the list of attributes, creating new data columns if necessary.
Attribute
s in newAttributes
to the end
of the list of attributes, creating new data columns if necessary.
Attribute
s in newAttributes
to the end
of the list of attributes, creating new data columns if necessary.
Averagable
to the list of criteria.
ColorScheme
to the existing ones.
ColorScheme
to the list of available ColorScheme
s.
ColorScheme
to the list of available ColorScheme
s at the specified index.
ColorScheme
to the existing ones.
Operator.addError(ProcessSetupError)
GenerateNewMDRule
.
SwingTools.createIcon(String)
is called.
AxisParallelLineConfiguration
line.
SwingTools.TOOL_TIP_LINE_LENGTH
letters.
LinkAndBrushListener
to this LinkAndBrushMaster
.
LinkAndBrushSelectionListener
.
ExecutionUnit.addOperator(Operator, boolean)
.
OperatorCreationHook
that will be informed whenever an Operator
instance is created.
Attributes
to which this
AttributeRole is added.
ResourceAction
which opens the add parallel line configuration dialog
when triggered.
AddParallelLineDialog
.
PassThroughRule
.
PlotConfigurationListener
as
prioritized.
Observer
s.
AbstractRepositoryAction
extending class to the popup menu actions.
AbstractRepositoryAction
extending class to the popup menu actions at the given index.
AbstractClusterer.doWork()
will add a cluster attribute to the example set.
AbstractClusterer.doWork()
will add an id attribute to the example set.
OperatorChain.createSubprocess(int)
.
PlotValueConfig
to the list of ValueSource
s on this axis.
PlotValueConfig
to the list of ValueSource
s on this axis.
Operator.addError(ProcessSetupError)
*
GeneratingGeneticAlgorithm
operator.AggregationFunction
s, that can be selected to
aggregate values of a certain group.AggregationFunction
s.AggregationOperator.LeafAggregationTreeNode
for all the given AggregationFunction
s.
Attribute
s.
IOObject
s.
IOObject
s, Attribute
s, etc.ANOVAMatrixViewerTable
.Perspective
s that can be applied, saved, created.Operator.execute()
switchOffFeature()
.
ValueRange
s)
with this aggregation windowing applied.
AssociationRule
s which can be constructed from frequent item sets.ExpressionParser
ExampleSetMetaData.attributeMetaData
.
ExampleSetMetaData.attributeMetaData
.
ExampleSet
.AttributeDataSource
s.
ParameterTypeAttributes
.ExampleSet
from a
parameter string
ExampleSet
from a parameter string
ExampleSet
as input and maps the
values of certain attributes to other values.AttributeWeights
IOObject.AttributeWeightsDialog
.AxisParallelLineConfiguration
.
Base64.InputStream
will read data from another
java.io.InputStream, given in the constructor, and encode/decode
to/from Base64 notation on the fly.Base64.InputStream
in DECODE mode.
Base64.InputStream
in either ENCODE or DECODE
mode.
Base64.OutputStream
will write data to another
java.io.OutputStream, given in the constructor, and
encode/decode to/from Base64 notation on the fly.Base64.OutputStream
in ENCODE mode.
Base64.OutputStream
in either ENCODE or DECODE
mode.
Parameters
object.GraphViewer
.BatchXValidation
encapsulates a cross-validation process.NominalMapping
which can be used for binominal attributes, i.e. for attributes
with only two different values.Item
based on boolean attributes.BreakpointListener.breakpointReached(Process, Operator, IOContainer, int)
is invoked
every time a breakpoint is reached during a process run.insertAfter
.
FileObject
backed by a Buffer
.Tools.buildAverages(InputPort, OutputPort)
over pairs generated by this extender.
ExampleSet
from an SQL
database.ProgressThread.executionCancelled()
to notify children.
DataResultSetTranslator.guessValueTypes(int[], DataResultSetTranslationConfiguration, DataResultSet, int, ProgressListener)
after the next row.
#read(DataResultSet, DataResultSetTranslationConfiguration, int, ProgressListener)
after the
next row.
Folder.refresh()
would find this entry (or it is already loaded).
InputPort
s that
ensures that the capabilities given by an operator are
matched by the delivered ExampleSet.DecisionTreeLearner
with one exception: it used a chi squared based criterion
instead of the information gain or gain ratio criteria.MainFrame.getPerspectives()
and ApplicationPerspectives.showPerspective(String)
RangeAxisConfig
or a domain
axis for a DimensionConfig
.ValueSource
s into datasets usable by
JFreeChart.MetaDataError
with the input port if not.
Configurable
with the given type and name.
Operator.getDeprecationInfo()
method does not return null.
Operator.getDeprecationInfo()
method does not return null.
Process.checkProcess(IOContainer)
instead
MDTransformer
.
Plugin.getMajorClassLoader()
ClearParallelLinesAction
.
ProcessLogOperator
.Configurator
.GroupTree
.
original
, adds them
to this execution unit and wires them as they were originally.
IOObjectCollection
.IOObjectCollection
.BlockContainer
with a colored background.ColorQuartilePlotter
for each of the plots.ColorScheme
.
ColorScheme.ColorRGB
object with the specified r g b components and an alpha
value of 255.
ColorScheme.ColorRGB
object with the specified r g b and alpha components.
ParameterType
s.true
if the ioobjects class is supported for
comparison in the test extension and false
otherwise.
true
if both ioobject classes are comparable to
each other and false
otherwise.
OperatorVersion
s as returned by Operator.getIncompatibleVersionChanges()
.PCA
, GHA
and FastICA
you can create the AttributeWeights
from a component.ConditionedExampleSet
s, a special sub class of
ExampleSet
that skips all examples that do not fulfill this
condition.Example
s that do not fulfill a given Condition
.ConfigurationDialog
.Configurable
s.Configurable
s of a specified typeID.Configurable
s.JComponent
which can be used by the
ConfigurationDialog
in order to modify the parameters of a Configurable
ConfigurationListener
.Configurable
s.ConfusionMatrixViewerTable
.ProcessContext
Color
input to a ColorScheme.ColorRGB
object.
Color
input to a ColorScheme.ColorRGB
object including the alpha value.
ColorScheme.ColorRGB
input to a Color
object.
ColorScheme.ColorRGB
input to a Color
object including the alpha value.
CopyChartAction
.
PlotterStyleProvider
to overwrite his own settings.
Condition
serves to accept all examples which are
correctly predicted.CorrelationMatrixRow2DataTableRowWrapper
objects.NumericalMatrix
as basis for DataTableRow
.Aggregator
s.
Aggregator
s with the given weight.
Aggregator
belongs to.
Aggregator.count(Example)
, but will take the weight of
the current example into account.
NumericalAggregator.count(double)
, but taking the weight into account.
Aggregator
for the CountAggregationFunction
It counts all non-NaN values.countExample(double, double)
and counts the
deviation.
Aggregator
for the CountAggregationFunction
It counts all non-NaN values.Aggregator
for the CountIncludingMissingsAggregationFunction
It counts all examples, if not ignoreMissing is true.Configurable
based on parameters.
AggregationFunction
with the given name for the given
source Attribute.
Aggregator
object that computes the value of this
particular AggregationFunction
for a specific group.
#createDefaultMultiValueCategoryDataset(ValueSource, PlotConfiguration)
, but
instead of storing only the values it stores pairs in the lists, where the first value is the
data value, and the second value holds the index of the value in the series in valueSource.
AttributeDataSource
s read from the file.
Entry
if the given location
is a valid repository location.
Configurable
.
DataTable
from this example set.
DefaultMultiValueCategoryDataset
.
ExampleSet
from a given ExampleSet
.
ExampleSet
from a given ExampleSet
.
ExampleTable
and with the special roles defined by the given attribute set.
ExampleTable
and with the special roles defined by the given attribute set.
Operator.apply()
.
ExcelSheetTableModel
or Excel2007SheetTableModel
, depending on file).
Operator.createProcessTree(int)
instead
Operator.createProcessTree(int,String,String,Operator,String)
instead
Operator.createMarkedProcessTree(int,String,Operator)
instead
DistanceMeasureHelper
to obtain distance measures.
Operator
defined by the
given OperatorDescription
.
Port.simulatesStack()
returns false.
Element
which contains all PlotterStyleProvider
settings.
Wallet
used by the PasswordManager
to
edit user credentials.ExcelImportWizard
.CSVImportWizard
.DataTable
LegendGraphic
which correctly translates gradients,
such that they begin at the correct position instead of the left screen edge.LegendItem
which additionally contains a custom shape.LogarithmicAxis
that overrides the resizing behaviour.NumberAxis
that overrides the resizing behaviour.SymbolAxis
that overrides the resizing behaviour.ProcessLogOperator
.ExampleSet
from an SQL Connection
table.FileDataRowReader
that reads examples from a file, objects
of this class read examples from a ResultSet
, a data structure that
is returned from a database query.ExampleSet
in an SQL
database.ExampleSet
into an SQL
database.DataResultSet
s.DataResultSetTranslator
to an
ExampleSet
which is controlled by the DataResultSetTranslationConfiguration
.DataRowFactory.DataRowFactory(int, char)
instead.
DataRow
s, e.g. from memory, a file or a
database.DataTable
characterized by a name, a column index
and a DataTableColumn.ValueType
.DataTableColumn
s via DragAndDrop.TransferHandler
for TextFields that allow dropping DataTableColumn
s on them.DataTableViewerTable
.DataTableColumn
.TransferHandler
for exporting DataTableColumn
s from Lists.DataTable
s.Component.repaint()
.
DataTableViewerTable
.ExampleSet
s for various needs.DatabaseMetaData.getTypeInfo()
.MetaDataViewerTable
.ConnectionEntry
converted to IOObject
s
using a particular DBConnectionToIOObjectConverter
.ConnectionEntry
.IOObject
, e.g. an example set.AggregationFunctionMetaDataProvider
interface and can be
parameterized to work for several AggregationFunction
s on instanciation.ConfigurationPanel
.PlotterStyleProvider
.DefaultPlotterStyleProvider
.
DefaultPlotterStyleProvider
.JPanel
to edit the DefaultPlotterStyleProvider
settings.
PropertyTable
either bold or plain depending on
whether or not the parameter is optional.AbstractAttributes
instead since using this
class might lead to stack overflow errors in cases where a large amount of iterations
is performedInputPort
or ignores
it if the output port is not connected.
#deliver(Object)
except that only meta data is delivered.
ExampleSet
as input and maps all
nominal values to randomly created strings.IOObjectSerializer.serialize(OutputStream, Object, SerializationType)
.
IOObjectSerializer.serializeToBuffer(Object)
.
DimensionConfigChangeEvent.DimensionConfigChangeType
s are ABOUT_TO_CHANGE_GROUPING or RESET or COLOR_SCHEME
DistinctValueGrouping
s.ResultDisplay
that adds each result to an individual Dockable
.ValueSource
s in a
PlotConfiguration
.Model
repeatedly running a weak learner,
reweighting the training example set accordingly, and combining the
hypothesis using the available weighted performance values.
ExampleSet
.
ExampleSet
.
EditableHeaderJTable
.EditableHeaderJTable
.row
and column
, if those indices are in the
valid range, and the cell at those indices is editable.
AxisParallelLineConfiguration
line (crosshair line).EditParallelLineDialog
.
AbstractEigenvectorModel
s.raw
ByteBuffer, writing it
to the encoded
ByteBuffer.
raw
ByteBuffer, writing it
to the encoded
CharBuffer.
Base64.encodeBytes(byte[])
but returns a byte array instead
of instantiating a String.
Base64.encodeBytes(byte[], int, int, int)
but returns a byte
array instead of instantiating a String.
lineInfo
array can contain the specified index.
get(i)
nor put(i,v)
throw a runtime exception for all 0 <= i <= numberOfColumns.
EnumerationPropertyTable
.ParameterTypeList
the
parameter values are parameter lists themselves.ListPropertyDialog
.EqualDataFractionGrouping
s.EqualDataFractionGrouping
.
ParameterCondition
implementation checks whether the
currently selected OperatorVersion
matches
a predefined one.EquidistantFixedBinCountBinning
s.ParsingError
s.AbstractPerformanceEvaluator.evaluate(ExampleSet,PerformanceVector)
.
Example2DataTableRowWrapper
objects.Example
s as basis for
DataTableRow
.ExampleSet
as input and returns a new
ExampleSet
including only the Example
s that fulfill a
condition.ExampleTable
with simple method calls.ExampleSet
to a file.ExampleSource
operators.ExampleSource
operator.ExcelImportWizard
.ExcelImportWizard
.EditBlockingProgressThread.run()
to perform the actual task.
Process
insteadProcess
now
Process
now
Process
now
Process
now
Process
now
Dimension
(width x height).ExportImageAction.DimensionDialog
.
ExportImageAction.DimensionDialog
with the given min and max values for width/height.
ExtendedListModel
.ExtendedJTextField
.ExtendedJList
.GraphViewer
.FastICA
.skip_features_of_type
.skip_features_with_name
.skip_features_of_type
.FilterTextField
.FileNotFoundException
exception.
AttributeRole
belonging to the attribute with the given name (both regular and special).
AttributeRole
belonging to the attribute with the given name (both regular and special).
AttributeRole
with the given special name (both regular and special).
AttributeRole
with the given special name (both regular and special).
Tableable
Method
fireUpdate(null)
.
ConsoleHandler
fails to call super.close() which prevents
Formatter.getTail(java.util.logging.Handler)
to be written propertly.time
, and creates a
new String containing a description of the time by means of days, hours, minutes and
seconds.
Averagable.toString()
method.
Averagable.toString()
method.
Averagable.toString()
method.
Averagable.toString()
method.
FormattedRenderer
s, since
by default the ScatterRenderer draws all items in a category with
the same shape and color.FPGrowth
.Item
s.FrequentItemSet
s.ExpressionParser.generateAll(LoggingHandler, ExampleSet, InputStream)
GeneticAlgorithm
, the
GeneratingGeneticAlgorithm
generates new attributes and thus can
change the length of an individual.#registerOperators(ClassLoader)
.Attribute
's index.
AggregationWindowing
for the domain dimension.
Configurator.getTypeId()
s.
PlotValueConfig
s, no matter in which
RangeAxisConfig
they are located.
InputPort
or received from the connected OutputPort
.
maxPeaks
highest peaks.
Attribute
s.
Attribute
s.
Font
which the user chose for the axes.
DataTable
for this HistogramTemplate
.
Tableable
Method
ChartPanel
that is controlled by this JFreeChartPlotEngine
.
PlotterTemplate
.
ClassWeightedPerformance
interface.
ColorScheme.ColorRGB
objects this ColorScheme
consists of.
ColorScheme
instance which will be used to color the plot(s).
ColorScheme
s.
Tableable
Method
Configurable
implementation that this configurator can configure.
Configurator
with the given Configurator.getTypeId()
.
null
if the user pressed cancel.
CovarianceMatrix.getCovarianceMatrix(double[][])
.
String
if ButtonDialog.wasConfirmed()
returns true
,
otherwise returns an empty String
.
UnbalancedCrossover
.
JFreeChart
chart, stored and shown in the
ChartPanel
.
DataTable
for this HistogramTemplate
.
InputPortExtender.getData(Class, boolean)
Port.getData(Class)
#getData(Class))
InputPort
or received from the connected OutputPort
Port.getDataOrNull(Class)
DataRow
objects.
DataTable
used by this PlotterTemplate
.
DataTable
from this example set.
DataTable
from this example set.
DataTableColumn
from which this DimensionConfig gets its raw values.
DataTableColumn
associated with the specified ValueSource.SeriesUsageType
.
DateFormat
to be used for formatting dates on this axis.
ParameterType
into the Element
that is returned.
OperatorDescription
associated
with the given key.
OperatorLibrary
.
OperatorDocBundle
that contains information about each
single delivered Operator
of this library.
null
if isZoomedIn() returns false
.
Document
IOObject
in this container.
Encoding
to add a custom encoding parameter to this operator.
isData
differs from this
meta data specification.
ExampleSet
created by the given SAS file.
MainFrame.getProcess()
instead
Operator.getProcess()
instead
Process.getProcessFile()
instead
Process.getProcessState()
instead
ParameterTypeFile
to be added through which the user
can specify the file name.
getAllRefinedRules
.
ColorScheme.ColorRGB
of the background frame of the chart.
Ontology.NOMINAL
or one of its subtypes.
AttributeGenerator
.
AttributeGenerator
PlotterTemplate
as displayed in the GUI.
XMLImporter
.
BinominalMapping.mapIndex(int)
.
PolynominalMapping.mapIndex(int)
.
AbstractDataReader.AttributeColumn
.
AbstractDataReader.AttributeColumn
(it does not matter if it is activated or not).
RangeAxisConfig
with a given id.
ButtonDialog
method to add the exception message to the internationalized message
Operator.getInputPorts()
InputPorts
object that gives access to all
defined InputPort
s of this operator.
RangeAxisConfig
.
RangeAxisConfig
.
Font
which the user chose for the legend.
JFreeChartPlotEngine
.
RepositorySource
or which can be used
to locate the entry using RepositoryManager#resolve(String)
.
PerformanceCriterion
.
Averagable.buildAverage(Averagable)
method.
Averagable.buildAverage(Averagable)
method.
Averagable.buildAverage(Averagable)
method.
RapidMiner.PROPERTY_RAPIDMINER_GENERAL_MAX_META_DATA_ATTRIBUTES
.
RapidMiner.PROPERTY_RAPIDMINER_GENERAL_MAX_NOMINAL_VALUES
.
null
if not.
InputPort.receiveMD(MetaData)
.
ParameterTypeAttribute.metaDataProvider
.
DirectedGeneratingMutation
.
PopulationOperator
.
PopulationOperator
.
ColorScheme
.
ExampleSet
.
SearchSpace.addObject(SearchObject)
to the room) as an integer value as we overall do
not expect the searchroom to hold more than 2 billion objects.
GraphViewer
.
OperatorDescription
's of all
defined operators.
OperatorDocumentation
for the given key.
GraphViewer
.
JMathPlotter.hasLegend()
returns true.
PortPairExtender.getOutputData(Class)
OutputPorts
object that gives access to all
defined OutputPort
s of this operator.
Parameters
of this
Operator.
Parameters
of this
Operator.
ParameterHandler
that
returns the values for the defined ParameterType
s.
Parameters.getParameter(String)
, but returns null rather than throwing an exception.
null
if the plot
doesn't have one.
ColorScheme.ColorRGB
of the plot background.
PlotConfiguration
object used to setup the plotter for this specific chart type.
JFreeChartPlotEngine
instance.
PlotInstance
object for this template.
BasicPlotterCondition
allowing for all DataTable
s.
PlotterTemplate
.
value
.
value
.
Port
.
PortOwner
of this operator.
null
!
Process.getProcessLocation()
RangeAxisConfig
.
null
if isZommedIn() returns false
or if checking for a at
zoom time unknown RangeAxisConfig
.
QuickFix.MIN_RATING
and QuickFix.MAX_RATING
that rates the quick fix with respect to the presumed quality of the
obtained solution.
RemoteRepository
.
RendererService.getName(Class)
for the
respective object).
RepositoryManager.addRepository(Repository)
repository by Entry.getName()
RendererService
.
ResultSet
.
Tableable
Method
ColorScheme
.
#getFileParameterName()
or the file delivered at FileInputPortHandler.fileInputPort
.
AbstractDataResultSetReader.getFileParameterName()
or the file delivered at AbstractDataResultSetReader.fileInputPort
.
DatabaseHandler.PARAMETER_USE_DEFAULT_SCHEMA
, DatabaseHandler.PARAMETER_SCHEMA_NAME
,
and DatabaseHandler.PARAMETER_TABLE_NAME
.
ExampleSet.getStatistics(Attribute, String)
instead.
ExampleSet.getStatistics(Attribute, String, String)
instead.
ExampleSet.getStatistics(Attribute, String)
instead.
ExampleSet.getStatistics(Attribute, String)
instead.
PlotterStyleProvider
for this PlotterTemplate
.
JPanel
where the user can change the color/font settings.
OperatorLibrary
.
XMLTools.getTagContents(Element, String, boolean)
, but never throws an exception.
ExampleSet
to
get the aggregated values for each group.
AttributeMetaData
for the target attribute, or null if the source attribute's
valuetype is incompatible.
NumericalAggregationFunction.targetAttribute
given the
value type of the source attribute.
PlotterTemplatePanel
which can be used to configurate the PlotterTemplate
.
Font
which the user chose for the title.
String
which the user chose as the chart title.
MDTransformer
object of this operator.
DataRow
implementation according
to the list in the DataRowFactory
.
Configurator
.
XMLTools.getChildElement(Element, String, boolean)
, but its always
obligatory to have the child element.
Dimension
the user specified.
Plotter.SINGLE_SELECTION
.
NominalMapping.mapString(String)
until now.
DataTableColumn.ValueType
of this RangeAxisConfig
.
DataTableColumn.ValueType
of the output values of this value source (which are not the necessarily the input values).
AggregationFunction
when applied on data of type inputType
as one of the static value types defined in Ontology
.
VersionNumber
that is the version of this OperatorLibrary
.
Operator.getXML(boolean)
.
Parameters.appendXML(Element, boolean, Document)
).
Parameters.equals(Object)
and
Parameters.hashCode()
rely on it.
RapidMiner.getRapidMinerProperties()
instead
GHA
The number of
components is initially specified by the GHA
.GraphViewer
.GridViz
is a simple extension of RadViz
that
places the dimensional anchors on a rectangular grid instead of using the
perimeter of a circle.GroupCellKeyAndData
.GroupTree
.AbstractDataReader.PREVIEW_LINES
rows.
true
if a backup of the current DataTable
exists.
RepositoryLocationChooser.hasSelection(boolean)
with parameter false.
HistogramTemplate
.HistogramTemplate
.
HistogramTemplate
.
Partition
.LinkAndBrushSelectionListener
of a LinkAndBrushSelection
.
DistanceMeasure.calculateDistance(Example, Example)
or DistanceMeasure.calculateSimilarity(Example, Example)
on
examples of two different ExampleSet
s,
you need to call this init method instead of DistanceMeasure.init(ExampleSet)
.
ExecutionMode
.
global
section of the configuration file.
RapidMiner.PROPERTY_RAPIDMINER_INIT_PLUGINS
is set.
ParameterTypeInnerOperator
.InputPort
InputPorts#createPort()
to create InputPorts.
IOObject
s,
this method can be overridden to install additional ports at the operator which uses
this distance measure.
ToolTipWindow
on this table.
OperatorDescription.createOperatorInstance()
call.
this
represents desired meta data and isData represents meta data that was actually delivered.
AggregationFunction
is compatible with the given
sourceAttribute.
null
if drop is not possible.
true
if file extensions should be enforced, and false
otherwise.
FileInputPortHandler.getSelectedFile()
, but returns true if file is specified (in the respective way).
#getSelectedFile()
, but returns true if file is specified (in the respective way).
AbstractDataResultSetReader.getSelectedFile()
, but returns true if file is specified (in the respective way).
Tableable
Method
Tableable
Method
OperatorDescription
.
RendererService
has already been initialized at least once.
DimensionConfig.PlotDimension.SELECTED
column)
true
when somebody called AbstractDataReader.fixMetaDataDefinition()
.
true
if the mouse wheel handler is enabled, and false
otherwise.
Tools.isEqual(double, double)
.
Double.parseDouble(String)
.
Operator.execute()
method is currently executed.
ValueSource
suggests to sample the data if it is large.
true
when the legend should be shown; false
otherwise.
Parameters.isSet(String)
which also takes into account a possible default value.
Logger.isLoggable(Level)
true
, uses relative utilities; otherwise not.
Tools.isEqual(double, double)
for d and 0.
DataTableRow
s.
MappedExampleReader
.
MappedExampleReader
.
SortedExampleReader
.
KernelLogisticRegression
operator.KeywordMap
is similar to a hashtable in that it maps keys to values.KeywordMap
.
KeywordMap
.
GraphViewer
.Model
repeatedly running a weak learner,
re-weighting the training example set accordingly, and combining the
hypothesis using the available weighted performance values.
Model
by repeatedly running a base learner on subsamples.
Model
repeatedly running a weak learner,
reweighting the training example set accordingly, and combining the
hypothesis using the available weighted performance values.
Model
repeatedly running a weak learner,
reweighting the training example set accordingly, and combining the
hypothesis using the available weighted performance values.
Aggregator
for the LeastAggregationFunction
.Aggregator
for the LeastOccuringAggregationFunction
.OperatorDescription
s that
are stored inside an OperatorLibrary
.LibraryOperatorDescription.writeXML(Element)
method.
LinearRegression
operator.JFreeChart
object.AxisParallelLineConfiguration
for the domain axis
ListPropertyTable
.ParameterTypeList
the
parameter values are parameter lists themselves.ListPropertyDialog
.PlotterTemplate
settings from the given Element
.
PlotterStyleProvider
settings from the given Element
.
ProcessContext
.
Logger
do not provide a means to pass an exception AND I18N arguments,
so this method provides a shortcut for this.
LogisticRegression
operator.WrapperLoggingHandler.log(String, int)
instead
Aggregator
for the LogProductAggregationFunction
Configurable
of the given type.
MacroDefinitionOperator
.Observable
and sets this operators dirty flag to true upon any update.
DataResultSetFactory
for the AbstractDataResultSetReader
given
in the constructor.
AbstractStreamWriter.getFileParameterName()
that depends on whether or not
AbstractStreamWriter.fileOutputPort
is connected.
AbstractDataResultSetReader.getFileParameterName()
that depends on whether or not AbstractDataResultSetReader.fileInputPort
is connected.
ExcelSheetTableModel
for a comment why that class is not used here.
Process.getRepositoryLocation()
.
RepositoryManager
.
ResourceAction
which opens the ManageParallelLinesDialog
when triggered.
ManageParallelLinesDialog
.
ResourceAction
which opens the manage zoom dialog
when triggered.
AddParallelLineDialog
.
NamespaceContext
to use with the Java XML API that is
based upon a map.NamespaceContext
with the given map.
str
.
str
.
markTokensImpl
method that is called to split a line up into tokens.
MatrixPropertyTable
.ParameterTypeMatrix
MatrixPropertyTable
.MatrixPropertyDialog
.Aggregator
for the MaxAggregationFunction
Aggregator
for the MeanAggregationFunction
Aggregator
for the MeanAggregationFunction
It uses a linear time algorithm for computing the median, but also the memory consumption
will grow (double) linearly with the size of the dataset.Tools.quotedSplit(String, Pattern, char, char)
or Tools.quotedSplit(String, Pattern)
instead
IOObject
.MetaData
arriving at the
operator they belong to.MetaDataViewerTable
.Aggregator
for the MaxAggregationFunction
MinMaxWrapper
).MinMaxCriterion
around each performance criterion of type
MeasuredPerformance.Condition
serves to excludes all examples containing
no missing values from an example set.Condition
serves to exclude examples with known
labels from an example set.Aggregator
for the ModeAggregationFunction
.Model
to an ExampleSet
.Model
from a file that was generated
by an operator like Learner
in a
previous process.ModelGrouper
) and
delivers the grouped input models.Model
with an ExampleSet
.CrosshairOverlay
which supports multiple range axes.Ports
collections.double
value between lowerBound
and upperBound
from this random number generator's sequence (exclusive of the interval
endpoint values).
int
value between lowerBound
and upperBound
from this random number generator's sequence (lower bound inclusive, upper
bound exclusive).
long
value between lowerBound
and upperBound
from this random number generator's sequence (exclusive of the interval
endpoint values).
Condition
serves to excludes all examples containing
missing values from an example set.Condition
serves to excludes all examples containing
missing values within specified attributes from an example set.Condition
serves to exclude examples with unknown
labels from an example set.Ontology.NUMERICAL
attribute into a
Ontology.DATE_TIME
attribute.NumericalValueRange
.
ExampleSet
as input and maps all
nominal values to randomly created strings.ObjectVisualizer
s.FileInputPortHandler.getSelectedFile()
, but opens the stream.
FileOutputPortHandler.fileOutputPort
is connected or a file name is given.
AbstractDataResultSetReader.getSelectedFile()
, but opens the stream.
GenericOperatorFactory
.
GenericOperatorFactory
.
OperatorDocumentation
instances.Operator
or of one of its subclasses.OperatorLibrary
into a OperatorDocBundle
to provide the necessary information to have a nice GUI
integration.OperatorLibrary
s.OperatorLibraryService.registerOperatorLibraryListener(OperatorLibraryListener)
will be informed whenever an
OperatorLibrary
is added or removed.OperatorService
, whenever a new Operator
has been registered.
OperatorService
.OperatorService
, whenever an Operator
has been unregistered.
ParameterTypeValue
, i.e. the parameter type for
values which are provided by operators.OutputPorts#createPort()
to create OutputPorts.
setSelectedText()
, but overstrikes the appropriate number of characters if overwrite mode is enabled.
v
's icon on g
at (x,y)
.
CorrelationMatrixRow2DataTableRowWrapper
objects.NumericalMatrix
as basis for DataTableRow
.ProcessEmbeddingOperator.cachedProcess
will be used in ProcessEmbeddingOperator.loadIncludedProcess()
.
AbstractDataReader.PARAMETER_META_DATA
AbstractDataReader.PARAMETER_META_DATA
AbstractDataReader.PARAMETER_META_DATA
AbstractDataReader.PARAMETER_META_DATA
AbstractDataReader.PARAMETER_META_DATA
AbstractDataReader.PARAMETER_META_DATA
ParameterValueKeyCellEditor
and notifies the corresponding value cell editors.ParameterService
changes.ParameterCondition.getDefinitionAsXML(Element)
and
must be implemented by the subclasses.
GridSearchParameterOptimizationOperator
operator this
operators simply uses the defined parameters and perform the inner operators
for all possible combinations.PerformanceCriterion
s
that are controlled by parameters.Parameters
for the given list of ParameterTypes
.
ParameterOptimizationOperator
.ParameterOptimizationOperator
.ParameterType.getDefinitionAsXML(Document)
.
ParameterType
which offers a selection field for Configurable
s.MetaData
of an associated InputPort
to verify
the expressions.
ParameterSet
.ParameterTypeValue
, i.e. a parameter name and value of a
single operator.ParentButtonPanel
.XMLExporter.exportProcess(Element, Process)
with the same parentElement.
XMLTools.parseAndValidate(InputStream, URI, String)
LearningCurveOperator
.PortPairExtender.passDataThrough()
but copies the IOObjects.
PerformanceVector
s.ExampleSet
as input, whose elements have both true and predicted labels, and delivers as
output a list of performance values according to a list of performance
criteria that it calculates.PerformanceVector
.SortedExampleSet
Perspective
s that can be applied, saved, created.RangeAxisConfig
.
PlotConfigurationChangeEvent
represents a change of the PlotConfiguration
.PlotConfigurationChangeEvent.PlotConfigurationChangeType
s are RANGE_AXIS_CONFIG_ADDED,
RANGE_AXIS_CONFIG_REMOVED and RANGE_AXIS_CONFIG_MOVED
PlotConfigurationChangeEvent.PlotConfigurationChangeType
s are DIMENSION_CONFIG_ADDED or DIMENSION_REMOVED
PlotConfigurationChangeEvent.PlotConfigurationChangeType
s are FRAME_BACKGROUND_COLOR or
PLOT_BACKGROUND_COLOR or AXIS_LINE_COLOR
PlotConfiguration
that the current event has been
processed.
TransferHandler
for the PlotConfigurationTree
.JFreeChartPlotEngine
instance
PlotConfiguration
and PlotData
.PlotConfiguration
for the template
Plotter
.PlotterControlPanel
and a
Plotter
.DataTable
object.
DataTable
object.
PlotterTemplate
GUIs.PlotterTemplate
s.PlotterTemplateWrapper
around the given PlotterTemplate
.
NominalMapping
which can
be used for nominal attributes with an arbitrary number of
different values.InputPort
of a Operator
is connected or not.InputPort
is connected or not.Port
s (as defined by generic class T).InputPort
.Tableable
Method
PreviewListener
.MainFrame.processObserver
.
Process
.ProcessContext
s.ProcessRenderer
and a ProcessButtonBar
to navigate through the process.Operator.addError(ProcessSetupError)
.OutputPort
provided
that its input ports are satisfied.
Aggregator
for the SumAggregationFunction
ProgressReportingInputStream.ProgressReportingInputStream(InputStream, ProgressListener, int, int, long)
instead
Runnable
s implementing this class can be execute in a dedicated thread
(single thread pool) and automatically display their progress in the status bar.TabbedResultDisplay
or a DockableResultDisplay
.
ProcessRootOperator
.
PropertyTable
s.DatabaseHandler.createStatement(boolean)
instead and perform the queries explicitely since this method would not allow closing the statement
seed
RandomSplitValidationChain
splits up the example set into a
training and test set and evaluates the model.RangeAxisConfigChangeEvent
with RangeAxisConfigChangeEvent.RangeAxisConfigChangeType
CLEARED.
RangeAxisConfigChangeEvent.RangeAxisConfigChangeType
s are VALUE_SOURCE_ADDED, VALUE_SOURCE_REMOVED or
VALUE_SOURCE_MOVED
RangeAxisConfigChangeEvent.RangeAxisConfigChangeType
s are INCLUDE_ZERO, AUTO_NAMING or SCALING
RangeAxisConfig
like
adding or removing new ValueSources.AxisParallelLineConfiguration
for all range axes
ExampleSet
into two disjunct parts
and applies the first child operator on the first part and applies the second
child on the second part and the result of the first child.Base64.InputStream.read()
repeatedly until the end of stream is reached
or len bytes are read.
#read(InputStreamProvider, String)
to be able to read all formats (xml zipped/not zipped and binary)
Operator.apply()
.
ExampleSetToStream.write(ExampleSet, OutputStream)
.
RapidMiner.readProcessFile(File)
instead
#writeHeader(List, DataOutputStream)
.
#receive(Object)
but only with meta data.
Segment
is equal to a string.
Segment
is equal to a character array.
Configurator
.
OperatorLibrary
s operators to the
OperatorService
.
ParameterType
with defaults
settings.
ParameterType
on the given
ParameterScope
.
#ParameterService.registerParameter(ParameterType)
instead
InfoGainRatioWeighting
for C4.5 and ChiSquaredWeighting
for CHAID.UnsupportedOperationException
since DataRowReader
does not have
to implement remove.
UnsupportedOperationException
since DataRowReader
does not have
to implement remove.
UnsupportedOperationException
since DataRowReader
does not have
to implement remove.
UnsupportedOperationException
since removal is not supported.
removeAttribute(attribute.getTableIndex())
.
removeAttribute(attribute.getTableIndex())
.
Averagable
from the list of criteria.
ColorScheme
.
ColorScheme
with parameter name if present.
ColorScheme
with the given index.
ColorScheme
.
IOObject
in this container.
LinkAndBrushListener
from this LinkAndBrushMaster
.
LinkAndBrushSelectionListener
.
OperatorDescription
from this GroupTree
Attributes
to which this
AttributeRole is added.
Observer
s.
ValueSource
from the list of plot value configs on this axis.
Process
.
IOMultiplyOperator
by a number of IOMultiplier
s.DataTable
with the given one.
MasterOfDesaster
, invalidate the JFreeChartPlotEngine
cache
and update the ChartPanel
s chart.
RepositoryManager
or other resource.Entry
.AbstractRepositoryAction
.Entry
s are of the type Repository
and are configurable.
AbstractRepositoryAction
.AbstractRepositoryAction
.Entry
s meet the given conditions.
Entry
s meet the given conditions.
FileObject
backed by a
RepositoryLocation
.RepositoryTree
.Entry
s as a tree.RepositoryManager.walk(Entry, RepositoryVisitor, Class)
.AbstractDataReader.getNewGenericColumnName(int)
.
Process.getRepositoryLocation()
.
Operator
that can estimate its resource consumption (CPU and memory)
should implement this interface to describe its resource consumption.Operator
based on its current input.Tools
class in order to allow resource loading
for both the RapidMiner core and the plugin.ResultObject
.FileDataRowReader
that reads examples from a file, objects
of this class read examples from a ResultSet
, a data structure that
is returned from a database query.ExampleSet
via a ResultSet
.Process.resume()
DataTable
back to the original.
WeightedPerformanceMeasures
object.
BayesianBoosting
operator
This method reweights the example set with respect to the
WeightedPerformanceMeasures
object.
Plugin.getMajorClassLoader()
to load classes.HyperlinkListener
.SasReaderCallback
implementation for the SASExampleSource
operator.ProcessContext
.
ScatterPlotter
for each of the plots.ScatterTemplate
.
ScatterTemplate
.ScatterTemplate
.
SearchableTextComponent
.SelectionDependentAction.SelectionDependency
changes.
FilterTextField
when the user presses
arrow keys.IOObjectCollection
.MailUtilities.sendEmail(String,String,String)
instead
SeriesFormatChangeEvent.SeriesFormatChangeType
s are LINE_COLOR or ITEM_COLOR.
SeriesMultipleTemplate
.
SeriesMultipleTemplate
.SeriesMultipleTemplate
.
SeriesTemplate
.
DataTable
without one.SeriesTemplate
.SeriesTemplate
.
Attribute
to value
.
Font
.
JFreeChartPlotEngine
for this dialog.
JFreeChartPlotEngine
for this dialog.
JFreeChartPlotEngine
for this dialog.
ColorScheme.ColorRGB
for this ColorScheme
.
#getTotal()
.
RenderFormatDelegate
. null arguments are not allowed.
OperatorLibrary
.
AbstractDataReader.PARAMETER_ERROR_TOLERANT
.
MainFrame.setProcess(Process, boolean)
instead
Process.setProcessFile(File)
instead.
Process.setProcessState(int)
instead
ColorScheme.ColorRGB
for the frame background around the chart.
Font
.
AxisParallelLineConfiguration
to edit.
AverageVector.addAveragable(Averagable)
)
ColorScheme
.
ResultSet
does not provide information about possible
values of nominal attributes, subclasses must set these by implementing
this method.
MAX_MODEL_NUMBER
allows to discard
all but the first n models for specified n.
MAX_MODEL_NUMBER
allows to discard
all but the first n models for specified n.
MAX_MODEL_NUMBER
allows to discard
all but the first n models for specified n.
Parameters.setParameter(String, String)
instead
ColorScheme.ColorRGB
for the chart background.
JFreeChartPlotEngine
instance.
PlotInstance
object for the template.
PlotterTemplate
for this wrapper.
ColorScheme
.
ColorScheme
.
PlotterStyleProvider
for this PlotterTemplate
.
OperatorLibrary
.
ParameterService
.Font
.
DomainConfigManager
.
true
, will simply add utilities, otherwise not.
VersionNumber
that is the version of this OperatorLibrary
.
true
, will zoom on selection, otherwise will do a selection.
ExecutionUnit.autoWire(CompatibilityLevel, boolean, boolean)
.
Operator.shouldAutoConnect(OutputPort)
.
AbstractLearner.canCalculateWeights()
returns true and the corresponding port is connected.
AbstractLearner.canEstimatePerformance()
returns true and the corresponding port is connected.
ConfirmDialog.showConfirmDialog(String, int, String, int, Object...)
with the additional option
showAskAgainCheckbox.
RapidMiner.PROPERTY_RAPIDMINER_GENERAL_MAX_NOMINAL_VALUES
.
ExampleSet2SimilarityExampleSet
.DistanceMeasure
.Attributes
interface based on a linked list of AttributeRole
s
and simply delivers the same AttributeRoleIterator
which might skip either regular or special attributes.FileObject
backed by a File
.InputPort
to show up in the GUI.DataTable
.DataTable
.SimpleUnitExecutor
.ExecutionUnit
by invoking the operators in their (presorted)
ordering.ExecutionUnit#autoWire(CompatibilityLevel,
InputPorts, LinkedList)
to keep a reference, but
it has no effect on the auto-wiring process. We keep this
method until the end of the alpha test phase of Vega.
SingleValueValueRange
.
SingleValueValueRange
.
SingleValueValueRange
.
SingleValueValueRange
.
maxPeaks
new
peaks.
NominalMapping.mapString(String)
until now.
IOObject
s in this container.
ASCENDING
or DESCENDING
ValueRange
s.
Partition
.Stacking
operator.ExampleSet
.Aggregator
for the VarianceAggregationFunction
PlotterStyleProvider
for the template
Aggregator
for the SumAggregationFunction
Ontology
.
SVDModel
s.SVDModel
.ExampleSetGenerator
operator.JEditTextArea
.ParameterTypeText
type.JEditTextArea
.CostBasedThresholdLearner
.TokenMarker
.
InputPort
s) only
from operators 0..i-1.
Object.toString()
.
Tools.toString(Collection, String)
with ", ".
Configurator.getTypeId()
.
MDTransformer.addRule(com.rapidminer.operator.ports.metadata.MDTransformationRule)
.
DistanceMeasure.installAdditionalPorts(InputPorts, ParameterHandler)
did.
UnitExecutor
s for ExecutionUnit
s.ExecutionUnit
.OperatorLibrary
s operators from the
OperatorService
.
UserError
.
PlotInstance
changes.
ExampleSet
.
Wallet
.ExampleSet
containing only
one example whose Attribute values are derived from a user specified list.ExampleSet
into
a training and test set and return a performance vector.ValueRangeChangeEvent.ValueRangeChangeType
s are RESET or ABOUT_TO_CHANGE_AUTORANGE
ValueRangeChangeEvent.ValueRangeChangeType
s are UPPER_BOUND or LOWER_BOUND
ValueSourceChangeEvent.ValueSourceChangeType
UPDATED
WeightingMutation
.GaussianMutation
.Aggregator
for the VarianceAggregationFunction
Annotations
Used since revision 7430.
BayesianBoosting
algorithm and the similarly working
ModelBasedSampling
operator.Logger
Base64.OutputStream.write(int)
repeatedly until len bytes are
written.
XMLSerialization
.
Operator.apply()
.
ExampleSetToStream.writeString(DataOutput, String)
for key
- one string (ExampleSetToStream.writeString(DataOutput, String)
for value
FileObject
to a file or repository blob.ExampleSetToStream.writeAnnotations(DataOutput, Annotations)
- number of attributes to come
- For each attribute
- name
- special name (empty string if not special!)
ExampleTable
.
PlotterTemplate
settings to the given Document
.
Operator.writeXML(Writer, boolean)
Condition
serves to accept all examples which are
wrongly predicted.XMLImportWizard
.Operator
.OperatorDocumentation
instances.DataResultSetFactory
for the XML Import.Element
and its subnodes.XMLTreeModel
s.XValidation
encapsulates a cross-validation process.ExampleSet
into a training and test sets similar to XValidation, but returns
the test set predictions instead of a performance vector.
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