class |
AbstractDataSink |
Abstract class for objects that store instances to some destination.
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class |
AbstractDataSource |
Abstract class for objects that can provide instances from some source
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class |
AbstractEvaluator |
Abstract class for objects that can provide some kind of evaluation for
classifier, clusterers etc.
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class |
AbstractTestSetProducer |
Abstract class for TestSetProducers that contains default implementations of
add/remove listener methods and defualt visual representation.
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class |
AbstractTrainAndTestSetProducer |
Abstract base class for TrainAndTestSetProducers that contains default
implementations of add/remove listener methods and defualt visual
representation.
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class |
AbstractTrainingSetProducer |
Abstract class for TrainingSetProducers that contains default implementations
of add/remove listener methods and default visual representation
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class |
Appender |
A bean that appends multiple incoming data connections into a single data
set.
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class |
Associator |
Bean that wraps around weka.associations.
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class |
AttributeSummarizer |
Bean that encapsulates displays bar graph summaries for attributes in a data
set.
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class |
ClassAssigner |
Bean that assigns a class attribute to a data set.
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class |
Classifier |
Bean that wraps around weka.classifiers
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class |
ClassifierPerformanceEvaluator |
A bean that evaluates the performance of batch trained classifiers
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class |
ClassValuePicker |
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class |
Clusterer |
Bean that wraps around weka.clusterers
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class |
ClustererPerformanceEvaluator |
A bean that evaluates the performance of batch trained clusterers
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class |
CostBenefitAnalysis |
Bean that aids in analyzing cost/benefit tradeoffs.
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class |
CrossValidationFoldMaker |
Bean for splitting instances into training ant test sets according to a cross
validation
|
class |
DataVisualizer |
Bean that encapsulates weka.gui.visualize.VisualizePanel
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class |
Filter |
A wrapper bean for Weka filters
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class |
FlowByExpression |
A bean that splits incoming instances (or instance streams) according to the
evaluation of a logical expression.
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class |
GraphViewer |
A bean encapsulating weka.gui.treevisualize.TreeVisualizer
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class |
ImageSaver |
Component that can accept ImageEvents and save their encapsulated
images to a file.
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class |
ImageViewer |
A KF component that can accept imageEvent connections in order to display
static images in a popup window
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class |
IncrementalClassifierEvaluator |
Bean that evaluates incremental classifiers
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class |
InstanceStreamToBatchMaker |
Bean that converts an instance stream into a (batch) data set.
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class |
Join |
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class |
Loader |
Loads data sets using weka.core.converter classes
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class |
MetaBean |
A meta bean that encapsulates several other regular beans, useful for
grouping large KnowledgeFlows.
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class |
ModelPerformanceChart |
Bean that can be used for displaying threshold curves (e.g.
|
class |
PredictionAppender |
Bean that can can accept batch or incremental classifier events and produce
dataset or instance events which contain instances with predictions appended.
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class |
Saver |
Saves data sets using weka.core.converter classes
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class |
ScatterPlotMatrix |
Bean that encapsulates weka.gui.visualize.MatrixPanel for displaying a
scatter plot matrix.
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class |
SerializedModelSaver |
A bean that saves serialized models
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class |
Sorter |
Sorts incoming instances in ascending or descending
order according to the values of user specified attributes.
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class |
StripChart |
Bean that can display a horizontally scrolling strip chart.
|
class |
SubstringLabeler |
A bean that finds matches in string attribute values (using either substring
or regular expression matches) and labels the instance (sets the value of a
new attribute) according to the supplied label for the matching rule.
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class |
SubstringReplacer |
A bean that can replace substrings in the values of string attributes.
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class |
TestSetMaker |
Bean that accepts data sets and produces test sets
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class |
TextSaver |
Simple component to save the text carried in text events out to a file
|
class |
TextViewer |
Bean that collects and displays pieces of text
|
class |
TrainingSetMaker |
Bean that accepts a data sets and produces a training set
|
class |
TrainTestSplitMaker |
Bean that accepts data sets, training sets, test sets and produces both a
training and test set by randomly spliting the data
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