| Package | Description |
|---|---|
| weka.classifiers.meta | |
| weka.classifiers.misc | |
| weka.core.converters | |
| weka.filters.unsupervised.attribute | |
| weka.gui | |
| weka.gui.beans | |
| weka.gui.filters |
| Modifier and Type | Class and Description |
|---|---|
class |
Vote
Class for combining classifiers.
|
| Modifier and Type | Class and Description |
|---|---|
class |
InputMappedClassifier
Wrapper classifier that addresses incompatible training and test data by building a mapping between the training data that a classifier has been built with and the incoming test instances' structure.
|
| Modifier and Type | Class and Description |
|---|---|
class |
AbstractFileLoader
Abstract superclass for all file loaders.
|
class |
AbstractFileSaver
Abstract class for Savers that save to a file
Valid options are:
-i input arff file
The input filw in arff format. |
class |
ArffLoader
Reads a source that is in arff (attribute relation file format) format.
|
class |
ArffSaver
Writes to a destination in arff text format.
|
class |
C45Loader
Reads a file that is C45 format.
|
class |
C45Saver
Writes to a destination that is in the format used by the C4.5 algorithm.
Therefore it outputs a names and a data file. |
class |
CSVLoader
Reads a source that is in comma separated format
(the default).
|
class |
CSVSaver
Writes to a destination that is in CSV (comma-separated values) format.
|
class |
DatabaseLoader
Reads Instances from a Database.
|
class |
DatabaseSaver
Writes to a database (tested with MySQL, InstantDB, HSQLDB).
|
class |
JSONLoader
Reads a source that is in the JSON format.
It automatically decompresses the data if the extension is '.json.gz'. For more information, see JSON homepage: http://www.json.org/ |
class |
JSONSaver
Writes to a destination that is in JSON format.
The data can be compressed with gzip, in order to save space. For more information, see JSON homepage: http://www.json.org/ Valid options are: |
class |
LibSVMLoader
Reads a source that is in libsvm format.
For more information about libsvm see: http://www.csie.ntu.edu.tw/~cjlin/libsvm/ |
class |
LibSVMSaver
Writes to a destination that is in libsvm format.
For more information about libsvm see: http://www.csie.ntu.edu.tw/~cjlin/libsvm/ Valid options are: |
class |
MatlabLoader
Reads a Matlab file containing a single matrix in ASCII format.
|
class |
MatlabSaver
Writes Matlab ASCII files, in single or double precision format.
|
class |
SerializedInstancesLoader
Reads a source that contains serialized Instances.
|
class |
SerializedInstancesSaver
Serializes the instances to a file with extension bsi.
|
class |
SVMLightLoader
Reads a source that is in svm light format.
For more information about svm light see: http://svmlight.joachims.org/ |
class |
SVMLightSaver
Writes to a destination that is in svm light format.
For more information about svm light see: http://svmlight.joachims.org/ Valid options are: |
class |
XRFFLoader
Reads a source that is in the XML version of the ARFF format.
|
class |
XRFFSaver
Writes to a destination that is in the XML version of the ARFF format.
|
| Modifier and Type | Class and Description |
|---|---|
class |
AddUserFields
Valid options are:
|
class |
ReplaceMissingWithUserConstant
Replaces all missing values for nominal, string, numeric and date attributes in the dataset with user-supplied constant values.
|
| Modifier and Type | Class and Description |
|---|---|
class |
PropertySheetPanel
Displays a property sheet where (supported) properties of the target
object may be edited.
|
| Modifier and Type | Class and Description |
|---|---|
class |
Associator
Bean that wraps around weka.associations.
|
class |
AttributeSummarizer
Bean that encapsulates displays bar graph summaries for attributes in
a data set.
|
class |
AttributeSummarizerCustomizer
GUI customizer for attribute summarizer.
|
class |
Classifier
Bean that wraps around weka.classifiers
|
class |
ClassifierCustomizer
GUI customizer for the classifier wrapper bean
|
class |
DataVisualizer
Bean that encapsulates weka.gui.visualize.VisualizePanel
|
class |
DataVisualizerCustomizer
GUI customizer for data visualizer.
|
class |
EnvironmentField
Widget that displays a label and a combo box for selecting environment
variables.
|
class |
FileEnvironmentField
Widget that displays a label, editable combo box for selecting environment
variables and a button for brining up a file browser.
|
class |
FlowByExpression
A bean that splits incoming instances (or instance streams) according to the
evaluation of a logical expression.
|
class |
FlowByExpressionCustomizer
Customizer for the FlowByExpression node
|
class |
ImageSaver
Component that can accept ImageEvents and save their encapsulated
images to a file.
|
class |
ImageSaverCustomizer
Customizer for the ImageSaver component.
|
class |
Loader
Loads data sets using weka.core.converter classes
|
class |
LoaderCustomizer
GUI Customizer for the loader bean
|
class |
ModelPerformanceChart
Bean that can be used for displaying threshold curves (e.g.
|
class |
ModelPerformanceChartCustomizer
GUI customizer for model performance chart.
|
class |
Saver
Saves data sets using weka.core.converter classes
|
class |
SaverCustomizer
GUI Customizer for the saver bean
|
class |
ScatterPlotMatrix
Bean that encapsulates weka.gui.visualize.MatrixPanel for displaying a
scatter plot matrix.
|
class |
SerializedModelSaver
A bean that saves serialized models
|
class |
SerializedModelSaverCustomizer
GUI Customizer for the SerializedModelSaver bean
|
class |
Sorter
Sorts incoming instances in ascending or descending
order according to the values of user specified attributes.
|
class |
SorterCustomizer
Customizer for the Sorter step
|
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.
|
class |
SubstringLabelerCustomizer
Customizer class for the Substring labeler step
|
class |
SubstringReplacer
A bean that can replace substrings in the values of string attributes.
|
class |
SubstringReplacerCustomizer
Customizer for the SubstringReplacer
|
class |
TextSaver
Simple component to save the text carried in text events out to a file
|
class |
TextSaverCustomizer
Customizer for the TextSaver component.
|
| Modifier and Type | Class and Description |
|---|---|
class |
AddUserFieldsCustomizer
Customizer for the AddUserFields filter.
|
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