Uses of Class
weka.datagenerators.DataGenerator
Package
Description
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Uses of DataGenerator in weka.datagenerators
Modifier and TypeClassDescriptionclass
Abstract class for data generators for classifiers.class
Abstract class for cluster data generators.class
Abstract class for data generators for regression classifiers.Modifier and TypeMethodDescriptionstatic void
DataGenerator.makeData
(DataGenerator generator, String[] options) Calls the data generator.static void
DataGenerator.runDataGenerator
(DataGenerator datagenerator, String[] options) runs the datagenerator instance with the given options. -
Uses of DataGenerator in weka.datagenerators.classifiers.classification
Modifier and TypeClassDescriptionclass
Generates a people database and is based on the paper by Agrawal et al.:
R.class
Generates random instances based on a Bayes network.class
This generator produces data for a display with 7 LEDs.class
RandomRBF data is generated by first creating a random set of centers for each class.class
A data generator that produces data randomly by producing a decision list.
The decision list consists of rules.
Instances are generated randomly one by one. -
Uses of DataGenerator in weka.datagenerators.classifiers.regression
Modifier and TypeClassDescriptionclass
A data generator for generating y according to a given expression out of randomly generated x.
E.g., the mexican hat can be generated like this:
sin(abs(a1)) / abs(a1)
In addition to this function, the amplitude can be changed and gaussian noise can be added.class
A data generator for the simple 'Mexian Hat' function:
y = sin|x| / |x|
In addition to this simple function, the amplitude can be changed and gaussian noise can be added. -
Uses of DataGenerator in weka.datagenerators.clusterers
Modifier and TypeClassDescriptionclass
Cluster data generator designed for the BIRCH System
Dataset is generated with instances in K clusters.
Instances are 2-d data points.
Each cluster is characterized by the number of data points in itits radius and its center.class
A data generator that produces data points in hyperrectangular subspace clusters. -
Uses of DataGenerator in weka.gui.explorer
Modifier and TypeMethodDescriptionDataGeneratorPanel.getGenerator()
returns the currently selected DataGeneratorModifier and TypeMethodDescriptionvoid
DataGeneratorPanel.setGenerator
(DataGenerator value) sets the generator to use initially -
Uses of DataGenerator in weka.knowledgeflow.steps
Modifier and TypeMethodDescriptionvoid
DataGenerator.setDataGenerator
(DataGenerator dataGenerator) Set the data generator