类 WAODE
java.lang.Object
weka.classifiers.Classifier
weka.classifiers.bayes.WAODE
- 所有已实现的接口:
Serializable
,Cloneable
,CapabilitiesHandler
,OptionHandler
,RevisionHandler
,TechnicalInformationHandler
WAODE contructs the model called Weightily Averaged One-Dependence Estimators.
For more information, see
L. Jiang, H. Zhang: Weightily Averaged One-Dependence Estimators. In: Proceedings of the 9th Biennial Pacific Rim International Conference on Artificial Intelligence, PRICAI 2006, 970-974, 2006. BibTeX:
For more information, see
L. Jiang, H. Zhang: Weightily Averaged One-Dependence Estimators. In: Proceedings of the 9th Biennial Pacific Rim International Conference on Artificial Intelligence, PRICAI 2006, 970-974, 2006. BibTeX:
@inproceedings{Jiang2006, author = {L. Jiang and H. Zhang}, booktitle = {Proceedings of the 9th Biennial Pacific Rim International Conference on Artificial Intelligence, PRICAI 2006}, pages = {970-974}, series = {LNAI}, title = {Weightily Averaged One-Dependence Estimators}, volume = {4099}, year = {2006} }Valid options are:
-D If set, classifier is run in debug mode and may output additional info to the console
-I Whether to print some more internals. (default: no)
- 版本:
- $Revision: 5516 $
- 作者:
- Liangxiao Jiang (ljiang@cug.edu.cn), H. Zhang (hzhang@unb.ca)
- 另请参阅:
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构造器概要
构造器 -
方法概要
修饰符和类型方法说明void
buildClassifier
(Instances instances) Generates the classifier.double[]
distributionForInstance
(Instance instance) Calculates the class membership probabilities for the given test instanceReturns default capabilities of the classifier.boolean
Gets whether more internals of the classifier are printed.String[]
Gets the current settings of the filter.Returns the revision string.Returns an instance of a TechnicalInformation object, containing detailed information about the technical background of this class, e.g., paper reference or book this class is based on.Returns a string describing this classifierReturns the tip text for this propertyGets an enumeration describing the available options.static void
Main method for testing this class.void
setInternals
(boolean value) Sets whether internals about classifier are printed via toString().void
setOptions
(String[] options) Parses a given list of options.toString()
returns a string representation of the classifier从类继承的方法 weka.classifiers.Classifier
classifyInstance, debugTipText, forName, getDebug, makeCopies, makeCopy, setDebug
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构造器详细资料
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WAODE
public WAODE()
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方法详细资料
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globalInfo
Returns a string describing this classifier- 返回:
- a description of the classifier suitable for displaying in the explorer/experimenter gui
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listOptions
Gets an enumeration describing the available options.- 指定者:
listOptions
在接口中OptionHandler
- 覆盖:
listOptions
在类中Classifier
- 返回:
- an enumeration of all the available options.
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setOptions
Parses a given list of options. Valid options are:-D If set, classifier is run in debug mode and may output additional info to the console
-I Whether to print some more internals. (default: no)
- 指定者:
setOptions
在接口中OptionHandler
- 覆盖:
setOptions
在类中Classifier
- 参数:
options
- the list of options as an array of strings- 抛出:
Exception
- if an option is not supported
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getOptions
Gets the current settings of the filter.- 指定者:
getOptions
在接口中OptionHandler
- 覆盖:
getOptions
在类中Classifier
- 返回:
- an array of strings suitable for passing to setOptions
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internalsTipText
Returns the tip text for this property- 返回:
- tip text for this property suitable for displaying in the explorer/experimenter gui
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setInternals
public void setInternals(boolean value) Sets whether internals about classifier are printed via toString().- 参数:
value
- if internals should be printed- 另请参阅:
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getInternals
public boolean getInternals()Gets whether more internals of the classifier are printed.- 返回:
- true if more internals are printed
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getTechnicalInformation
Returns an instance of a TechnicalInformation object, containing detailed information about the technical background of this class, e.g., paper reference or book this class is based on.- 指定者:
getTechnicalInformation
在接口中TechnicalInformationHandler
- 返回:
- the technical information about this class
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getCapabilities
Returns default capabilities of the classifier.- 指定者:
getCapabilities
在接口中CapabilitiesHandler
- 覆盖:
getCapabilities
在类中Classifier
- 返回:
- the capabilities of this classifier
- 另请参阅:
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buildClassifier
Generates the classifier.- 指定者:
buildClassifier
在类中Classifier
- 参数:
instances
- set of instances serving as training data- 抛出:
Exception
- if the classifier has not been generated successfully
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distributionForInstance
Calculates the class membership probabilities for the given test instance- 覆盖:
distributionForInstance
在类中Classifier
- 参数:
instance
- the instance to be classified- 返回:
- predicted class probability distribution
- 抛出:
Exception
- if there is a problem generating the prediction
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toString
returns a string representation of the classifier -
getRevision
Returns the revision string.- 指定者:
getRevision
在接口中RevisionHandler
- 覆盖:
getRevision
在类中Classifier
- 返回:
- the revision
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main
Main method for testing this class.- 参数:
argv
- the commandline options, use -h to list all options
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