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Package weka.classifiers.bayes |
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Class weka.classifiers.bayes.BayesianLogisticRegression extends AbstractClassifier implements Serializable |
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serialVersionUID: -8013478897911757631L
Serialized Fields |
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boolean debug
boolean NormalizeData
double Tolerance
double Threshold
int PriorClass
int NumFolds
int m_seed
int HyperparameterSelection
int ClassIndex
double HyperparameterValue
java.lang.String HyperparameterRange
int maxIterations
int iterationCounter
double[] BetaVector
double[] DeltaBeta
double[] DeltaUpdate
double[] Delta
double[] Hyperparameters
double[] R
double[] DeltaR
double Change
Filter m_Filter
Instances m_Instances
Prior m_PriorUpdate
Class weka.classifiers.bayes.BayesNet extends AbstractClassifier implements Serializable |
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serialVersionUID: 746037443258775954L
Serialized Fields |
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ParentSet[] m_ParentSets
Estimator[][] m_Distributions
Discretize m_DiscretizeFilter
int m_nNonDiscreteAttribute
ReplaceMissingValues m_MissingValuesFilter
int m_NumClasses
Instances m_Instances
ADNode m_ADTree
BIFReader m_otherBayesNet
boolean m_bUseADTree
SearchAlgorithm m_SearchAlgorithm
BayesNetEstimator m_BayesNetEstimator
Class weka.classifiers.bayes.NaiveBayes extends AbstractClassifier implements Serializable |
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serialVersionUID: 5995231201785697655L
Serialized Fields |
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Estimator[][] m_Distributions
Estimator m_ClassDistribution
boolean m_UseKernelEstimator
boolean m_UseDiscretization
int m_NumClasses
Instances m_Instances
Discretize m_Disc
boolean m_displayModelInOldFormat
Class weka.classifiers.bayes.NaiveBayesMultinomial extends AbstractClassifier implements Serializable |
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serialVersionUID: 5932177440181257085L
Serialized Fields |
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double[][] m_probOfWordGivenClass
double[] m_probOfClass
int m_numAttributes
int m_numClasses
double[] m_lnFactorialCache
Instances m_headerInfo
Class weka.classifiers.bayes.NaiveBayesMultinomialText extends AbstractClassifier implements Serializable |
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serialVersionUID: 2139025532014821394L
Serialized Fields |
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Instances m_data
double[] m_probOfClass
double[] m_wordsPerClass
java.util.Map<K,V> m_probOfWordGivenClass
java.io.File m_stopwordsFile
Tokenizer m_tokenizer
boolean m_lowercaseTokens
Stemmer m_stemmer
boolean m_useStopList
int m_periodicP
double m_minWordP
boolean m_wordFrequencies
boolean m_normalize
double m_norm
double m_lnorm
double m_leplace
double m_t
Class weka.classifiers.bayes.NaiveBayesMultinomialUpdateable extends NaiveBayesMultinomial implements Serializable |
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serialVersionUID: -7204398796974263186L
Serialized Fields |
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double[] m_wordsPerClass
Class weka.classifiers.bayes.NaiveBayesUpdateable extends NaiveBayes implements Serializable |
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serialVersionUID: -5354015843807192221L
Package weka.classifiers.bayes.blr |
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Class weka.classifiers.bayes.blr.GaussianPriorImpl extends Prior implements Serializable |
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serialVersionUID: -2995684220141159223L
Class weka.classifiers.bayes.blr.LaplacePriorImpl extends Prior implements Serializable |
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serialVersionUID: 2353576123257012607L
Serialized Fields |
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Instances m_Instances
double Beta
double Hyperparameter
double DeltaUpdate
double[] R
double Delta
Class weka.classifiers.bayes.blr.Prior extends java.lang.Object implements Serializable |
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Serialized Fields |
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Instances m_Instances
double Beta
double Hyperparameter
double DeltaUpdate
double[] R
double Delta
double log_posterior
double log_likelihood
double penalty
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