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A

addClassLabel(String) - Method in class moltsen.AI.NaiveBayes.NaiveBayesClassifier

Add a class label.

addFeature(String) - Method in class moltsen.AI.NaiveBayes.NaiveBayesClassifier

Adds a feature.

addState(String, String) - Method in class moltsen.AI.NaiveBayes.NaiveBayesClassifier

Adds a new state of the given feature.

C

classify(Map<String, String>) - Method in class moltsen.AI.NaiveBayes.NaiveBayesClassifier

The Naive Bayes classifiaction algorithm.

D

DataStructureException - Exception in moltsen.AI.NaiveBayes

An exception used to inform about structural problems in the Naive Bayes classifier.

DataStructureException(String) - Constructor for exception moltsen.AI.NaiveBayes.DataStructureException

F

FeatureData - Class in moltsen.AI.NaiveBayes.model

The data representation of a feature.

FeatureData() - Constructor for class moltsen.AI.NaiveBayes.model.FeatureData

G

getClassLabels() - Method in class moltsen.AI.NaiveBayes.model.NaiveBayesData

getClassLabels() - Method in class moltsen.AI.NaiveBayes.NaiveBayesClassifier

Returns all class labels.

getConditionalProbabilities() - Method in class moltsen.AI.NaiveBayes.model.StateData

getConditionalProbabilities(String, String) - Method in class moltsen.AI.NaiveBayes.NaiveBayesClassifier

Returns the conditional probabilities of some feature state given all class labels.

getFeatures() - Method in class moltsen.AI.NaiveBayes.model.NaiveBayesData

getFeatures() - Method in class moltsen.AI.NaiveBayes.NaiveBayesClassifier

Returns all features.

getLabel() - Method in class moltsen.AI.NaiveBayes.model.StateData

getName() - Method in class moltsen.AI.NaiveBayes.model.FeatureData

getPriorProbabilities() - Method in class moltsen.AI.NaiveBayes.model.NaiveBayesData

getPriorProbabilities() - Method in class moltsen.AI.NaiveBayes.NaiveBayesClassifier

Returns prior probabilities.

getStates() - Method in class moltsen.AI.NaiveBayes.model.FeatureData

getStates(String) - Method in class moltsen.AI.NaiveBayes.NaiveBayesClassifier

Returns the states of a feature.

M

moltsen.AI.NaiveBayes - package moltsen.AI.NaiveBayes

This package provides the functionality to build and execute a Naive Bayes classifier.

moltsen.AI.NaiveBayes.model - package moltsen.AI.NaiveBayes.model

This package is used by the NaiveBayes classifier package.

N

NaiveBayesClassifier - Class in moltsen.AI.NaiveBayes

Add class labels, features with any number of states, prior and conditional probabilities.

NaiveBayesClassifier() - Constructor for class moltsen.AI.NaiveBayes.NaiveBayesClassifier

NaiveBayesData - Class in moltsen.AI.NaiveBayes.model

The data representation of a Naive Bayes classifier.

NaiveBayesData() - Constructor for class moltsen.AI.NaiveBayes.model.NaiveBayesData

R

removeFeature(String) - Method in class moltsen.AI.NaiveBayes.NaiveBayesClassifier

Remove a feature.

removeLabel(String) - Method in class moltsen.AI.NaiveBayes.NaiveBayesClassifier

Removes the specified label.

removeState(String, String) - Method in class moltsen.AI.NaiveBayes.NaiveBayesClassifier

Removes a state.

S

setClassLabels(ArrayList<String>) - Method in class moltsen.AI.NaiveBayes.model.NaiveBayesData

setConditionalProbabilities(ArrayList<Double>) - Method in class moltsen.AI.NaiveBayes.model.StateData

setConditionalProbability(String, String, String, double) - Method in class moltsen.AI.NaiveBayes.NaiveBayesClassifier

Set the conditional probability of a state given a class label.

setFeatures(ArrayList<FeatureData>) - Method in class moltsen.AI.NaiveBayes.model.NaiveBayesData

setLabel(String) - Method in class moltsen.AI.NaiveBayes.model.StateData

setName(String) - Method in class moltsen.AI.NaiveBayes.model.FeatureData

setPriorProbabilities(ArrayList<Double>) - Method in class moltsen.AI.NaiveBayes.model.NaiveBayesData

setPriorProbability(String, double) - Method in class moltsen.AI.NaiveBayes.NaiveBayesClassifier

Set the prior (default) probability of a class label.

setStates(ArrayList<StateData>) - Method in class moltsen.AI.NaiveBayes.model.FeatureData

StateData - Class in moltsen.AI.NaiveBayes.model

The data representation of a feature state.

StateData() - Constructor for class moltsen.AI.NaiveBayes.model.StateData

V

validate() - Method in class moltsen.AI.NaiveBayes.NaiveBayesClassifier

Examines the consistency of prior and conditional probabilities and throws an exception if inconsistent.

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