Modifier and Type | Field and Description |
---|---|
protected AutoExpandVector<AttributeClassObserver> |
NaiveBayes.attributeObservers |
Modifier and Type | Method and Description |
---|---|
protected AttributeClassObserver |
NaiveBayes.newNominalClassObserver() |
protected AttributeClassObserver |
NaiveBayes.newNumericClassObserver() |
Modifier and Type | Method and Description |
---|---|
static double[] |
NaiveBayes.doNaiveBayesPrediction(Instance inst,
DoubleVector observedClassDistribution,
AutoExpandVector<AttributeClassObserver> attributeObservers) |
static double[] |
NaiveBayes.doNaiveBayesPredictionLog(Instance inst,
DoubleVector observedClassDistribution,
AutoExpandVector<AttributeClassObserver> observers,
AutoExpandVector<AttributeClassObserver> observers2) |
static double[] |
NaiveBayes.doNaiveBayesPredictionLog(Instance inst,
DoubleVector observedClassDistribution,
AutoExpandVector<AttributeClassObserver> observers,
AutoExpandVector<AttributeClassObserver> observers2) |
Modifier and Type | Interface and Description |
---|---|
interface |
DiscreteAttributeClassObserver
Interface for observing the class data distribution for a discrete (nominal) attribute.
|
interface |
NumericAttributeClassObserver
Interface for observing the class data distribution for a numeric attribute.
|
Modifier and Type | Class and Description |
---|---|
class |
BinaryTreeNumericAttributeClassObserver
Class for observing the class data distribution for a numeric attribute using a binary tree.
|
class |
BinaryTreeNumericAttributeClassObserverRegression
Class for observing the class data distribution for a numeric attribute using a binary tree.
|
class |
FIMTDDNumericAttributeClassObserver |
class |
GaussianNumericAttributeClassObserver
Class for observing the class data distribution for a numeric attribute using gaussian estimators.
|
class |
GreenwaldKhannaNumericAttributeClassObserver
Class for observing the class data distribution for a numeric attribute using Greenwald and Khanna methodology.
|
class |
NominalAttributeClassObserver
Class for observing the class data distribution for a nominal attribute.
|
class |
NullAttributeClassObserver
Class for observing the class data distribution for a null attribute.
|
class |
VFMLNumericAttributeClassObserver
Class for observing the class data distribution for a numeric attribute as in VFML.
|
Modifier and Type | Field and Description |
---|---|
protected AutoExpandVector<AttributeClassObserver> |
RuleClassifier.attributeObservers |
protected AutoExpandVector<AttributeClassObserver> |
RuleClassifier.attributeObserversGauss |
protected AutoExpandVector<AttributeClassObserver> |
RuleClassification.observers |
protected AutoExpandVector<AttributeClassObserver> |
RuleClassification.observersGauss |
Modifier and Type | Method and Description |
---|---|
protected AttributeClassObserver |
RuleClassifier.newNominalClassObserver() |
protected AttributeClassObserver |
RuleClassifier.newNumericClassObserver() |
protected AttributeClassObserver |
RuleClassifier.newNumericClassObserver2() |
Modifier and Type | Method and Description |
---|---|
boolean |
RuleClassifier.checkBestAttrib(double n,
AutoExpandVector<AttributeClassObserver> observerss,
DoubleVector observedClassDistribution) |
void |
RuleClassifier.theBestAttributes(Instance instance,
AutoExpandVector<AttributeClassObserver> observersParameter) |
Modifier and Type | Method and Description |
---|---|
protected AttributeClassObserver |
RuleActiveLearningNode.newNumericClassObserver() |
Modifier and Type | Method and Description |
---|---|
AutoExpandVector<AttributeClassObserver> |
RuleActiveLearningNode.getAttributeObservers() |
Modifier and Type | Class and Description |
---|---|
class |
FIMTDDNumericAttributeClassLimitObserver |
Modifier and Type | Field and Description |
---|---|
protected AutoExpandVector<AttributeClassObserver> |
DecisionStump.attributeObservers |
protected AutoExpandVector<AttributeClassObserver> |
HoeffdingOptionTree.ActiveLearningNode.attributeObservers |
protected AutoExpandVector<AttributeClassObserver> |
HoeffdingTree.ActiveLearningNode.attributeObservers |
Modifier and Type | Method and Description |
---|---|
protected AttributeClassObserver |
DecisionStump.newNominalClassObserver() |
protected AttributeClassObserver |
HoeffdingOptionTree.newNominalClassObserver() |
protected AttributeClassObserver |
HoeffdingTree.newNominalClassObserver() |
protected AttributeClassObserver |
DecisionStump.newNumericClassObserver() |
protected AttributeClassObserver |
HoeffdingOptionTree.newNumericClassObserver() |
protected AttributeClassObserver |
HoeffdingTree.newNumericClassObserver() |
Modifier and Type | Interface and Description |
---|---|
interface |
IademNumericAttributeObserver |
Modifier and Type | Class and Description |
---|---|
class |
IademGaussianNumericAttributeClassObserver |
class |
IademGreenwaldKhannaNumericAttributeClassObserver |
class |
IademVFMLNumericAttributeClassObserver |
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