Uses of Interface
com.yahoo.labs.samoa.instances.Prediction
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Uses of Prediction in com.yahoo.labs.samoa.instances
Classes in com.yahoo.labs.samoa.instances that implement Prediction Modifier and Type Class Description class
MultiLabelPrediction
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Uses of Prediction in moa.classifiers
Methods in moa.classifiers that return Prediction Modifier and Type Method Description Prediction
AbstractClassifier. getPredictionForInstance(Instance inst)
Prediction
AbstractClassifier. getPredictionForInstance(Example<Instance> example)
Prediction
AbstractMultiLabelLearner. getPredictionForInstance(Instance inst)
abstract Prediction
AbstractMultiLabelLearner. getPredictionForInstance(MultiLabelInstance inst)
Prediction
AbstractMultiLabelLearner. getPredictionForInstance(Example<Instance> example)
Prediction
Classifier. getPredictionForInstance(Instance inst)
Gets the reference to the header of the data stream.Prediction
MultiLabelLearner. getPredictionForInstance(MultiLabelInstance instance)
Prediction
MultiTargetLearnerSemiSupervised. getPredictionForInstance(MultiLabelInstance instance)
Prediction
MultiTargetLearnerSemiSupervised. getTrainingPrediction()
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Uses of Prediction in moa.classifiers.meta
Methods in moa.classifiers.meta that return Prediction Modifier and Type Method Description Prediction
MLCviaMTR. getPredictionForInstance(MultiLabelInstance inst)
Prediction
SelfOptimisingKNearestLeaves. getPredictionForInstance(Instance inst)
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Uses of Prediction in moa.classifiers.multilabel
Methods in moa.classifiers.multilabel that return Prediction Modifier and Type Method Description Prediction
MajorityLabelset. getPredictionForInstance(MultiLabelInstance x)
Prediction
MEKAClassifier. getPredictionForInstance(MultiLabelInstance samoaInstance)
Prediction
MultilabelHoeffdingTree. getPredictionForInstance(MultiLabelInstance inst)
Prediction
MultilabelHoeffdingTree. getPredictionForInstance(Example<Instance> example)
Prediction
MultilabelHoeffdingTree.MultilabelLearningNodeClassifier. getPredictionForInstance(Instance inst, HoeffdingTree ht)
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Uses of Prediction in moa.classifiers.multilabel.meta
Methods in moa.classifiers.multilabel.meta that return Prediction Modifier and Type Method Description static Prediction
OzaBagML. combinePredictions(Prediction[] predictions, Instance inst)
static Prediction
OzaBagML. compilePredictions(Classifier[] h, Example example)
Prediction
OzaBagAdwinML. getPredictionForInstance(MultiLabelInstance instance)
Prediction
OzaBagAdwinML. getPredictionForInstance(Example<Instance> example)
Prediction
OzaBagML. getPredictionForInstance(MultiLabelInstance instance)
Prediction
OzaBagML. getPredictionForInstance(Example<Instance> example)
Methods in moa.classifiers.multilabel.meta with parameters of type Prediction Modifier and Type Method Description static Prediction
OzaBagML. combinePredictions(Prediction[] predictions, Instance inst)
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Uses of Prediction in moa.classifiers.multilabel.trees
Methods in moa.classifiers.multilabel.trees that return Prediction Modifier and Type Method Description Prediction
ISOUPTree. getPredictionForInstance(MultiLabelInstance inst)
Prediction
ISOUPTree. getTrainingPrediction()
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Uses of Prediction in moa.classifiers.multitarget
Methods in moa.classifiers.multitarget that return Prediction Modifier and Type Method Description Prediction
BasicMultiLabelLearner. getPredictionForInstance(MultiLabelInstance instance)
Prediction
BasicMultiTargetRegressor. getPredictionForInstance(MultiLabelInstance instance)
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Uses of Prediction in moa.classifiers.multitarget.functions
Methods in moa.classifiers.multitarget.functions that return Prediction Modifier and Type Method Description Prediction
MultiTargetNoChange. getPredictionForInstance(MultiLabelInstance inst)
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Uses of Prediction in moa.classifiers.rules.multilabel
Fields in moa.classifiers.rules.multilabel declared as Prediction Modifier and Type Field Description Prediction
AMRulesMultiLabelLearnerSemiSuper. prediction
Methods in moa.classifiers.rules.multilabel that return Prediction Modifier and Type Method Description Prediction
AMRulesMultiLabelLearner. getPredictionForInstance(MultiLabelInstance inst)
Prediction
AMRulesMultiLabelLearnerSemiSuper. getPredictionForInstance(MultiLabelInstance inst)
Prediction
AMRulesMultiLabelLearnerSemiSuper. getTrainingPrediction()
Methods in moa.classifiers.rules.multilabel with parameters of type Prediction Modifier and Type Method Description protected double[]
AMRulesMultiLabelLearner. defaultRuleErrors(Prediction vote)
protected double[]
AMRulesMultiLabelLearnerSemiSuper. defaultRuleErrors(Prediction vote)
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Uses of Prediction in moa.classifiers.rules.multilabel.core
Methods in moa.classifiers.rules.multilabel.core that return Prediction Modifier and Type Method Description Prediction
LearningLiteral. getPredictionForInstance(MultiLabelInstance instance)
Prediction
MultiLabelRule. getPredictionForInstance(MultiLabelInstance instance)
Methods in moa.classifiers.rules.multilabel.core with parameters of type Prediction Modifier and Type Method Description protected abstract double[]
LearningLiteral. getNormalizedErrors(Prediction prediction, Instance inst)
protected double[]
LearningLiteralClassification. getNormalizedErrors(Prediction prediction, Instance instance)
protected double[]
LearningLiteralRegression. getNormalizedErrors(Prediction prediction, Instance instance)
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Uses of Prediction in moa.classifiers.rules.multilabel.core.voting
Fields in moa.classifiers.rules.multilabel.core.voting declared as Prediction Modifier and Type Field Description protected Prediction
MultiLabelVote. vote
protected Prediction
AbstractErrorWeightedVoteMultiLabel. weightedVote
Fields in moa.classifiers.rules.multilabel.core.voting with type parameters of type Prediction Modifier and Type Field Description protected List<Prediction>
AbstractErrorWeightedVoteMultiLabel. votes
Methods in moa.classifiers.rules.multilabel.core.voting that return Prediction Modifier and Type Method Description abstract Prediction
AbstractErrorWeightedVoteMultiLabel. computeWeightedVote()
Prediction
ErrorWeightedVoteMultiLabel. computeWeightedVote()
Computes the weighted vote.Prediction
FirstHitVoteMultiLabel. computeWeightedVote()
Prediction
InverseErrorWeightedVoteMultiLabel. computeWeightedVote()
Prediction
UniformWeightedVoteMultiLabel. computeWeightedVote()
Prediction
AbstractErrorWeightedVoteMultiLabel. getPrediction()
Prediction
ErrorWeightedVoteMultiLabel. getPrediction()
Prediction
MultiLabelVote. getVote()
Methods in moa.classifiers.rules.multilabel.core.voting with parameters of type Prediction Modifier and Type Method Description void
AbstractErrorWeightedVoteMultiLabel. addVote(Prediction vote, double[] error)
void
ErrorWeightedVoteMultiLabel. addVote(Prediction prediction, double[] error)
Adds a vote and the corresponding error for the computation of the weighted vote and respective weighted error.void
MultiLabelVote. setVote(Prediction vote)
Constructors in moa.classifiers.rules.multilabel.core.voting with parameters of type Prediction Constructor Description MultiLabelVote(Prediction vote, double error)
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Uses of Prediction in moa.classifiers.rules.multilabel.errormeasurers
Methods in moa.classifiers.rules.multilabel.errormeasurers with parameters of type Prediction Modifier and Type Method Description abstract void
AbstractMultiLabelErrorMeasurer. addPrediction(Prediction prediction, MultiLabelInstance inst)
void
AbstractMultiLabelErrorMeasurer. addPrediction(Prediction prediction, Prediction trueClass)
abstract void
AbstractMultiLabelErrorMeasurer. addPrediction(Prediction prediction, Prediction trueClass, double weight)
void
AbstractMultiTargetErrorMeasurer. addPrediction(Prediction prediction, MultiLabelInstance inst)
void
MeanAbsoluteDeviationMT. addPrediction(Prediction prediction, Prediction trueClass, double weight)
void
MultiLabelErrorMeasurer. addPrediction(Prediction prediction, MultiLabelInstance inst)
void
MultiLabelErrorMeasurer. addPrediction(Prediction prediction, Prediction trueClass)
void
MultiLabelErrorMeasurer. addPrediction(Prediction prediction, Prediction trueClass, double weight)
void
RelativeMeanAbsoluteDeviationMT. addPrediction(Prediction prediction, Prediction trueClass, double weight)
void
RelativeRootMeanSquaredErrorMT. addPrediction(Prediction prediction, Prediction trueClass, double weight)
void
RootMeanSquaredErrorMT. addPrediction(Prediction prediction, Prediction trueClass, double weight)
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Uses of Prediction in moa.classifiers.rules.multilabel.functions
Methods in moa.classifiers.rules.multilabel.functions that return Prediction Modifier and Type Method Description Prediction
AdaptiveMultiTargetRegressor. getPredictionForInstance(MultiLabelInstance inst)
Prediction
DominantLabelsClassifier. getPredictionForInstance(MultiLabelInstance inst)
Prediction
StackedPredictor. getPredictionForInstance(MultiLabelInstance inst)
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Uses of Prediction in moa.classifiers.rules.multilabel.instancetransformers
Methods in moa.classifiers.rules.multilabel.instancetransformers that return Prediction Modifier and Type Method Description Prediction
InstanceOutputAttributesSelector. targetPredictionToSource(Prediction targetPrediction)
Prediction
InstanceTransformer. targetPredictionToSource(Prediction targetPrediction)
Prediction
NoInstanceTransformation. targetPredictionToSource(Prediction targetPrediction)
Methods in moa.classifiers.rules.multilabel.instancetransformers with parameters of type Prediction Modifier and Type Method Description Prediction
InstanceOutputAttributesSelector. targetPredictionToSource(Prediction targetPrediction)
Prediction
InstanceTransformer. targetPredictionToSource(Prediction targetPrediction)
Prediction
NoInstanceTransformation. targetPredictionToSource(Prediction targetPrediction)
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Uses of Prediction in moa.classifiers.rules.multilabel.meta
Methods in moa.classifiers.rules.multilabel.meta that return Prediction Modifier and Type Method Description Prediction
MultiLabelRandomAMRules. getPredictionForInstance(MultiLabelInstance inst)
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Uses of Prediction in moa.evaluation
Methods in moa.evaluation with parameters of type Prediction Modifier and Type Method Description void
BasicAUCImbalancedPerformanceEvaluator. addResult(Example<Instance> arg0, Prediction arg1)
void
BasicClassificationPerformanceEvaluator. addResult(Example<Instance> testInst, Prediction prediction)
void
BasicConceptDriftPerformanceEvaluator. addResult(Example<Instance> testInst, Prediction prediction)
void
BasicMultiLabelPerformanceEvaluator. addResult(Example<Instance> example, Prediction y)
void
BasicMultiTargetPerformanceEvaluator. addResult(Example<Instance> example, Prediction prediction)
void
BasicMultiTargetPerformanceRelativeMeasuresEvaluator. addResult(Example<Instance> example, Prediction prediction)
void
BasicRegressionPerformanceEvaluator. addResult(Example<Instance> example, Prediction prediction)
void
LearningPerformanceEvaluator. addResult(E testInst, Prediction prediction)
void
MultiTargetWindowRegressionPerformanceEvaluator. addResult(Example<Instance> testInst, Prediction prediction)
void
MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator. addResult(Example<Instance> testInst, Prediction prediction)
void
WindowAUCImbalancedPerformanceEvaluator. addResult(Example<Instance> arg0, Prediction arg1)
void
WindowRegressionPerformanceEvaluator. addResult(Example<Instance> testInst, Prediction prediction)
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Uses of Prediction in moa.learners
Methods in moa.learners that return Prediction Modifier and Type Method Description Prediction
Learner. getPredictionForInstance(E testInst)
Prediction
LearnerSemiSupervised. getTrainingPrediction()
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