Uses of Class
com.yahoo.labs.samoa.instances.InstancesHeader
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Uses of InstancesHeader in com.yahoo.labs.samoa.instances
Fields in com.yahoo.labs.samoa.instances declared as InstancesHeader Modifier and Type Field Description protected InstancesHeader
InstanceImpl. instanceHeader
The instance information.protected InstancesHeader
ArffLoader. streamHeader
Methods in com.yahoo.labs.samoa.instances with parameters of type InstancesHeader Modifier and Type Method Description static String
InstancesHeader. getAttributeNameString(InstancesHeader context, int attIndex)
static String
InstancesHeader. getClassLabelString(InstancesHeader context, int classLabelIndex)
static String
InstancesHeader. getClassNameString(InstancesHeader context)
static String
InstancesHeader. getInputAttributeNameString(InstancesHeader context, int attIndex)
static String
InstancesHeader. getNominalValueString(InstancesHeader context, int attIndex, int valIndex)
static String
InstancesHeader. getNumericValueString(InstancesHeader context, int attIndex, double value)
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Uses of InstancesHeader in moa.classifiers
Fields in moa.classifiers declared as InstancesHeader Modifier and Type Field Description protected InstancesHeader
AbstractClassifier. modelContext
Header of the instances of the data streamMethods in moa.classifiers that return InstancesHeader Modifier and Type Method Description InstancesHeader
AbstractClassifier. getModelContext()
Methods in moa.classifiers with parameters of type InstancesHeader Modifier and Type Method Description static boolean
AbstractClassifier. contextIsCompatible(InstancesHeader originalContext, InstancesHeader newContext)
Returns if two contexts or headers of instances are compatible.
Two contexts are compatible if they follow the following rules:
Rule 1: num classes can increase but never decrease
Rule 2: num attributes can increase but never decrease
Rule 3: num nominal attribute values can increase but never decrease
Rule 4: attribute types must stay in the same order (although class can move; is always skipped over)
Attribute names are free to change, but should always still represent the original attributes.void
AbstractClassifier. setModelContext(InstancesHeader ih)
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Uses of InstancesHeader in moa.classifiers.active
Methods in moa.classifiers.active with parameters of type InstancesHeader Modifier and Type Method Description void
ALRandom. setModelContext(InstancesHeader ih)
void
ALUncertainty. setModelContext(InstancesHeader ih)
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Uses of InstancesHeader in moa.classifiers.core.conditionaltests
Methods in moa.classifiers.core.conditionaltests with parameters of type InstancesHeader Modifier and Type Method Description abstract String
InstanceConditionalTest. describeConditionForBranch(int branch, InstancesHeader context)
Gets the text that describes the condition of a branch.String
NominalAttributeBinaryTest. describeConditionForBranch(int branch, InstancesHeader context)
String
NominalAttributeMultiwayTest. describeConditionForBranch(int branch, InstancesHeader context)
String
NumericAttributeBinaryTest. describeConditionForBranch(int branch, InstancesHeader context)
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Uses of InstancesHeader in moa.classifiers.lazy
Methods in moa.classifiers.lazy with parameters of type InstancesHeader Modifier and Type Method Description void
kNN. setModelContext(InstancesHeader context)
void
SAMkNN. setModelContext(InstancesHeader context)
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Uses of InstancesHeader in moa.classifiers.meta
Fields in moa.classifiers.meta declared as InstancesHeader Modifier and Type Field Description protected InstancesHeader[]
RandomRules. dataset
protected InstancesHeader
MLCviaMTR. header
Methods in moa.classifiers.meta with parameters of type InstancesHeader Modifier and Type Method Description void
HeterogeneousEnsembleAbstract. setModelContext(InstancesHeader ih)
void
MLCviaMTR. setModelContext(InstancesHeader ih)
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Uses of InstancesHeader in moa.classifiers.multilabel.trees
Methods in moa.classifiers.multilabel.trees with parameters of type InstancesHeader Modifier and Type Method Description void
ISOUPTree. setModelContext(InstancesHeader ih)
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Uses of InstancesHeader in moa.classifiers.multitarget
Fields in moa.classifiers.multitarget declared as InstancesHeader Modifier and Type Field Description protected InstancesHeader[]
BasicMultiLabelLearner. header
protected InstancesHeader[]
BasicMultiTargetRegressor. header
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Uses of InstancesHeader in moa.classifiers.rules.core.conditionaltests
Methods in moa.classifiers.rules.core.conditionaltests with parameters of type InstancesHeader Modifier and Type Method Description String
NumericAttributeBinaryRulePredicate. describeConditionForBranch(int branch, InstancesHeader context)
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Uses of InstancesHeader in moa.classifiers.rules.meta
Fields in moa.classifiers.rules.meta declared as InstancesHeader Modifier and Type Field Description protected InstancesHeader[]
RandomAMRulesOld. dataset
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Uses of InstancesHeader in moa.classifiers.rules.multilabel.core
Fields in moa.classifiers.rules.multilabel.core declared as InstancesHeader Modifier and Type Field Description protected InstancesHeader
LearningLiteral. instanceHeader
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Uses of InstancesHeader in moa.classifiers.rules.multilabel.instancetransformers
Fields in moa.classifiers.rules.multilabel.instancetransformers declared as InstancesHeader Modifier and Type Field Description InstancesHeader
InstanceAttributesSelector. targetInstances
InstancesHeader
InstanceOutputAttributesSelector. targetInstances
Constructors in moa.classifiers.rules.multilabel.instancetransformers with parameters of type InstancesHeader Constructor Description InstanceAttributesSelector(InstancesHeader sourceInstances, int[] targetInputIndices, int[] targetOutputIndices)
InstanceOutputAttributesSelector(InstancesHeader sourceInstances, int[] targetOutputIndices)
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Uses of InstancesHeader in moa.clusterers
Fields in moa.clusterers declared as InstancesHeader Modifier and Type Field Description protected InstancesHeader
AbstractClusterer. modelContext
Methods in moa.clusterers that return InstancesHeader Modifier and Type Method Description InstancesHeader
AbstractClusterer. getModelContext()
InstancesHeader
Clusterer. getModelContext()
Methods in moa.clusterers with parameters of type InstancesHeader Modifier and Type Method Description static boolean
AbstractClusterer. contextIsCompatible(InstancesHeader originalContext, InstancesHeader newContext)
void
AbstractClusterer. setModelContext(InstancesHeader ih)
void
Clusterer. setModelContext(InstancesHeader ih)
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Uses of InstancesHeader in moa.core
Subclasses of InstancesHeader in moa.core Modifier and Type Class Description class
MultilabelInstancesHeader
Class for storing the header or context of a multilabel data stream. -
Uses of InstancesHeader in moa.learners
Methods in moa.learners that return InstancesHeader Modifier and Type Method Description InstancesHeader
Learner. getModelContext()
Gets the reference to the header of the data stream.Methods in moa.learners with parameters of type InstancesHeader Modifier and Type Method Description void
Learner. setModelContext(InstancesHeader ih)
Sets the reference to the header of the data stream. -
Uses of InstancesHeader in moa.streams
Fields in moa.streams declared as InstancesHeader Modifier and Type Field Description protected InstancesHeader
IrrelevantFeatureAppenderStream. newHeader
The header with the new features appended.protected InstancesHeader
ConceptDriftRealStream. streamHeader
Methods in moa.streams that return InstancesHeader Modifier and Type Method Description InstancesHeader
ArffFileStream. getHeader()
InstancesHeader
BootstrappedStream. getHeader()
InstancesHeader
CachedInstancesStream. getHeader()
InstancesHeader
ConceptDriftRealStream. getHeader()
InstancesHeader
ConceptDriftStream. getHeader()
InstancesHeader
ExampleStream. getHeader()
Gets the header of this stream.InstancesHeader
FilteredStream. getHeader()
InstancesHeader
ImbalancedStream. getHeader()
InstancesHeader
IrrelevantFeatureAppenderStream. getHeader()
InstancesHeader
MultiFilteredStream. getHeader()
InstancesHeader
MultiLabelFilteredStream. getHeader()
InstancesHeader
MultiTargetArffFileStream. getHeader()
InstancesHeader
PartitioningStream. getHeader()
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Uses of InstancesHeader in moa.streams.clustering
Fields in moa.streams.clustering declared as InstancesHeader Modifier and Type Field Description protected InstancesHeader
RandomRBFGeneratorEvents. streamHeader
Methods in moa.streams.clustering that return InstancesHeader Modifier and Type Method Description InstancesHeader
FileStream. getHeader()
InstancesHeader
RandomRBFGeneratorEvents. getHeader()
InstancesHeader
SimpleCSVStream. getHeader()
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Uses of InstancesHeader in moa.streams.filters
Fields in moa.streams.filters declared as InstancesHeader Modifier and Type Field Description protected InstancesHeader
RBFFilter. dataset
protected InstancesHeader
ReLUFilter. dataset
protected InstancesHeader
SelectAttributesFilter. dataset
protected InstancesHeader
HashingTrickFilter. streamHeader
protected InstancesHeader
RandomProjectionFilter. streamHeader
protected InstancesHeader
RemoveDiscreteAttributeFilter. streamHeader
Methods in moa.streams.filters that return InstancesHeader Modifier and Type Method Description InstancesHeader
AddNoiseFilter. getHeader()
InstancesHeader
HashingTrickFilter. getHeader()
InstancesHeader
NormalisationFilter. getHeader()
InstancesHeader
RandomProjectionFilter. getHeader()
InstancesHeader
RBFFilter. getHeader()
InstancesHeader
ReLUFilter. getHeader()
InstancesHeader
RemoveDiscreteAttributeFilter. getHeader()
InstancesHeader
ReplacingMissingValuesFilter. getHeader()
InstancesHeader
SelectAttributesFilter. getHeader()
InstancesHeader
StandardisationFilter. getHeader()
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Uses of InstancesHeader in moa.streams.generators
Fields in moa.streams.generators declared as InstancesHeader Modifier and Type Field Description protected InstancesHeader
AgrawalGenerator. streamHeader
protected InstancesHeader
AssetNegotiationGenerator. streamHeader
protected InstancesHeader
HyperplaneGenerator. streamHeader
protected InstancesHeader
LEDGenerator. streamHeader
protected InstancesHeader
MixedGenerator. streamHeader
protected InstancesHeader
RandomRBFGenerator. streamHeader
protected InstancesHeader
RandomTreeGenerator. streamHeader
protected InstancesHeader
SEAGenerator. streamHeader
protected InstancesHeader
SineGenerator. streamHeader
protected InstancesHeader
STAGGERGenerator. streamHeader
protected InstancesHeader
TextGenerator. streamHeader
protected InstancesHeader
WaveformGenerator. streamHeader
Methods in moa.streams.generators that return InstancesHeader Modifier and Type Method Description InstancesHeader
AgrawalGenerator. getHeader()
InstancesHeader
AssetNegotiationGenerator. getHeader()
InstancesHeader
HyperplaneGenerator. getHeader()
InstancesHeader
LEDGenerator. getHeader()
InstancesHeader
MixedGenerator. getHeader()
InstancesHeader
RandomRBFGenerator. getHeader()
InstancesHeader
RandomTreeGenerator. getHeader()
InstancesHeader
SEAGenerator. getHeader()
InstancesHeader
SineGenerator. getHeader()
InstancesHeader
STAGGERGenerator. getHeader()
InstancesHeader
TextGenerator. getHeader()
InstancesHeader
WaveformGenerator. getHeader()
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Uses of InstancesHeader in moa.streams.generators.cd
Fields in moa.streams.generators.cd declared as InstancesHeader Modifier and Type Field Description protected InstancesHeader
AbstractConceptDriftGenerator. streamHeader
Methods in moa.streams.generators.cd that return InstancesHeader Modifier and Type Method Description InstancesHeader
AbstractConceptDriftGenerator. getHeader()
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Uses of InstancesHeader in moa.streams.generators.multilabel
Methods in moa.streams.generators.multilabel that return InstancesHeader Modifier and Type Method Description InstancesHeader
MetaMultilabelGenerator. getHeader()
InstancesHeader
MultilabelArffFileStream. getHeader()
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