Installation
User Guide
API Reference
Contributing
Releases
Webpage
Index
A
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B
|
C
|
D
|
E
|
F
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G
|
H
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I
|
K
|
L
|
M
|
N
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O
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P
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R
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S
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T
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U
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V
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W
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X
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Y
A
AccuracyWeightedEnsembleClassifier (class in skmultiflow.meta)
AccuracyWeightedEnsembleClassifier.WeightedClassifier (class in skmultiflow.meta)
AdaptiveRandomForestClassifier (class in skmultiflow.meta)
AdaptiveRandomForestRegressor (class in skmultiflow.meta)
add_element() (skmultiflow.drift_detection.ADWIN method)
(skmultiflow.drift_detection.DDM method)
(skmultiflow.drift_detection.EDDM method)
(skmultiflow.drift_detection.HDDM_A method)
(skmultiflow.drift_detection.HDDM_W method)
(skmultiflow.drift_detection.KSWIN method)
(skmultiflow.drift_detection.PageHinkley method)
AdditiveExpertEnsembleClassifier (class in skmultiflow.meta)
AdditiveExpertEnsembleClassifier.WeightedExpert (class in skmultiflow.meta)
ADWIN (class in skmultiflow.drift_detection)
AGRAWALGenerator (class in skmultiflow.data)
AnomalySineGenerator (class in skmultiflow.data)
B
balance_classes() (skmultiflow.data.AGRAWALGenerator property)
(skmultiflow.data.MIXEDGenerator property)
(skmultiflow.data.SEAGenerator property)
(skmultiflow.data.SineGenerator property)
(skmultiflow.data.STAGGERGenerator property)
BaseEstimator (class in skmultiflow.core.base)
BaseSKMObject (class in skmultiflow.core)
BatchIncrementalClassifier (class in skmultiflow.meta)
build_trees() (skmultiflow.anomaly_detection.HalfSpaceTrees method)
C
cat_features_idx() (skmultiflow.data.DataStream property)
(skmultiflow.data.FileStream property)
(skmultiflow.data.TemporalDataStream property)
class_idx() (skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule property)
class_labels() (skmultiflow.prototype.RobustSoftLearningVectorQuantization property)
classification_function() (skmultiflow.data.AGRAWALGenerator property)
(skmultiflow.data.MIXEDGenerator property)
(skmultiflow.data.SEAGenerator property)
(skmultiflow.data.SineGenerator property)
(skmultiflow.data.STAGGERGenerator property)
classification_function_one() (skmultiflow.data.STAGGERGenerator static method)
classification_function_two() (skmultiflow.data.STAGGERGenerator static method)
classification_function_zero() (skmultiflow.data.STAGGERGenerator static method)
ClassifierChain (class in skmultiflow.meta)
ClassifierMixin (class in skmultiflow.core)
clean_samples() (skmultiflow.lazy.SAMKNNClassifier method)
clone() (in module skmultiflow.core)
cluster_down() (skmultiflow.lazy.SAMKNNClassifier method)
compute_baseline() (skmultiflow.meta.AccuracyWeightedEnsembleClassifier static method)
compute_hoeffding_bound() (skmultiflow.rules.VeryFastDecisionRulesClassifier static method)
(skmultiflow.trees.ExtremelyFastDecisionTreeClassifier static method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier static method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor static method)
(skmultiflow.trees.HoeffdingTreeClassifier static method)
(skmultiflow.trees.HoeffdingTreeRegressor static method)
(skmultiflow.trees.iSOUPTreeRegressor static method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier static method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor static method)
compute_score() (skmultiflow.meta.AccuracyWeightedEnsembleClassifier static method)
compute_score_crossvalidation() (skmultiflow.meta.AccuracyWeightedEnsembleClassifier method)
compute_weight() (skmultiflow.meta.AccuracyWeightedEnsembleClassifier method)
ConceptDriftStream (class in skmultiflow.data)
covers_instance() (skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule method)
D
data() (skmultiflow.data.DataStream property)
(skmultiflow.data.TemporalDataStream property)
DataStream (class in skmultiflow.data)
DDM (class in skmultiflow.drift_detection)
deactivate_all_leaves() (skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
delete_element() (skmultiflow.drift_detection.ADWIN method)
detected_change() (skmultiflow.drift_detection.ADWIN method)
(skmultiflow.drift_detection.DDM method)
(skmultiflow.drift_detection.EDDM method)
(skmultiflow.drift_detection.HDDM_A method)
(skmultiflow.drift_detection.HDDM_W method)
(skmultiflow.drift_detection.KSWIN method)
(skmultiflow.drift_detection.PageHinkley method)
detected_warning_zone() (skmultiflow.drift_detection.ADWIN method)
(skmultiflow.drift_detection.DDM method)
(skmultiflow.drift_detection.EDDM method)
(skmultiflow.drift_detection.HDDM_A method)
(skmultiflow.drift_detection.HDDM_W method)
(skmultiflow.drift_detection.KSWIN method)
(skmultiflow.drift_detection.PageHinkley method)
disable_attribute() (skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule method)
drift_detector() (skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule property)
DynamicWeightedMajorityClassifier (class in skmultiflow.meta)
DynamicWeightedMajorityClassifier.WeightedExpert (class in skmultiflow.meta)
E
EDDM (class in skmultiflow.drift_detection)
enforce_tracker_limit() (skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
estimate_model_byte_size() (skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
evaluate() (skmultiflow.evaluation.EvaluateHoldout method)
(skmultiflow.evaluation.EvaluatePrequential method)
(skmultiflow.evaluation.EvaluatePrequentialDelayed method)
EvaluateHoldout (class in skmultiflow.evaluation)
EvaluatePrequential (class in skmultiflow.evaluation)
EvaluatePrequentialDelayed (class in skmultiflow.evaluation)
ExtremelyFastDecisionTreeClassifier (class in skmultiflow.trees)
F
feature_names() (skmultiflow.data.AGRAWALGenerator property)
(skmultiflow.data.AnomalySineGenerator property)
(skmultiflow.data.base_stream.Stream property)
(skmultiflow.data.ConceptDriftStream property)
(skmultiflow.data.DataStream property)
(skmultiflow.data.FileStream property)
(skmultiflow.data.HyperplaneGenerator property)
(skmultiflow.data.LEDGenerator property)
(skmultiflow.data.LEDGeneratorDrift property)
(skmultiflow.data.MIXEDGenerator property)
(skmultiflow.data.MultilabelGenerator property)
(skmultiflow.data.RandomRBFGenerator property)
(skmultiflow.data.RandomRBFGeneratorDrift property)
(skmultiflow.data.RandomTreeGenerator property)
(skmultiflow.data.RegressionGenerator property)
(skmultiflow.data.SEAGenerator property)
(skmultiflow.data.SineGenerator property)
(skmultiflow.data.STAGGERGenerator property)
(skmultiflow.data.TemporalDataStream property)
(skmultiflow.data.WaveformGenerator property)
FileStream (class in skmultiflow.data)
first_hit() (skmultiflow.rules.VeryFastDecisionRulesClassifier method)
fit() (skmultiflow.anomaly_detection.HalfSpaceTrees method)
(skmultiflow.bayes.NaiveBayes method)
(skmultiflow.core.ClassifierMixin method)
(skmultiflow.core.Pipeline method)
(skmultiflow.core.RegressorMixin method)
(skmultiflow.lazy.KNNADWINClassifier method)
(skmultiflow.lazy.KNNClassifier method)
(skmultiflow.lazy.KNNRegressor method)
(skmultiflow.lazy.SAMKNNClassifier method)
(skmultiflow.meta.AccuracyWeightedEnsembleClassifier method)
(skmultiflow.meta.AdaptiveRandomForestClassifier method)
(skmultiflow.meta.AdaptiveRandomForestRegressor method)
(skmultiflow.meta.AdditiveExpertEnsembleClassifier method)
(skmultiflow.meta.BatchIncrementalClassifier method)
(skmultiflow.meta.ClassifierChain method)
(skmultiflow.meta.DynamicWeightedMajorityClassifier method)
(skmultiflow.meta.LearnPPClassifier method)
(skmultiflow.meta.LearnPPNSEClassifier method)
(skmultiflow.meta.LeveragingBaggingClassifier method)
(skmultiflow.meta.MonteCarloClassifierChain method)
(skmultiflow.meta.MultiOutputLearner method)
(skmultiflow.meta.OnlineAdaC2Classifier method)
(skmultiflow.meta.OnlineBoostingClassifier method)
(skmultiflow.meta.OnlineCSB2Classifier method)
(skmultiflow.meta.OnlineRUSBoostClassifier method)
(skmultiflow.meta.OnlineSMOTEBaggingClassifier method)
(skmultiflow.meta.OnlineUnderOverBaggingClassifier method)
(skmultiflow.meta.OzaBaggingADWINClassifier method)
(skmultiflow.meta.OzaBaggingClassifier method)
(skmultiflow.meta.ProbabilisticClassifierChain method)
(skmultiflow.meta.RegressorChain method)
(skmultiflow.meta.StreamingRandomPatchesClassifier method)
(skmultiflow.neural_networks.PerceptronMask method)
(skmultiflow.prototype.RobustSoftLearningVectorQuantization method)
(skmultiflow.rules.VeryFastDecisionRulesClassifier method)
(skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
fit_single_sample() (skmultiflow.meta.AdditiveExpertEnsembleClassifier method)
(skmultiflow.meta.DynamicWeightedMajorityClassifier method)
G
generate_drift() (skmultiflow.data.AGRAWALGenerator method)
(skmultiflow.data.MIXEDGenerator method)
(skmultiflow.data.SEAGenerator method)
(skmultiflow.data.SineGenerator method)
(skmultiflow.data.STAGGERGenerator method)
get_all_samples() (skmultiflow.data.FileStream method)
get_best_expand_suggestion() (skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule method)
get_change() (skmultiflow.drift_detection.ADWIN method)
get_class_votes() (skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule method)
get_current_measurements() (skmultiflow.evaluation.EvaluateHoldout method)
(skmultiflow.evaluation.EvaluatePrequential method)
(skmultiflow.evaluation.EvaluatePrequentialDelayed method)
get_data_info() (skmultiflow.data.AGRAWALGenerator method)
(skmultiflow.data.AnomalySineGenerator method)
(skmultiflow.data.base_stream.Stream method)
(skmultiflow.data.ConceptDriftStream method)
(skmultiflow.data.DataStream method)
(skmultiflow.data.FileStream method)
(skmultiflow.data.HyperplaneGenerator method)
(skmultiflow.data.LEDGenerator method)
(skmultiflow.data.LEDGeneratorDrift method)
(skmultiflow.data.MIXEDGenerator method)
(skmultiflow.data.MultilabelGenerator method)
(skmultiflow.data.RandomRBFGenerator method)
(skmultiflow.data.RandomRBFGeneratorDrift method)
(skmultiflow.data.RandomTreeGenerator method)
(skmultiflow.data.RegressionGenerator method)
(skmultiflow.data.SEAGenerator method)
(skmultiflow.data.SineGenerator method)
(skmultiflow.data.STAGGERGenerator method)
(skmultiflow.data.TemporalDataStream method)
(skmultiflow.data.WaveformGenerator method)
get_distance_weighted_label() (skmultiflow.lazy.SAMKNNClassifier static method)
get_distances() (skmultiflow.lazy.SAMKNNClassifier static method)
get_expert_predictions() (skmultiflow.meta.AdditiveExpertEnsembleClassifier method)
(skmultiflow.meta.DynamicWeightedMajorityClassifier method)
get_info() (skmultiflow.anomaly_detection.HalfSpaceTrees method)
(skmultiflow.bayes.NaiveBayes method)
(skmultiflow.core.BaseSKMObject method)
(skmultiflow.core.Pipeline method)
(skmultiflow.data.AGRAWALGenerator method)
(skmultiflow.data.AnomalySineGenerator method)
(skmultiflow.data.base_stream.Stream method)
(skmultiflow.data.ConceptDriftStream method)
(skmultiflow.data.DataStream method)
(skmultiflow.data.FileStream method)
(skmultiflow.data.HyperplaneGenerator method)
(skmultiflow.data.LEDGenerator method)
(skmultiflow.data.LEDGeneratorDrift method)
(skmultiflow.data.MIXEDGenerator method)
(skmultiflow.data.MultilabelGenerator method)
(skmultiflow.data.RandomRBFGenerator method)
(skmultiflow.data.RandomRBFGeneratorDrift method)
(skmultiflow.data.RandomTreeGenerator method)
(skmultiflow.data.RegressionGenerator method)
(skmultiflow.data.SEAGenerator method)
(skmultiflow.data.SineGenerator method)
(skmultiflow.data.STAGGERGenerator method)
(skmultiflow.data.TemporalDataStream method)
(skmultiflow.data.WaveformGenerator method)
(skmultiflow.drift_detection.ADWIN method)
(skmultiflow.drift_detection.DDM method)
(skmultiflow.drift_detection.EDDM method)
(skmultiflow.drift_detection.HDDM_A method)
(skmultiflow.drift_detection.HDDM_W method)
(skmultiflow.drift_detection.KSWIN method)
(skmultiflow.drift_detection.PageHinkley method)
(skmultiflow.evaluation.EvaluateHoldout method)
(skmultiflow.evaluation.EvaluatePrequential method)
(skmultiflow.evaluation.EvaluatePrequentialDelayed method)
(skmultiflow.lazy.KNNADWINClassifier method)
(skmultiflow.lazy.KNNClassifier method)
(skmultiflow.lazy.KNNRegressor method)
(skmultiflow.lazy.SAMKNNClassifier method)
(skmultiflow.meta.AccuracyWeightedEnsembleClassifier method)
(skmultiflow.meta.AdaptiveRandomForestClassifier method)
(skmultiflow.meta.AdaptiveRandomForestRegressor method)
(skmultiflow.meta.AdditiveExpertEnsembleClassifier method)
(skmultiflow.meta.BatchIncrementalClassifier method)
(skmultiflow.meta.ClassifierChain method)
(skmultiflow.meta.DynamicWeightedMajorityClassifier method)
(skmultiflow.meta.LearnPPClassifier method)
(skmultiflow.meta.LearnPPNSEClassifier method)
(skmultiflow.meta.LeveragingBaggingClassifier method)
(skmultiflow.meta.MonteCarloClassifierChain method)
(skmultiflow.meta.MultiOutputLearner method)
(skmultiflow.meta.OnlineAdaC2Classifier method)
(skmultiflow.meta.OnlineBoostingClassifier method)
(skmultiflow.meta.OnlineCSB2Classifier method)
(skmultiflow.meta.OnlineRUSBoostClassifier method)
(skmultiflow.meta.OnlineSMOTEBaggingClassifier method)
(skmultiflow.meta.OnlineUnderOverBaggingClassifier method)
(skmultiflow.meta.OzaBaggingADWINClassifier method)
(skmultiflow.meta.OzaBaggingClassifier method)
(skmultiflow.meta.ProbabilisticClassifierChain method)
(skmultiflow.meta.RegressorChain method)
(skmultiflow.meta.StreamingRandomPatchesClassifier method)
(skmultiflow.neural_networks.PerceptronMask method)
(skmultiflow.prototype.RobustSoftLearningVectorQuantization method)
(skmultiflow.rules.VeryFastDecisionRulesClassifier method)
(skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule method)
(skmultiflow.transform.MissingValuesCleaner method)
(skmultiflow.transform.OneHotToCategorical method)
(skmultiflow.transform.WindowedMinmaxScaler method)
(skmultiflow.transform.WindowedStandardScaler method)
(skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
get_length_estimation() (skmultiflow.drift_detection.ADWIN method)
(skmultiflow.drift_detection.DDM method)
(skmultiflow.drift_detection.EDDM method)
(skmultiflow.drift_detection.HDDM_A method)
(skmultiflow.drift_detection.HDDM_W method)
(skmultiflow.drift_detection.KSWIN method)
(skmultiflow.drift_detection.PageHinkley method)
get_maj_label() (skmultiflow.lazy.SAMKNNClassifier static method)
get_mean_measurements() (skmultiflow.evaluation.EvaluateHoldout method)
(skmultiflow.evaluation.EvaluatePrequential method)
(skmultiflow.evaluation.EvaluatePrequentialDelayed method)
get_measurements() (skmultiflow.evaluation.EvaluateHoldout method)
(skmultiflow.evaluation.EvaluatePrequential method)
(skmultiflow.evaluation.EvaluatePrequentialDelayed method)
get_model_description() (skmultiflow.rules.VeryFastDecisionRulesClassifier method)
(skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
get_model_measurements() (skmultiflow.rules.VeryFastDecisionRulesClassifier method)
(skmultiflow.trees.ExtremelyFastDecisionTreeClassifier property)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier property)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor property)
(skmultiflow.trees.HoeffdingTreeClassifier property)
(skmultiflow.trees.HoeffdingTreeRegressor property)
(skmultiflow.trees.iSOUPTreeRegressor property)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier property)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor property)
get_model_rules() (skmultiflow.rules.VeryFastDecisionRulesClassifier method)
(skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
get_params() (skmultiflow.anomaly_detection.HalfSpaceTrees method)
(skmultiflow.bayes.NaiveBayes method)
(skmultiflow.core.base.BaseEstimator method)
(skmultiflow.core.BaseSKMObject method)
(skmultiflow.core.Pipeline method)
(skmultiflow.data.AGRAWALGenerator method)
(skmultiflow.data.AnomalySineGenerator method)
(skmultiflow.data.base_stream.Stream method)
(skmultiflow.data.ConceptDriftStream method)
(skmultiflow.data.DataStream method)
(skmultiflow.data.FileStream method)
(skmultiflow.data.HyperplaneGenerator method)
(skmultiflow.data.LEDGenerator method)
(skmultiflow.data.LEDGeneratorDrift method)
(skmultiflow.data.MIXEDGenerator method)
(skmultiflow.data.MultilabelGenerator method)
(skmultiflow.data.RandomRBFGenerator method)
(skmultiflow.data.RandomRBFGeneratorDrift method)
(skmultiflow.data.RandomTreeGenerator method)
(skmultiflow.data.RegressionGenerator method)
(skmultiflow.data.SEAGenerator method)
(skmultiflow.data.SineGenerator method)
(skmultiflow.data.STAGGERGenerator method)
(skmultiflow.data.TemporalDataStream method)
(skmultiflow.data.WaveformGenerator method)
(skmultiflow.drift_detection.ADWIN method)
(skmultiflow.drift_detection.DDM method)
(skmultiflow.drift_detection.EDDM method)
(skmultiflow.drift_detection.HDDM_A method)
(skmultiflow.drift_detection.HDDM_W method)
(skmultiflow.drift_detection.KSWIN method)
(skmultiflow.drift_detection.PageHinkley method)
(skmultiflow.evaluation.EvaluateHoldout method)
(skmultiflow.evaluation.EvaluatePrequential method)
(skmultiflow.evaluation.EvaluatePrequentialDelayed method)
(skmultiflow.lazy.KNNADWINClassifier method)
(skmultiflow.lazy.KNNClassifier method)
(skmultiflow.lazy.KNNRegressor method)
(skmultiflow.lazy.SAMKNNClassifier method)
(skmultiflow.meta.AccuracyWeightedEnsembleClassifier method)
(skmultiflow.meta.AdaptiveRandomForestClassifier method)
(skmultiflow.meta.AdaptiveRandomForestRegressor method)
(skmultiflow.meta.AdditiveExpertEnsembleClassifier method)
(skmultiflow.meta.BatchIncrementalClassifier method)
(skmultiflow.meta.ClassifierChain method)
(skmultiflow.meta.DynamicWeightedMajorityClassifier method)
(skmultiflow.meta.LearnPPClassifier method)
(skmultiflow.meta.LearnPPNSEClassifier method)
(skmultiflow.meta.LeveragingBaggingClassifier method)
(skmultiflow.meta.MonteCarloClassifierChain method)
(skmultiflow.meta.MultiOutputLearner method)
(skmultiflow.meta.OnlineAdaC2Classifier method)
(skmultiflow.meta.OnlineBoostingClassifier method)
(skmultiflow.meta.OnlineCSB2Classifier method)
(skmultiflow.meta.OnlineRUSBoostClassifier method)
(skmultiflow.meta.OnlineSMOTEBaggingClassifier method)
(skmultiflow.meta.OnlineUnderOverBaggingClassifier method)
(skmultiflow.meta.OzaBaggingADWINClassifier method)
(skmultiflow.meta.OzaBaggingClassifier method)
(skmultiflow.meta.ProbabilisticClassifierChain method)
(skmultiflow.meta.RegressorChain method)
(skmultiflow.meta.StreamingRandomPatchesClassifier method)
(skmultiflow.neural_networks.PerceptronMask method)
(skmultiflow.prototype.RobustSoftLearningVectorQuantization method)
(skmultiflow.rules.VeryFastDecisionRulesClassifier method)
(skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule method)
(skmultiflow.transform.MissingValuesCleaner method)
(skmultiflow.transform.OneHotToCategorical method)
(skmultiflow.transform.WindowedMinmaxScaler method)
(skmultiflow.transform.WindowedStandardScaler method)
(skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
get_rule() (skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule method)
get_rules_description() (skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
get_votes_for_instance() (skmultiflow.rules.VeryFastDecisionRulesClassifier method)
(skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
get_weight_seen() (skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule method)
get_weights_for_instance() (skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
H
HalfSpaceTrees (class in skmultiflow.anomaly_detection)
has_more_samples() (skmultiflow.data.AGRAWALGenerator method)
(skmultiflow.data.AnomalySineGenerator method)
(skmultiflow.data.base_stream.Stream method)
(skmultiflow.data.ConceptDriftStream method)
(skmultiflow.data.DataStream method)
(skmultiflow.data.FileStream method)
(skmultiflow.data.HyperplaneGenerator method)
(skmultiflow.data.LEDGenerator method)
(skmultiflow.data.LEDGeneratorDrift method)
(skmultiflow.data.MIXEDGenerator method)
(skmultiflow.data.MultilabelGenerator method)
(skmultiflow.data.RandomRBFGenerator method)
(skmultiflow.data.RandomRBFGeneratorDrift method)
(skmultiflow.data.RandomTreeGenerator method)
(skmultiflow.data.RegressionGenerator method)
(skmultiflow.data.SEAGenerator method)
(skmultiflow.data.SineGenerator method)
(skmultiflow.data.STAGGERGenerator method)
(skmultiflow.data.TemporalDataStream method)
(skmultiflow.data.WaveformGenerator method)
has_noise() (skmultiflow.data.LEDGenerator property)
(skmultiflow.data.LEDGeneratorDrift property)
(skmultiflow.data.SineGenerator property)
(skmultiflow.data.WaveformGenerator property)
HDDM_A (class in skmultiflow.drift_detection)
HDDM_W (class in skmultiflow.drift_detection)
HoeffdingAdaptiveTreeClassifier (class in skmultiflow.trees)
HoeffdingAdaptiveTreeRegressor (class in skmultiflow.trees)
HoeffdingTreeClassifier (class in skmultiflow.trees)
HoeffdingTreeRegressor (class in skmultiflow.trees)
HyperplaneGenerator (class in skmultiflow.data)
I
initialise_work_space() (skmultiflow.anomaly_detection.HalfSpaceTrees method)
is_restartable() (skmultiflow.data.AGRAWALGenerator method)
(skmultiflow.data.AnomalySineGenerator method)
(skmultiflow.data.base_stream.Stream method)
(skmultiflow.data.ConceptDriftStream method)
(skmultiflow.data.DataStream method)
(skmultiflow.data.FileStream method)
(skmultiflow.data.HyperplaneGenerator method)
(skmultiflow.data.LEDGenerator method)
(skmultiflow.data.LEDGeneratorDrift method)
(skmultiflow.data.MIXEDGenerator method)
(skmultiflow.data.MultilabelGenerator method)
(skmultiflow.data.RandomRBFGenerator method)
(skmultiflow.data.RandomRBFGeneratorDrift method)
(skmultiflow.data.RandomTreeGenerator method)
(skmultiflow.data.RegressionGenerator method)
(skmultiflow.data.SEAGenerator method)
(skmultiflow.data.SineGenerator method)
(skmultiflow.data.STAGGERGenerator method)
(skmultiflow.data.TemporalDataStream method)
(skmultiflow.data.WaveformGenerator method)
iSOUPTreeRegressor (class in skmultiflow.trees)
K
KNNADWINClassifier (class in skmultiflow.lazy)
KNNClassifier (class in skmultiflow.lazy)
KNNRegressor (class in skmultiflow.lazy)
KSWIN (class in skmultiflow.drift_detection)
L
LabelCombinationHoeffdingTreeClassifier (class in skmultiflow.trees)
last_sample() (skmultiflow.data.AGRAWALGenerator method)
(skmultiflow.data.AnomalySineGenerator method)
(skmultiflow.data.base_stream.Stream method)
(skmultiflow.data.ConceptDriftStream method)
(skmultiflow.data.DataStream method)
(skmultiflow.data.FileStream method)
(skmultiflow.data.HyperplaneGenerator method)
(skmultiflow.data.LEDGenerator method)
(skmultiflow.data.LEDGeneratorDrift method)
(skmultiflow.data.MIXEDGenerator method)
(skmultiflow.data.MultilabelGenerator method)
(skmultiflow.data.RandomRBFGenerator method)
(skmultiflow.data.RandomRBFGeneratorDrift method)
(skmultiflow.data.RandomTreeGenerator method)
(skmultiflow.data.RegressionGenerator method)
(skmultiflow.data.SEAGenerator method)
(skmultiflow.data.SineGenerator method)
(skmultiflow.data.STAGGERGenerator method)
(skmultiflow.data.TemporalDataStream method)
(skmultiflow.data.WaveformGenerator method)
learn_from_instance() (skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule method)
LearnPPClassifier (class in skmultiflow.meta)
LearnPPNSEClassifier (class in skmultiflow.meta)
LEDGenerator (class in skmultiflow.data)
LEDGeneratorDrift (class in skmultiflow.data)
LeveragingBaggingClassifier (class in skmultiflow.meta)
M
mag_change() (skmultiflow.data.HyperplaneGenerator property)
measure_byte_size() (skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
measure_tree_depth() (skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
MetaEstimatorMixin (class in skmultiflow.core)
MissingValuesCleaner (class in skmultiflow.transform)
MIXEDGenerator (class in skmultiflow.data)
module
skmultiflow.anomaly_detection
skmultiflow.bayes
skmultiflow.core
skmultiflow.data
skmultiflow.drift_detection
skmultiflow.evaluation
skmultiflow.lazy
skmultiflow.meta
skmultiflow.neural_networks
skmultiflow.prototype
skmultiflow.rules
skmultiflow.transform
skmultiflow.trees
MonteCarloClassifierChain (class in skmultiflow.meta)
MultilabelGenerator (class in skmultiflow.data)
MultiOutputLearner (class in skmultiflow.meta)
MultiOutputMixin (class in skmultiflow.core)
N
n_cat_features() (skmultiflow.data.AGRAWALGenerator property)
(skmultiflow.data.AnomalySineGenerator property)
(skmultiflow.data.base_stream.Stream property)
(skmultiflow.data.ConceptDriftStream property)
(skmultiflow.data.DataStream property)
(skmultiflow.data.FileStream property)
(skmultiflow.data.HyperplaneGenerator property)
(skmultiflow.data.LEDGenerator property)
(skmultiflow.data.LEDGeneratorDrift property)
(skmultiflow.data.MIXEDGenerator property)
(skmultiflow.data.MultilabelGenerator property)
(skmultiflow.data.RandomRBFGenerator property)
(skmultiflow.data.RandomRBFGeneratorDrift property)
(skmultiflow.data.RandomTreeGenerator property)
(skmultiflow.data.RegressionGenerator property)
(skmultiflow.data.SEAGenerator property)
(skmultiflow.data.SineGenerator property)
(skmultiflow.data.STAGGERGenerator property)
(skmultiflow.data.TemporalDataStream property)
(skmultiflow.data.WaveformGenerator property)
n_drift_features() (skmultiflow.data.HyperplaneGenerator property)
n_features() (skmultiflow.data.AGRAWALGenerator property)
(skmultiflow.data.AnomalySineGenerator property)
(skmultiflow.data.base_stream.Stream property)
(skmultiflow.data.ConceptDriftStream property)
(skmultiflow.data.DataStream property)
(skmultiflow.data.FileStream property)
(skmultiflow.data.HyperplaneGenerator property)
(skmultiflow.data.LEDGenerator property)
(skmultiflow.data.LEDGeneratorDrift property)
(skmultiflow.data.MIXEDGenerator property)
(skmultiflow.data.MultilabelGenerator property)
(skmultiflow.data.RandomRBFGenerator property)
(skmultiflow.data.RandomRBFGeneratorDrift property)
(skmultiflow.data.RandomTreeGenerator property)
(skmultiflow.data.RegressionGenerator property)
(skmultiflow.data.SEAGenerator property)
(skmultiflow.data.SineGenerator property)
(skmultiflow.data.STAGGERGenerator property)
(skmultiflow.data.TemporalDataStream property)
(skmultiflow.data.WaveformGenerator property)
n_num_features() (skmultiflow.data.AGRAWALGenerator property)
(skmultiflow.data.AnomalySineGenerator property)
(skmultiflow.data.base_stream.Stream property)
(skmultiflow.data.ConceptDriftStream property)
(skmultiflow.data.DataStream property)
(skmultiflow.data.FileStream property)
(skmultiflow.data.HyperplaneGenerator property)
(skmultiflow.data.LEDGenerator property)
(skmultiflow.data.LEDGeneratorDrift property)
(skmultiflow.data.MIXEDGenerator property)
(skmultiflow.data.MultilabelGenerator property)
(skmultiflow.data.RandomRBFGenerator property)
(skmultiflow.data.RandomRBFGeneratorDrift property)
(skmultiflow.data.RandomTreeGenerator property)
(skmultiflow.data.RegressionGenerator property)
(skmultiflow.data.SEAGenerator property)
(skmultiflow.data.SineGenerator property)
(skmultiflow.data.STAGGERGenerator property)
(skmultiflow.data.TemporalDataStream property)
(skmultiflow.data.WaveformGenerator property)
n_remaining_samples() (skmultiflow.data.AGRAWALGenerator method)
(skmultiflow.data.AnomalySineGenerator method)
(skmultiflow.data.base_stream.Stream method)
(skmultiflow.data.ConceptDriftStream method)
(skmultiflow.data.DataStream method)
(skmultiflow.data.FileStream method)
(skmultiflow.data.HyperplaneGenerator method)
(skmultiflow.data.LEDGenerator method)
(skmultiflow.data.LEDGeneratorDrift method)
(skmultiflow.data.MIXEDGenerator method)
(skmultiflow.data.MultilabelGenerator method)
(skmultiflow.data.RandomRBFGenerator method)
(skmultiflow.data.RandomRBFGeneratorDrift method)
(skmultiflow.data.RandomTreeGenerator method)
(skmultiflow.data.RegressionGenerator method)
(skmultiflow.data.SEAGenerator method)
(skmultiflow.data.SineGenerator method)
(skmultiflow.data.STAGGERGenerator method)
(skmultiflow.data.TemporalDataStream method)
(skmultiflow.data.WaveformGenerator method)
n_targets() (skmultiflow.data.AGRAWALGenerator property)
(skmultiflow.data.AnomalySineGenerator property)
(skmultiflow.data.base_stream.Stream property)
(skmultiflow.data.ConceptDriftStream property)
(skmultiflow.data.DataStream property)
(skmultiflow.data.FileStream property)
(skmultiflow.data.HyperplaneGenerator property)
(skmultiflow.data.LEDGenerator property)
(skmultiflow.data.LEDGeneratorDrift property)
(skmultiflow.data.MIXEDGenerator property)
(skmultiflow.data.MultilabelGenerator property)
(skmultiflow.data.RandomRBFGenerator property)
(skmultiflow.data.RandomRBFGeneratorDrift property)
(skmultiflow.data.RandomTreeGenerator property)
(skmultiflow.data.RegressionGenerator property)
(skmultiflow.data.SEAGenerator property)
(skmultiflow.data.SineGenerator property)
(skmultiflow.data.STAGGERGenerator property)
(skmultiflow.data.TemporalDataStream property)
(skmultiflow.data.WaveformGenerator property)
NaiveBayes (class in skmultiflow.bayes)
named_steps() (skmultiflow.core.Pipeline method)
new_rule() (skmultiflow.rules.VeryFastDecisionRulesClassifier method)
new_split_node() (skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
next_sample() (skmultiflow.data.AGRAWALGenerator method)
(skmultiflow.data.AnomalySineGenerator method)
(skmultiflow.data.base_stream.Stream method)
(skmultiflow.data.ConceptDriftStream method)
(skmultiflow.data.DataStream method)
(skmultiflow.data.FileStream method)
(skmultiflow.data.HyperplaneGenerator method)
(skmultiflow.data.LEDGenerator method)
(skmultiflow.data.LEDGeneratorDrift method)
(skmultiflow.data.MIXEDGenerator method)
(skmultiflow.data.MultilabelGenerator method)
(skmultiflow.data.RandomRBFGenerator method)
(skmultiflow.data.RandomRBFGeneratorDrift method)
(skmultiflow.data.RandomTreeGenerator method)
(skmultiflow.data.RegressionGenerator method)
(skmultiflow.data.SEAGenerator method)
(skmultiflow.data.SineGenerator method)
(skmultiflow.data.STAGGERGenerator method)
(skmultiflow.data.TemporalDataStream method)
(skmultiflow.data.WaveformGenerator method)
noise_percentage() (skmultiflow.data.HyperplaneGenerator property)
(skmultiflow.data.LEDGenerator property)
(skmultiflow.data.LEDGeneratorDrift property)
(skmultiflow.data.SEAGenerator property)
normalize_sample() (skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
normalize_target_value() (skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
O
observed_class_distribution() (skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule property)
OneHotToCategorical (class in skmultiflow.transform)
OnlineAdaC2Classifier (class in skmultiflow.meta)
OnlineBoostingClassifier (class in skmultiflow.meta)
OnlineCSB2Classifier (class in skmultiflow.meta)
OnlineRUSBoostClassifier (class in skmultiflow.meta)
OnlineSMOTEBaggingClassifier (class in skmultiflow.meta)
OnlineUnderOverBaggingClassifier (class in skmultiflow.meta)
OzaBaggingADWINClassifier (class in skmultiflow.meta)
OzaBaggingClassifier (class in skmultiflow.meta)
P
PageHinkley (class in skmultiflow.drift_detection)
partial_fit() (skmultiflow.anomaly_detection.HalfSpaceTrees method)
(skmultiflow.bayes.NaiveBayes method)
(skmultiflow.core.ClassifierMixin method)
(skmultiflow.core.Pipeline method)
(skmultiflow.core.RegressorMixin method)
(skmultiflow.evaluation.EvaluateHoldout method)
(skmultiflow.evaluation.EvaluatePrequential method)
(skmultiflow.evaluation.EvaluatePrequentialDelayed method)
(skmultiflow.lazy.KNNADWINClassifier method)
(skmultiflow.lazy.KNNClassifier method)
(skmultiflow.lazy.KNNRegressor method)
(skmultiflow.lazy.SAMKNNClassifier method)
(skmultiflow.meta.AccuracyWeightedEnsembleClassifier method)
(skmultiflow.meta.AdaptiveRandomForestClassifier method)
(skmultiflow.meta.AdaptiveRandomForestRegressor method)
(skmultiflow.meta.AdditiveExpertEnsembleClassifier method)
(skmultiflow.meta.BatchIncrementalClassifier method)
(skmultiflow.meta.ClassifierChain method)
(skmultiflow.meta.DynamicWeightedMajorityClassifier method)
(skmultiflow.meta.LearnPPClassifier method)
(skmultiflow.meta.LearnPPNSEClassifier method)
(skmultiflow.meta.LeveragingBaggingClassifier method)
(skmultiflow.meta.MonteCarloClassifierChain method)
(skmultiflow.meta.MultiOutputLearner method)
(skmultiflow.meta.OnlineAdaC2Classifier method)
(skmultiflow.meta.OnlineBoostingClassifier method)
(skmultiflow.meta.OnlineCSB2Classifier method)
(skmultiflow.meta.OnlineRUSBoostClassifier method)
(skmultiflow.meta.OnlineSMOTEBaggingClassifier method)
(skmultiflow.meta.OnlineUnderOverBaggingClassifier method)
(skmultiflow.meta.OzaBaggingADWINClassifier method)
(skmultiflow.meta.OzaBaggingClassifier method)
(skmultiflow.meta.ProbabilisticClassifierChain method)
(skmultiflow.meta.RegressorChain method)
(skmultiflow.meta.StreamingRandomPatchesClassifier method)
(skmultiflow.neural_networks.PerceptronMask method)
(skmultiflow.prototype.RobustSoftLearningVectorQuantization method)
(skmultiflow.rules.VeryFastDecisionRulesClassifier method)
(skmultiflow.transform.MissingValuesCleaner method)
(skmultiflow.transform.OneHotToCategorical method)
(skmultiflow.transform.WindowedMinmaxScaler method)
(skmultiflow.transform.WindowedStandardScaler method)
(skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
partial_fit_predict() (skmultiflow.core.Pipeline method)
partial_fit_transform() (skmultiflow.core.Pipeline method)
(skmultiflow.transform.MissingValuesCleaner method)
(skmultiflow.transform.OneHotToCategorical method)
(skmultiflow.transform.WindowedMinmaxScaler method)
(skmultiflow.transform.WindowedStandardScaler method)
PerceptronMask (class in skmultiflow.neural_networks)
perturbation() (skmultiflow.data.AGRAWALGenerator property)
Pipeline (class in skmultiflow.core)
predict() (skmultiflow.anomaly_detection.HalfSpaceTrees method)
(skmultiflow.bayes.NaiveBayes method)
(skmultiflow.core.ClassifierMixin method)
(skmultiflow.core.Pipeline method)
(skmultiflow.core.RegressorMixin method)
(skmultiflow.evaluation.EvaluateHoldout method)
(skmultiflow.evaluation.EvaluatePrequential method)
(skmultiflow.evaluation.EvaluatePrequentialDelayed method)
(skmultiflow.lazy.KNNADWINClassifier method)
(skmultiflow.lazy.KNNClassifier method)
(skmultiflow.lazy.KNNRegressor method)
(skmultiflow.lazy.SAMKNNClassifier method)
(skmultiflow.meta.AccuracyWeightedEnsembleClassifier method)
(skmultiflow.meta.AdaptiveRandomForestClassifier method)
(skmultiflow.meta.AdaptiveRandomForestRegressor method)
(skmultiflow.meta.AdditiveExpertEnsembleClassifier method)
(skmultiflow.meta.BatchIncrementalClassifier method)
(skmultiflow.meta.ClassifierChain method)
(skmultiflow.meta.DynamicWeightedMajorityClassifier method)
(skmultiflow.meta.LearnPPClassifier method)
(skmultiflow.meta.LearnPPNSEClassifier method)
(skmultiflow.meta.LeveragingBaggingClassifier method)
(skmultiflow.meta.MonteCarloClassifierChain method)
(skmultiflow.meta.MultiOutputLearner method)
(skmultiflow.meta.OnlineAdaC2Classifier method)
(skmultiflow.meta.OnlineBoostingClassifier method)
(skmultiflow.meta.OnlineCSB2Classifier method)
(skmultiflow.meta.OnlineRUSBoostClassifier method)
(skmultiflow.meta.OnlineSMOTEBaggingClassifier method)
(skmultiflow.meta.OnlineUnderOverBaggingClassifier method)
(skmultiflow.meta.OzaBaggingADWINClassifier method)
(skmultiflow.meta.OzaBaggingClassifier method)
(skmultiflow.meta.ProbabilisticClassifierChain method)
(skmultiflow.meta.RegressorChain method)
(skmultiflow.meta.StreamingRandomPatchesClassifier method)
(skmultiflow.neural_networks.PerceptronMask method)
(skmultiflow.prototype.RobustSoftLearningVectorQuantization method)
(skmultiflow.rules.VeryFastDecisionRulesClassifier method)
(skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule method)
(skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
predict_binary_proba() (skmultiflow.meta.LeveragingBaggingClassifier method)
predict_proba() (skmultiflow.anomaly_detection.HalfSpaceTrees method)
(skmultiflow.bayes.NaiveBayes method)
(skmultiflow.core.ClassifierMixin method)
(skmultiflow.core.RegressorMixin method)
(skmultiflow.lazy.KNNADWINClassifier method)
(skmultiflow.lazy.KNNClassifier method)
(skmultiflow.lazy.KNNRegressor method)
(skmultiflow.lazy.SAMKNNClassifier method)
(skmultiflow.meta.AccuracyWeightedEnsembleClassifier method)
(skmultiflow.meta.AdaptiveRandomForestClassifier method)
(skmultiflow.meta.AdaptiveRandomForestRegressor method)
(skmultiflow.meta.AdditiveExpertEnsembleClassifier method)
(skmultiflow.meta.BatchIncrementalClassifier method)
(skmultiflow.meta.ClassifierChain method)
(skmultiflow.meta.DynamicWeightedMajorityClassifier method)
(skmultiflow.meta.LearnPPClassifier method)
(skmultiflow.meta.LearnPPNSEClassifier method)
(skmultiflow.meta.LeveragingBaggingClassifier method)
(skmultiflow.meta.MonteCarloClassifierChain method)
(skmultiflow.meta.MultiOutputLearner method)
(skmultiflow.meta.OnlineAdaC2Classifier method)
(skmultiflow.meta.OnlineBoostingClassifier method)
(skmultiflow.meta.OnlineCSB2Classifier method)
(skmultiflow.meta.OnlineRUSBoostClassifier method)
(skmultiflow.meta.OnlineSMOTEBaggingClassifier method)
(skmultiflow.meta.OnlineUnderOverBaggingClassifier method)
(skmultiflow.meta.OzaBaggingADWINClassifier method)
(skmultiflow.meta.OzaBaggingClassifier method)
(skmultiflow.meta.ProbabilisticClassifierChain method)
(skmultiflow.meta.RegressorChain method)
(skmultiflow.meta.StreamingRandomPatchesClassifier method)
(skmultiflow.neural_networks.PerceptronMask method)
(skmultiflow.prototype.RobustSoftLearningVectorQuantization method)
(skmultiflow.rules.VeryFastDecisionRulesClassifier method)
(skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
prepare_for_use() (skmultiflow.data.AGRAWALGenerator static method)
(skmultiflow.data.AnomalySineGenerator static method)
(skmultiflow.data.base_stream.Stream static method)
(skmultiflow.data.ConceptDriftStream static method)
(skmultiflow.data.DataStream static method)
(skmultiflow.data.FileStream static method)
(skmultiflow.data.HyperplaneGenerator static method)
(skmultiflow.data.LEDGenerator static method)
(skmultiflow.data.LEDGeneratorDrift static method)
(skmultiflow.data.MIXEDGenerator static method)
(skmultiflow.data.MultilabelGenerator static method)
(skmultiflow.data.RandomRBFGenerator static method)
(skmultiflow.data.RandomRBFGeneratorDrift static method)
(skmultiflow.data.RandomTreeGenerator static method)
(skmultiflow.data.RegressionGenerator static method)
(skmultiflow.data.SEAGenerator static method)
(skmultiflow.data.SineGenerator static method)
(skmultiflow.data.STAGGERGenerator static method)
(skmultiflow.data.TemporalDataStream static method)
(skmultiflow.data.WaveformGenerator static method)
print_df() (skmultiflow.data.DataStream method)
(skmultiflow.data.TemporalDataStream method)
ProbabilisticClassifierChain (class in skmultiflow.meta)
prototypes() (skmultiflow.prototype.RobustSoftLearningVectorQuantization property)
prototypes_classes() (skmultiflow.prototype.RobustSoftLearningVectorQuantization property)
R
RandomRBFGenerator (class in skmultiflow.data)
RandomRBFGeneratorDrift (class in skmultiflow.data)
RandomTreeGenerator (class in skmultiflow.data)
RegressionGenerator (class in skmultiflow.data)
RegressorChain (class in skmultiflow.meta)
RegressorMixin (class in skmultiflow.core)
reset() (skmultiflow.anomaly_detection.HalfSpaceTrees method)
(skmultiflow.bayes.NaiveBayes method)
(skmultiflow.core.BaseSKMObject method)
(skmultiflow.core.Pipeline method)
(skmultiflow.data.AGRAWALGenerator method)
(skmultiflow.data.AnomalySineGenerator method)
(skmultiflow.data.base_stream.Stream method)
(skmultiflow.data.ConceptDriftStream method)
(skmultiflow.data.DataStream method)
(skmultiflow.data.FileStream method)
(skmultiflow.data.HyperplaneGenerator method)
(skmultiflow.data.LEDGenerator method)
(skmultiflow.data.LEDGeneratorDrift method)
(skmultiflow.data.MIXEDGenerator method)
(skmultiflow.data.MultilabelGenerator method)
(skmultiflow.data.RandomRBFGenerator method)
(skmultiflow.data.RandomRBFGeneratorDrift method)
(skmultiflow.data.RandomTreeGenerator method)
(skmultiflow.data.RegressionGenerator method)
(skmultiflow.data.SEAGenerator method)
(skmultiflow.data.SineGenerator method)
(skmultiflow.data.STAGGERGenerator method)
(skmultiflow.data.TemporalDataStream method)
(skmultiflow.data.WaveformGenerator method)
(skmultiflow.drift_detection.ADWIN method)
(skmultiflow.drift_detection.DDM method)
(skmultiflow.drift_detection.EDDM method)
(skmultiflow.drift_detection.HDDM_A method)
(skmultiflow.drift_detection.HDDM_W method)
(skmultiflow.drift_detection.KSWIN method)
(skmultiflow.drift_detection.PageHinkley method)
(skmultiflow.evaluation.EvaluateHoldout method)
(skmultiflow.evaluation.EvaluatePrequential method)
(skmultiflow.evaluation.EvaluatePrequentialDelayed method)
(skmultiflow.lazy.KNNADWINClassifier method)
(skmultiflow.lazy.KNNClassifier method)
(skmultiflow.lazy.KNNRegressor method)
(skmultiflow.lazy.SAMKNNClassifier method)
(skmultiflow.meta.AccuracyWeightedEnsembleClassifier method)
(skmultiflow.meta.AdaptiveRandomForestClassifier method)
(skmultiflow.meta.AdaptiveRandomForestRegressor method)
(skmultiflow.meta.AdditiveExpertEnsembleClassifier method)
(skmultiflow.meta.BatchIncrementalClassifier method)
(skmultiflow.meta.ClassifierChain method)
(skmultiflow.meta.DynamicWeightedMajorityClassifier method)
(skmultiflow.meta.LearnPPClassifier method)
(skmultiflow.meta.LearnPPNSEClassifier method)
(skmultiflow.meta.LeveragingBaggingClassifier method)
(skmultiflow.meta.MonteCarloClassifierChain method)
(skmultiflow.meta.MultiOutputLearner method)
(skmultiflow.meta.OnlineAdaC2Classifier method)
(skmultiflow.meta.OnlineBoostingClassifier method)
(skmultiflow.meta.OnlineCSB2Classifier method)
(skmultiflow.meta.OnlineRUSBoostClassifier method)
(skmultiflow.meta.OnlineSMOTEBaggingClassifier method)
(skmultiflow.meta.OnlineUnderOverBaggingClassifier method)
(skmultiflow.meta.OzaBaggingADWINClassifier method)
(skmultiflow.meta.OzaBaggingClassifier method)
(skmultiflow.meta.ProbabilisticClassifierChain method)
(skmultiflow.meta.RegressorChain method)
(skmultiflow.meta.StreamingRandomPatchesClassifier method)
(skmultiflow.neural_networks.PerceptronMask method)
(skmultiflow.prototype.RobustSoftLearningVectorQuantization method)
(skmultiflow.rules.VeryFastDecisionRulesClassifier method)
(skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule method)
(skmultiflow.transform.MissingValuesCleaner method)
(skmultiflow.transform.OneHotToCategorical method)
(skmultiflow.transform.WindowedMinmaxScaler method)
(skmultiflow.transform.WindowedStandardScaler method)
(skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
restart() (skmultiflow.data.AGRAWALGenerator method)
(skmultiflow.data.AnomalySineGenerator method)
(skmultiflow.data.base_stream.Stream method)
(skmultiflow.data.ConceptDriftStream method)
(skmultiflow.data.DataStream method)
(skmultiflow.data.FileStream method)
(skmultiflow.data.HyperplaneGenerator method)
(skmultiflow.data.LEDGenerator method)
(skmultiflow.data.LEDGeneratorDrift method)
(skmultiflow.data.MIXEDGenerator method)
(skmultiflow.data.MultilabelGenerator method)
(skmultiflow.data.RandomRBFGenerator method)
(skmultiflow.data.RandomRBFGeneratorDrift method)
(skmultiflow.data.RandomTreeGenerator method)
(skmultiflow.data.RegressionGenerator method)
(skmultiflow.data.SEAGenerator method)
(skmultiflow.data.SineGenerator method)
(skmultiflow.data.STAGGERGenerator method)
(skmultiflow.data.TemporalDataStream method)
(skmultiflow.data.WaveformGenerator method)
(skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule method)
RobustSoftLearningVectorQuantization (class in skmultiflow.prototype)
S
SAMKNNClassifier (class in skmultiflow.lazy)
sample() (skmultiflow.meta.MonteCarloClassifierChain method)
score() (skmultiflow.anomaly_detection.HalfSpaceTrees method)
(skmultiflow.bayes.NaiveBayes method)
(skmultiflow.core.ClassifierMixin method)
(skmultiflow.core.RegressorMixin method)
(skmultiflow.lazy.KNNADWINClassifier method)
(skmultiflow.lazy.KNNClassifier method)
(skmultiflow.lazy.KNNRegressor method)
(skmultiflow.lazy.SAMKNNClassifier method)
(skmultiflow.meta.AccuracyWeightedEnsembleClassifier method)
(skmultiflow.meta.AdaptiveRandomForestClassifier method)
(skmultiflow.meta.AdaptiveRandomForestRegressor method)
(skmultiflow.meta.AdditiveExpertEnsembleClassifier method)
(skmultiflow.meta.BatchIncrementalClassifier method)
(skmultiflow.meta.ClassifierChain method)
(skmultiflow.meta.DynamicWeightedMajorityClassifier method)
(skmultiflow.meta.LearnPPClassifier method)
(skmultiflow.meta.LearnPPNSEClassifier method)
(skmultiflow.meta.LeveragingBaggingClassifier method)
(skmultiflow.meta.MonteCarloClassifierChain method)
(skmultiflow.meta.MultiOutputLearner method)
(skmultiflow.meta.OnlineAdaC2Classifier method)
(skmultiflow.meta.OnlineBoostingClassifier method)
(skmultiflow.meta.OnlineCSB2Classifier method)
(skmultiflow.meta.OnlineRUSBoostClassifier method)
(skmultiflow.meta.OnlineSMOTEBaggingClassifier method)
(skmultiflow.meta.OnlineUnderOverBaggingClassifier method)
(skmultiflow.meta.OzaBaggingADWINClassifier method)
(skmultiflow.meta.OzaBaggingClassifier method)
(skmultiflow.meta.ProbabilisticClassifierChain method)
(skmultiflow.meta.RegressorChain method)
(skmultiflow.meta.StreamingRandomPatchesClassifier method)
(skmultiflow.neural_networks.PerceptronMask method)
(skmultiflow.prototype.RobustSoftLearningVectorQuantization method)
(skmultiflow.rules.VeryFastDecisionRulesClassifier method)
(skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
SEAGenerator (class in skmultiflow.data)
set_is_learning_phase_on() (skmultiflow.anomaly_detection.HalfSpaceTrees method)
set_params() (skmultiflow.anomaly_detection.HalfSpaceTrees method)
(skmultiflow.bayes.NaiveBayes method)
(skmultiflow.core.base.BaseEstimator method)
(skmultiflow.core.BaseSKMObject method)
(skmultiflow.core.Pipeline method)
(skmultiflow.data.AGRAWALGenerator method)
(skmultiflow.data.AnomalySineGenerator method)
(skmultiflow.data.base_stream.Stream method)
(skmultiflow.data.ConceptDriftStream method)
(skmultiflow.data.DataStream method)
(skmultiflow.data.FileStream method)
(skmultiflow.data.HyperplaneGenerator method)
(skmultiflow.data.LEDGenerator method)
(skmultiflow.data.LEDGeneratorDrift method)
(skmultiflow.data.MIXEDGenerator method)
(skmultiflow.data.MultilabelGenerator method)
(skmultiflow.data.RandomRBFGenerator method)
(skmultiflow.data.RandomRBFGeneratorDrift method)
(skmultiflow.data.RandomTreeGenerator method)
(skmultiflow.data.RegressionGenerator method)
(skmultiflow.data.SEAGenerator method)
(skmultiflow.data.SineGenerator method)
(skmultiflow.data.STAGGERGenerator method)
(skmultiflow.data.TemporalDataStream method)
(skmultiflow.data.WaveformGenerator method)
(skmultiflow.drift_detection.ADWIN method)
(skmultiflow.drift_detection.DDM method)
(skmultiflow.drift_detection.EDDM method)
(skmultiflow.drift_detection.HDDM_A method)
(skmultiflow.drift_detection.HDDM_W method)
(skmultiflow.drift_detection.KSWIN method)
(skmultiflow.drift_detection.PageHinkley method)
(skmultiflow.evaluation.EvaluateHoldout method)
(skmultiflow.evaluation.EvaluatePrequential method)
(skmultiflow.evaluation.EvaluatePrequentialDelayed method)
(skmultiflow.lazy.KNNADWINClassifier method)
(skmultiflow.lazy.KNNClassifier method)
(skmultiflow.lazy.KNNRegressor method)
(skmultiflow.lazy.SAMKNNClassifier method)
(skmultiflow.meta.AccuracyWeightedEnsembleClassifier method)
(skmultiflow.meta.AdaptiveRandomForestClassifier method)
(skmultiflow.meta.AdaptiveRandomForestRegressor method)
(skmultiflow.meta.AdditiveExpertEnsembleClassifier method)
(skmultiflow.meta.BatchIncrementalClassifier method)
(skmultiflow.meta.ClassifierChain method)
(skmultiflow.meta.DynamicWeightedMajorityClassifier method)
(skmultiflow.meta.LearnPPClassifier method)
(skmultiflow.meta.LearnPPNSEClassifier method)
(skmultiflow.meta.LeveragingBaggingClassifier method)
(skmultiflow.meta.MonteCarloClassifierChain method)
(skmultiflow.meta.MultiOutputLearner method)
(skmultiflow.meta.OnlineAdaC2Classifier method)
(skmultiflow.meta.OnlineBoostingClassifier method)
(skmultiflow.meta.OnlineCSB2Classifier method)
(skmultiflow.meta.OnlineRUSBoostClassifier method)
(skmultiflow.meta.OnlineSMOTEBaggingClassifier method)
(skmultiflow.meta.OnlineUnderOverBaggingClassifier method)
(skmultiflow.meta.OzaBaggingADWINClassifier method)
(skmultiflow.meta.OzaBaggingClassifier method)
(skmultiflow.meta.ProbabilisticClassifierChain method)
(skmultiflow.meta.RegressorChain method)
(skmultiflow.meta.StreamingRandomPatchesClassifier method)
(skmultiflow.neural_networks.PerceptronMask method)
(skmultiflow.prototype.RobustSoftLearningVectorQuantization method)
(skmultiflow.rules.VeryFastDecisionRulesClassifier method)
(skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule method)
(skmultiflow.transform.MissingValuesCleaner method)
(skmultiflow.transform.OneHotToCategorical method)
(skmultiflow.transform.WindowedMinmaxScaler method)
(skmultiflow.transform.WindowedStandardScaler method)
(skmultiflow.trees.ExtremelyFastDecisionTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeClassifier method)
(skmultiflow.trees.HoeffdingAdaptiveTreeRegressor method)
(skmultiflow.trees.HoeffdingTreeClassifier method)
(skmultiflow.trees.HoeffdingTreeRegressor method)
(skmultiflow.trees.iSOUPTreeRegressor method)
(skmultiflow.trees.LabelCombinationHoeffdingTreeClassifier method)
(skmultiflow.trees.StackedSingleTargetHoeffdingTreeRegressor method)
sigma_percentage() (skmultiflow.data.HyperplaneGenerator property)
SineGenerator (class in skmultiflow.data)
size_check_fade_out() (skmultiflow.lazy.SAMKNNClassifier method)
size_check_STMLTM() (skmultiflow.lazy.SAMKNNClassifier method)
skmultiflow.anomaly_detection
module
skmultiflow.bayes
module
skmultiflow.core
module
skmultiflow.data
module
skmultiflow.drift_detection
module
skmultiflow.evaluation
module
skmultiflow.lazy
module
skmultiflow.meta
module
skmultiflow.neural_networks
module
skmultiflow.prototype
module
skmultiflow.rules
module
skmultiflow.transform
module
skmultiflow.trees
module
StackedSingleTargetHoeffdingTreeRegressor (class in skmultiflow.trees)
STAGGERGenerator (class in skmultiflow.data)
Stream (class in skmultiflow.data.base_stream)
StreamingRandomPatchesClassifier (class in skmultiflow.meta)
T
target_idx() (skmultiflow.data.DataStream property)
(skmultiflow.data.FileStream property)
(skmultiflow.data.TemporalDataStream property)
target_names() (skmultiflow.data.AGRAWALGenerator property)
(skmultiflow.data.AnomalySineGenerator property)
(skmultiflow.data.base_stream.Stream property)
(skmultiflow.data.ConceptDriftStream property)
(skmultiflow.data.DataStream property)
(skmultiflow.data.FileStream property)
(skmultiflow.data.HyperplaneGenerator property)
(skmultiflow.data.LEDGenerator property)
(skmultiflow.data.LEDGeneratorDrift property)
(skmultiflow.data.MIXEDGenerator property)
(skmultiflow.data.MultilabelGenerator property)
(skmultiflow.data.RandomRBFGenerator property)
(skmultiflow.data.RandomRBFGeneratorDrift property)
(skmultiflow.data.RandomTreeGenerator property)
(skmultiflow.data.RegressionGenerator property)
(skmultiflow.data.SEAGenerator property)
(skmultiflow.data.SineGenerator property)
(skmultiflow.data.STAGGERGenerator property)
(skmultiflow.data.TemporalDataStream property)
(skmultiflow.data.WaveformGenerator property)
target_values() (skmultiflow.data.AGRAWALGenerator property)
(skmultiflow.data.AnomalySineGenerator property)
(skmultiflow.data.base_stream.Stream property)
(skmultiflow.data.ConceptDriftStream property)
(skmultiflow.data.DataStream property)
(skmultiflow.data.FileStream property)
(skmultiflow.data.HyperplaneGenerator property)
(skmultiflow.data.LEDGenerator property)
(skmultiflow.data.LEDGeneratorDrift property)
(skmultiflow.data.MIXEDGenerator property)
(skmultiflow.data.MultilabelGenerator property)
(skmultiflow.data.RandomRBFGenerator property)
(skmultiflow.data.RandomRBFGeneratorDrift property)
(skmultiflow.data.RandomTreeGenerator property)
(skmultiflow.data.RegressionGenerator property)
(skmultiflow.data.SEAGenerator property)
(skmultiflow.data.SineGenerator property)
(skmultiflow.data.STAGGERGenerator property)
(skmultiflow.data.TemporalDataStream property)
(skmultiflow.data.WaveformGenerator property)
TemporalDataStream (class in skmultiflow.data)
train_model() (skmultiflow.meta.AccuracyWeightedEnsembleClassifier static method)
transform() (skmultiflow.transform.MissingValuesCleaner method)
(skmultiflow.transform.OneHotToCategorical method)
(skmultiflow.transform.WindowedMinmaxScaler method)
(skmultiflow.transform.WindowedStandardScaler method)
U
update_mass() (skmultiflow.anomaly_detection.HalfSpaceTrees method)
update_models() (skmultiflow.anomaly_detection.HalfSpaceTrees method)
V
valid_metrics() (skmultiflow.lazy.KNNADWINClassifier static method)
(skmultiflow.lazy.KNNClassifier static method)
(skmultiflow.lazy.KNNRegressor static method)
VeryFastDecisionRulesClassifier (class in skmultiflow.rules)
VeryFastDecisionRulesClassifier.Rule (class in skmultiflow.rules)
W
WaveformGenerator (class in skmultiflow.data)
weight_seen_at_last_expand() (skmultiflow.rules.VeryFastDecisionRulesClassifier.Rule property)
weighted_max() (skmultiflow.rules.VeryFastDecisionRulesClassifier method)
weighted_sum() (skmultiflow.rules.VeryFastDecisionRulesClassifier method)
WindowedMinmaxScaler (class in skmultiflow.transform)
WindowedStandardScaler (class in skmultiflow.transform)
X
X() (skmultiflow.data.DataStream property)
(skmultiflow.data.TemporalDataStream property)
Y
y() (skmultiflow.data.DataStream property)
(skmultiflow.data.TemporalDataStream property)