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  • skactiveml.base
    • QueryStrategy
    • PoolQueryStrategy
    • SingleAnnotatorPoolQueryStrategy
    • MultiAnnotatorPoolQueryStrategy
    • BudgetManager
    • SingleAnnotatorStreamQueryStrategy
    • SkactivemlClassifier
    • ClassFrequencyEstimator
    • SkactivemlRegressor
    • ProbabilisticRegressor
    • SkorchMixin
  • skactiveml.pool
    • skactiveml.pool.multiannotator
      • IntervalEstimationThreshold
      • IntervalEstimationAnnotModel
      • SingleAnnotatorWrapper
    • skactiveml.pool.utils
      • IndexClassifierWrapper
    • RandomSampling
    • ProbabilisticAL
    • UncertaintySampling
    • EpistemicUncertaintySampling
    • ExpectedErrorReduction
    • MonteCarloEER
    • ValueOfInformationEER
    • QueryByCommittee
    • Quire
    • FourDs
    • CostEmbeddingAL
    • ExpectedModelChangeMaximization
    • ExpectedModelOutputChange
    • ExpectedModelVarianceReduction
    • KLDivergenceMaximization
    • GreedySamplingX
    • GreedySamplingTarget
    • DiscriminativeAL
    • BatchBALD
    • Clue
    • DropQuery
    • CoreSet
    • TypiClust
    • Badge
    • ProbCover
    • ContrastiveAL
    • GreedyBALD
    • RegressionTreeBasedAL
    • SubSamplingWrapper
    • ParallelUtilityEstimationWrapper
    • Falcun
    • MaxHerding
    • cost_reduction
    • uncertainty_scores
    • expected_average_precision
    • average_kl_divergence
    • vote_entropy
    • variation_ratios
    • batch_bald
    • k_greedy_center
  • skactiveml.stream
    • skactiveml.stream.budgetmanager
      • EstimatedBudgetZliobaite
      • FixedUncertaintyBudgetManager
      • VariableUncertaintyBudgetManager
      • SplitBudgetManager
      • BalancedIncrementalQuantileFilter
      • RandomVariableUncertaintyBudgetManager
      • DensityBasedSplitBudgetManager
      • RandomBudgetManager
    • StreamRandomSampling
    • PeriodicSampling
    • UncertaintyZliobaite
    • FixedUncertainty
    • VariableUncertainty
    • Split
    • StreamProbabilisticAL
    • RandomVariableUncertainty
    • StreamDensityBasedAL
    • CognitiveDualQueryStrategy
    • CognitiveDualQueryStrategyRan
    • CognitiveDualQueryStrategyRanVarUn
    • CognitiveDualQueryStrategyVarUn
    • CognitiveDualQueryStrategyFixUn
  • skactiveml.classifier
    • skactiveml.classifier.multiannotator
      • AnnotatorLogisticRegression
      • AnnotatorEnsembleClassifier
      • CrowdLayerClassifier
      • AnnotMixClassifier
    • ParzenWindowClassifier
    • MixtureModelClassifier
    • SklearnClassifier
    • SlidingWindowClassifier
    • SkorchClassifier
  • skactiveml.regressor
    • NICKernelRegressor
    • NadarayaWatsonRegressor
    • SklearnRegressor
    • SklearnNormalRegressor
    • SkorchRegressor
  • skactiveml.visualization
    • plot_utilities
    • plot_decision_boundary
    • plot_contour_for_samples
    • plot_annotator_utilities
    • plot_stream_training_data
    • plot_stream_decision_boundary
    • mesh
  • skactiveml.utils
    • ExtLabelEncoder
    • rand_argmax
    • rand_argmin
    • compute_vote_vectors
    • majority_vote
    • is_unlabeled
    • is_labeled
    • check_classes
    • check_missing_label
    • check_cost_matrix
    • check_scalar
    • check_classifier_params
    • check_X_y
    • check_random_state
    • call_func
    • match_signature
    • check_class_prior
    • ext_confusion_matrix
    • labeled_indices
    • unlabeled_indices
    • check_type
    • check_bound
    • check_equal_missing_label
    • check_budget_manager
    • check_indices
    • simple_batch
    • check_n_features
    • _check_callable
    • _check_forward_outputs
    • make_criterion_tuple_aware
  • skactiveml.exceptions
    • MappingError
  • API
  • skactiveml.pool
  • skactiveml.pool.utils

skactiveml.pool.utils#

Classes#

pool.utils.IndexClassifierWrapper

Classifier to simplify retraining classifiers in an active learning scenario.

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SingleAnnotatorWrapper

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IndexClassifierWrapper

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