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B
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C
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D
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E
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F
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G
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I
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M
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N
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O
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P
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Q
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R
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S
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T
A
acc_score() (in module brew.metrics.evaluation)
add() (brew.base.Ensemble method)
(brew.Ensemble method)
add_classifiers() (brew.base.Ensemble method)
(brew.Ensemble method)
add_ensemble() (brew.base.Ensemble method)
(brew.Ensemble method)
agreement_measure() (in module brew.metrics.diversity.paired)
APosteriori (class in brew.selection.dynamic)
apply() (brew.base.FeatureSubsamplingTransformer method)
(brew.base.Transformer method)
APriori (class in brew.selection.dynamic)
auc_score() (in module brew.metrics.evaluation)
B
Bagging (class in brew.generation)
(class in brew.generation.bagging)
BaggingSK (class in brew.generation.bagging)
brew (module)
brew.base (module)
brew.combination (module)
brew.combination.combiner (module)
brew.combination.rules (module)
brew.generation (module)
brew.generation.bagging (module)
brew.generation.base (module)
brew.generation.random_subspace (module)
brew.generation.smote_bagging (module)
brew.metrics (module)
brew.metrics.diversity (module)
brew.metrics.diversity.base (module)
brew.metrics.diversity.non_paired (module)
brew.metrics.diversity.paired (module)
brew.metrics.evaluation (module)
brew.preprocessing (module)
brew.preprocessing.smote (module)
brew.selection (module)
brew.selection.dynamic (module)
brew.selection.dynamic.base (module)
brew.selection.dynamic.knora (module)
brew.selection.dynamic.lca (module)
brew.selection.dynamic.ola (module)
brew.selection.pruning (module)
brew.selection.pruning.epic (module)
brew.utils (module)
brew.utils.data (module)
BrewClassifier (class in brew.base)
C
calculate() (brew.metrics.diversity.base.Diversity method)
(brew.metrics.diversity.Diversity method)
(brew.metrics.evaluation.Evaluator method)
combine() (brew.combination.Combiner method)
(brew.combination.combiner.Combiner method)
Combiner (class in brew.combination)
(class in brew.combination.combiner)
correlation_coefficient_p() (in module brew.metrics.diversity.paired)
D
DCS (class in brew.selection.dynamic.base)
disagreement_measure() (in module brew.metrics.diversity.paired)
Diversity (class in brew.metrics.diversity)
(class in brew.metrics.diversity.base)
double_fault_measure() (in module brew.metrics.diversity.paired)
DSKNN (class in brew.selection.dynamic)
E
Ensemble (class in brew)
(class in brew.base)
EnsembleClassifier (class in brew)
(class in brew.base)
entropy_measure_e() (in module brew.metrics.diversity.non_paired)
EPIC (class in brew.selection.pruning)
(class in brew.selection.pruning.epic)
Evaluator (class in brew.metrics.evaluation)
F
FeatureSubsamplingTransformer (class in brew.base)
fit() (brew.base.BrewClassifier method)
(brew.Ensemble method)
(brew.EnsembleClassifier method)
(brew.base.Ensemble method)
(brew.base.EnsembleClassifier method)
(brew.generation.Bagging method)
(brew.generation.RandomSubspace method)
(brew.generation.SmoteBagging method)
(brew.generation.bagging.Bagging method)
(brew.generation.bagging.BaggingSK method)
(brew.generation.base.PoolGenerator method)
(brew.generation.random_subspace.RandomSubspace method)
(brew.generation.smote_bagging.SmoteBagging method)
(brew.generation.smote_bagging.SmoteBaggingNew method)
(brew.selection.pruning.EPIC method)
(brew.selection.pruning.epic.EPIC method)
G
get() (brew.selection.pruning.EPIC method)
(brew.selection.pruning.epic.EPIC method)
get_classes() (brew.base.Ensemble method)
(brew.Ensemble method)
get_neighbors() (brew.selection.dynamic.base.DCS method)
I
in_agreement() (brew.base.Ensemble method)
(brew.Ensemble method)
K
KNORA (class in brew.selection.dynamic.knora)
KNORA_ELIMINATE (class in brew.selection.dynamic)
(class in brew.selection.dynamic.knora)
KNORA_UNION (class in brew.selection.dynamic)
(class in brew.selection.dynamic.knora)
kohavi_wolpert_variance() (in module brew.metrics.diversity.non_paired)
kuncheva_agreement_measure() (in module brew.metrics.diversity.paired)
kuncheva_correlation_coefficient_p() (in module brew.metrics.diversity.paired)
kuncheva_disagreement_measure() (in module brew.metrics.diversity.paired)
kuncheva_double_fault_measure() (in module brew.metrics.diversity.paired)
kuncheva_entropy_measure() (in module brew.metrics.diversity.non_paired)
kuncheva_kw() (in module brew.metrics.diversity.non_paired)
kuncheva_q_statistics() (in module brew.metrics.diversity.paired)
L
LCA (class in brew.selection.dynamic)
(class in brew.selection.dynamic.lca)
LCA2 (class in brew.selection.dynamic.lca)
M
majority_vote_rule() (in module brew.combination.rules)
max_rule() (in module brew.combination.rules)
MCB (class in brew.selection.dynamic)
mean_rule() (in module brew.combination.rules)
median_rule() (in module brew.combination.rules)
min_rule() (in module brew.combination.rules)
N
new_entropy() (in module brew.metrics.diversity.non_paired)
O
OLA (class in brew.selection.dynamic)
(class in brew.selection.dynamic.ola)
OLA2 (class in brew.selection.dynamic.ola)
oracle() (in module brew.base)
output() (brew.base.Ensemble method)
(brew.Ensemble method)
output_simple() (brew.base.Ensemble method)
(brew.Ensemble method)
P
paired_metric_ensemble() (in module brew.metrics.diversity.paired)
PoolGenerator (class in brew.generation.base)
predict() (brew.base.BrewClassifier method)
(brew.EnsembleClassifier method)
(brew.base.EnsembleClassifier method)
(brew.generation.Bagging method)
(brew.generation.RandomSubspace method)
(brew.generation.SmoteBagging method)
(brew.generation.bagging.Bagging method)
(brew.generation.bagging.BaggingSK method)
(brew.generation.base.PoolGenerator method)
(brew.generation.random_subspace.RandomSubspace method)
(brew.generation.smote_bagging.SmoteBagging method)
predict_proba() (brew.base.BrewClassifier method)
(brew.EnsembleClassifier method)
(brew.base.EnsembleClassifier method)
probabilities() (brew.selection.dynamic.APosteriori method)
(brew.selection.dynamic.APriori method)
Q
q_statistics() (in module brew.metrics.diversity.paired)
R
RandomSubspace (class in brew.generation)
(class in brew.generation.random_subspace)
S
score() (brew.base.EnsembleClassifier method)
(brew.EnsembleClassifier method)
select() (brew.selection.dynamic.base.DCS method)
(brew.selection.dynamic.DSKNN method)
(brew.selection.dynamic.KNORA_ELIMINATE method)
(brew.selection.dynamic.KNORA_UNION method)
(brew.selection.dynamic.LCA method)
(brew.selection.dynamic.MCB method)
(brew.selection.dynamic.OLA method)
(brew.selection.dynamic.knora.KNORA_ELIMINATE method)
(brew.selection.dynamic.knora.KNORA_UNION method)
(brew.selection.dynamic.lca.LCA method)
(brew.selection.dynamic.lca.LCA2 method)
(brew.selection.dynamic.ola.OLA method)
(brew.selection.dynamic.ola.OLA2 method)
single_best() (in module brew.base)
smote() (in module brew.preprocessing.smote)
smote_bootstrap_sample() (brew.generation.smote_bagging.SmoteBagging method)
(brew.generation.SmoteBagging method)
(brew.generation.smote_bagging.SmoteBaggingNew method)
SmoteBagging (class in brew.generation)
(class in brew.generation.smote_bagging)
SmoteBaggingNew (class in brew.generation.smote_bagging)
split_data() (in module brew.utils.data)
T
transform2votes() (in module brew.base)
Transformer (class in brew.base)
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