Index

A | B | C | D | E | F | G | I | K | L | M | N | O | P | Q | R | S | T

A

add() (brew.base.Ensemble method)
add_classifiers() (brew.base.Ensemble method)
add_ensemble() (brew.base.Ensemble method)
agreement_measure() (in module brew.metrics.diversity.paired)
auc_score() (in module brew.metrics.evaluation)

B

Bagging (class in brew.generation)
(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)

C

calculate() (brew.metrics.diversity.base.Diversity method)
combine() (brew.combination.combiner.Combiner method)
Combiner (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.base)
double_fault_measure() (in module brew.metrics.diversity.paired)

E

Ensemble (class in brew.base)
EnsembleClassifier (class in brew.base)
entropy_measure_e() (in module brew.metrics.diversity.non_paired)
EPIC (class in brew.selection.pruning.epic)

F

fit() (brew.generation.Bagging method)
(brew.generation.RandomSubspace method)
(brew.generation.SmoteBagging method)
(brew.generation.bagging.Bagging method)
(brew.generation.base.PoolGenerator method)
(brew.generation.random_subspace.RandomSubspace method)
(brew.generation.smote_bagging.SmoteBagging method)
(brew.selection.pruning.epic.EPIC method)

G

get() (brew.selection.pruning.epic.EPIC method)
get_classes() (brew.base.Ensemble method)
get_neighbors() (brew.selection.dynamic.base.DCS method)

I

in_agreement() (brew.base.Ensemble method)

K

KNORA (class in brew.selection.dynamic.knora)
KNORA_ELIMINATE (class in brew.selection.dynamic.knora)
KNORA_UNION (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.lca)
LCA2 (class in brew.selection.dynamic.lca)

M

majority_vote_rule() (in module brew.combination.rules)
max_rule() (in module brew.combination.rules)
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.ola)
OLA2 (class in brew.selection.dynamic.ola)
output() (brew.base.Ensemble method)
output_simple() (brew.base.Ensemble method)

P

paired_metric_ensemble() (in module brew.metrics.diversity.paired)
PoolGenerator (class in brew.generation.base)
predict() (brew.base.EnsembleClassifier method)
(brew.generation.Bagging method)
(brew.generation.RandomSubspace method)
(brew.generation.SmoteBagging method)
(brew.generation.bagging.Bagging method)
(brew.generation.base.PoolGenerator method)
(brew.generation.random_subspace.RandomSubspace method)
(brew.generation.smote_bagging.SmoteBagging method)

Q

q_statistics() (in module brew.metrics.diversity.paired)

R

RandomSubspace (class in brew.generation)
(class in brew.generation.random_subspace)

S

select() (brew.selection.dynamic.base.DCS 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)
smote() (in module brew.preprocessing.smote)
smote_bootstrap_sample() (brew.generation.smote_bagging.SmoteBagging method)
(brew.generation.SmoteBagging method)
SmoteBagging (class in brew.generation)
(class in brew.generation.smote_bagging)
split_data() (in module brew.utils.data)

T

transform2votes() (in module brew.base)