Index

A

anchor_transition_matrix() (in module bqlearn.metrics)

augment() (bqlearn.ea.EasyADAPT method)

B

background_noise_matrix() (in module bqlearn.corruptions.noise_matrices)

base_estimator_ (bqlearn.tradaboost.TrAdaBoostClassifier property) BiqualityBaseline (class in bqlearn.baseline)

D

decision_function() (bqlearn.baseline.BiqualityBaseline method) (bqlearn.density_ratio.IKMM method) (bqlearn.density_ratio.IPDR method) (bqlearn.density_ratio.KKMM method) (bqlearn.density_ratio.KPDR method) (bqlearn.ea.EasyADAPT method) (bqlearn.irbl.IRBL method) (bqlearn.irlnl.IRLNL method) (bqlearn.plugin.PluginCorrection method) (bqlearn.tradaboost.TrAdaBoostClassifier method) (bqlearn.unbiased.LossCorrection method) (bqlearn.unhinged.KernelUnhinged method) (bqlearn.unhinged.LinearUnhinged method)

E

EasyADAPT (class in bqlearn.ea)

F

feature_importances_ (bqlearn.tradaboost.TrAdaBoostClassifier property) fit() (bqlearn.baseline.BiqualityBaseline method) (bqlearn.density_ratio.IKMM method) (bqlearn.density_ratio.IPDR method) (bqlearn.density_ratio.KKMM method) (bqlearn.density_ratio.KPDR method) (bqlearn.ea.EasyADAPT method) (bqlearn.irbl.IRBL method) (bqlearn.irlnl.IRLNL method) (bqlearn.plugin.PluginCorrection method) (bqlearn.tradaboost.TrAdaBoostClassifier method) (bqlearn.unbiased.LossCorrection method) (bqlearn.unhinged.KernelUnhinged method) (bqlearn.unhinged.LinearUnhinged method)

flip_noise_matrix() (in module bqlearn.corruptions.noise_matrices)

G

get_params() (bqlearn.baseline.BiqualityBaseline method) (bqlearn.density_ratio.IKMM method) (bqlearn.density_ratio.IPDR method) (bqlearn.density_ratio.KKMM method) (bqlearn.density_ratio.KPDR method) (bqlearn.ea.EasyADAPT method) (bqlearn.irbl.IRBL method) (bqlearn.irlnl.IRLNL method) (bqlearn.plugin.PluginCorrection method) (bqlearn.tradaboost.TrAdaBoostClassifier method) (bqlearn.unbiased.LossCorrection method) (bqlearn.unhinged.KernelUnhinged method) (bqlearn.unhinged.LinearUnhinged method)

gold_transition_matrix() (in module bqlearn.metrics)

I

IKMM (class in bqlearn.density_ratio) IPDR (class in bqlearn.density_ratio)

IRBL (class in bqlearn.irbl) IRLNL (class in bqlearn.irlnl) iterative_anchor_transition_matrix() (in module bqlearn.metrics)

K

KernelUnhinged (class in bqlearn.unhinged)

KKMM (class in bqlearn.density_ratio) KPDR (class in bqlearn.density_ratio)

L

LinearUnhinged (class in bqlearn.unhinged)

LossCorrection (class in bqlearn.unbiased)

M

make_biquality_cv() (in module bqlearn.model_selection) make_cluster_imbalance() (in module bqlearn.corruptions) make_feature_dependent_label_noise() (in module bqlearn.corruptions) make_imbalance() (in module bqlearn.corruptions)

make_instance_dependent_label_noise() (in module bqlearn.corruptions) make_label_noise() (in module bqlearn.corruptions) make_sampling_biais() (in module bqlearn.corruptions) make_weak_labels() (in module bqlearn.corruptions)

N

noisy_leaves_probability() (in module bqlearn.corruptions)

P

PluginCorrection (class in bqlearn.plugin) predict() (bqlearn.baseline.BiqualityBaseline method) (bqlearn.density_ratio.IKMM method) (bqlearn.density_ratio.IPDR method) (bqlearn.density_ratio.KKMM method) (bqlearn.density_ratio.KPDR method) (bqlearn.ea.EasyADAPT method) (bqlearn.irbl.IRBL method) (bqlearn.irlnl.IRLNL method) (bqlearn.plugin.PluginCorrection method) (bqlearn.tradaboost.TrAdaBoostClassifier method) (bqlearn.unbiased.LossCorrection method) (bqlearn.unhinged.KernelUnhinged method) (bqlearn.unhinged.LinearUnhinged method) predict_log_proba() (bqlearn.density_ratio.IKMM method) (bqlearn.density_ratio.IPDR method) (bqlearn.density_ratio.KKMM method) (bqlearn.density_ratio.KPDR method) (bqlearn.ea.EasyADAPT method) (bqlearn.irbl.IRBL method) (bqlearn.tradaboost.TrAdaBoostClassifier method)

predict_proba() (bqlearn.baseline.BiqualityBaseline method) (bqlearn.density_ratio.IKMM method) (bqlearn.density_ratio.IPDR method) (bqlearn.density_ratio.KKMM method) (bqlearn.density_ratio.KPDR method) (bqlearn.ea.EasyADAPT method) (bqlearn.irbl.IRBL method) (bqlearn.irlnl.IRLNL method) (bqlearn.tradaboost.TrAdaBoostClassifier method) (bqlearn.unbiased.LossCorrection method)

S

score() (bqlearn.baseline.BiqualityBaseline method) (bqlearn.density_ratio.IKMM method) (bqlearn.density_ratio.IPDR method) (bqlearn.density_ratio.KKMM method) (bqlearn.density_ratio.KPDR method) (bqlearn.ea.EasyADAPT method) (bqlearn.irbl.IRBL method) (bqlearn.irlnl.IRLNL method) (bqlearn.plugin.PluginCorrection method) (bqlearn.tradaboost.TrAdaBoostClassifier method) (bqlearn.unbiased.LossCorrection method) (bqlearn.unhinged.KernelUnhinged method) (bqlearn.unhinged.LinearUnhinged method) set_params() (bqlearn.baseline.BiqualityBaseline method) (bqlearn.density_ratio.IKMM method) (bqlearn.density_ratio.IPDR method) (bqlearn.density_ratio.KKMM method) (bqlearn.density_ratio.KPDR method) (bqlearn.ea.EasyADAPT method) (bqlearn.irbl.IRBL method) (bqlearn.irlnl.IRLNL method) (bqlearn.plugin.PluginCorrection method) (bqlearn.tradaboost.TrAdaBoostClassifier method) (bqlearn.unbiased.LossCorrection method) (bqlearn.unhinged.KernelUnhinged method) (bqlearn.unhinged.LinearUnhinged method)

staged_decision_function() (bqlearn.tradaboost.TrAdaBoostClassifier method) staged_predict() (bqlearn.tradaboost.TrAdaBoostClassifier method) staged_predict_proba() (bqlearn.tradaboost.TrAdaBoostClassifier method) staged_score() (bqlearn.tradaboost.TrAdaBoostClassifier method)

T

TrAdaBoostClassifier (class in bqlearn.tradaboost)

U

uncertainty_noise_probability() (in module bqlearn.corruptions)

uniform_noise_matrix() (in module bqlearn.corruptions.noise_matrices)