Index

A

agglomerative() (in module PyPruning.ClusterPruningClassifier)

alpha (PyPruning.MIQPPruningClassifier.MIQPPruningClassifier attribute) avg_path_len_regularizer() (in module PyPruning.ProxPruningClassifier)

C

centroid_selector() (in module PyPruning.ClusterPruningClassifier) cluster_accuracy() (in module PyPruning.ClusterPruningClassifier) cluster_estimators (PyPruning.ClusterPruningClassifier.ClusterPruningClassifier attribute) cluster_mode (PyPruning.ClusterPruningClassifier.ClusterPruningClassifier attribute) cluster_options (PyPruning.ClusterPruningClassifier.ClusterPruningClassifier attribute)

ClusterPruningClassifier (class in PyPruning.ClusterPruningClassifier) combined() (in module PyPruning.MIQPPruningClassifier) combined_error() (in module PyPruning.MIQPPruningClassifier) complementariness() (in module PyPruning.GreedyPruningClassifier) create_mini_batches() (in module PyPruning.ProxPruningClassifier) create_pruner() (in module PyPruning.Papers)

D

drep() (in module PyPruning.GreedyPruningClassifier)

E

error_ambiguity() (in module PyPruning.RankPruningClassifier)

estimators_ (PyPruning.PruningClassifier.PruningClassifier attribute)

G

GreedyPruningClassifier (class in PyPruning.GreedyPruningClassifier)

I

individual_contribution() (in module PyPruning.RankPruningClassifier) individual_error() (in module PyPruning.RankPruningClassifier)

individual_kappa_statistic() (in module PyPruning.RankPruningClassifier) individual_margin_diversity() (in module PyPruning.RankPruningClassifier) individual_neg_auc() (in module PyPruning.RankPruningClassifier)

K

kmeans() (in module PyPruning.ClusterPruningClassifier)

L

largest_mean_distance() (in module PyPruning.ClusterPruningClassifier)

loss_and_deriv() (in module PyPruning.ProxPruningClassifier)

M

margin_distance() (in module PyPruning.GreedyPruningClassifier) metric (PyPruning.GreedyPruningClassifier.GreedyPruningClassifier attribute) (PyPruning.RankPruningClassifier.RankPruningClassifier attribute) metric_options (PyPruning.GreedyPruningClassifier.GreedyPruningClassifier attribute) (PyPruning.RankPruningClassifier.RankPruningClassifier attribute) MIQPPruningClassifier (class in PyPruning.MIQPPruningClassifier) module PyPruning.ClusterPruningClassifier PyPruning.GreedyPruningClassifier PyPruning.MIQPPruningClassifier PyPruning.Papers PyPruning.ProxPruningClassifier PyPruning.PruningClassifier PyPruning.RandomPruningClassifier PyPruning.RankPruningClassifier

N

n_classes_ (PyPruning.PruningClassifier.PruningClassifier attribute) n_estimators (PyPruning.ClusterPruningClassifier.ClusterPruningClassifier attribute) (PyPruning.GreedyPruningClassifier.GreedyPruningClassifier attribute) (PyPruning.MIQPPruningClassifier.MIQPPruningClassifier attribute) (PyPruning.RandomPruningClassifier.RandomPruningClassifier attribute) (PyPruning.RankPruningClassifier.RankPruningClassifier attribute)

n_jobs (PyPruning.GreedyPruningClassifier.GreedyPruningClassifier attribute) (PyPruning.MIQPPruningClassifier.MIQPPruningClassifier attribute) (PyPruning.RankPruningClassifier.RankPruningClassifier attribute) neg_auc() (in module PyPruning.GreedyPruningClassifier) node_regularizer() (in module PyPruning.ProxPruningClassifier) num_estimators() (PyPruning.ProxPruningClassifier.ProxPruningClassifier method)

P

pairwise_metric (PyPruning.MIQPPruningClassifier.MIQPPruningClassifier attribute) predict() (PyPruning.PruningClassifier.PruningClassifier method) predict_proba() (PyPruning.PruningClassifier.PruningClassifier method) prox() (in module PyPruning.ProxPruningClassifier) ProxPruningClassifier (class in PyPruning.ProxPruningClassifier) prune() (PyPruning.PruningClassifier.PruningClassifier method) prune_() (PyPruning.ClusterPruningClassifier.ClusterPruningClassifier method) (PyPruning.GreedyPruningClassifier.GreedyPruningClassifier method) (PyPruning.MIQPPruningClassifier.MIQPPruningClassifier method) (PyPruning.ProxPruningClassifier.ProxPruningClassifier method) (PyPruning.PruningClassifier.PruningClassifier method) (PyPruning.RandomPruningClassifier.RandomPruningClassifier method) (PyPruning.RankPruningClassifier.RankPruningClassifier method) PruningClassifier (class in PyPruning.PruningClassifier) PyPruning.ClusterPruningClassifier module

PyPruning.GreedyPruningClassifier module PyPruning.MIQPPruningClassifier module PyPruning.Papers module PyPruning.ProxPruningClassifier module PyPruning.PruningClassifier module PyPruning.RandomPruningClassifier module PyPruning.RankPruningClassifier module

R

random_selector() (in module PyPruning.ClusterPruningClassifier) RandomPruningClassifier (class in PyPruning.RandomPruningClassifier)

RankPruningClassifier (class in PyPruning.RankPruningClassifier) reduced_error() (in module PyPruning.GreedyPruningClassifier) reference_vector() (in module PyPruning.RankPruningClassifier)

S

seed (PyPruning.RandomPruningClassifier.RandomPruningClassifier attribute) select_estimators (PyPruning.ClusterPruningClassifier.ClusterPruningClassifier attribute)

selector_options (PyPruning.ClusterPruningClassifier.ClusterPruningClassifier attribute) single_metric (PyPruning.MIQPPruningClassifier.MIQPPruningClassifier attribute)

T

to_prob_simplex() (in module PyPruning.ProxPruningClassifier)

V

verbose (PyPruning.MIQPPruningClassifier.MIQPPruningClassifier attribute)

W

weights_ (PyPruning.PruningClassifier.PruningClassifier attribute)