Index

A

AgreementScore (class in surveyequivalence.scoring_functions) AnalysisPipeline (class in surveyequivalence.equivalence)

AnonymousBayesianCombiner (class in surveyequivalence.combiners) AUCScore (class in surveyequivalence.scoring_functions)

C

ClassifierResults (class in surveyequivalence.equivalence) combine() (surveyequivalence.combiners.AnonymousBayesianCombiner method) (surveyequivalence.combiners.Combiner method) (surveyequivalence.combiners.FrequencyCombiner method) (surveyequivalence.combiners.MeanCombiner method) (surveyequivalence.combiners.PluralityVote method)

Combiner (class in surveyequivalence.combiners) compute_equivalence_at_actuals() (surveyequivalence.equivalence.PowerCurve method) compute_equivalence_at_mean() (surveyequivalence.equivalence.PowerCurve method) compute_equivalences() (surveyequivalence.equivalence.PowerCurve method) Correlation (class in surveyequivalence.scoring_functions) CrossEntropyScore (class in surveyequivalence.scoring_functions)

D

D_k() (surveyequivalence.combiners.AnonymousBayesianCombiner static method) D_k_item_contribution() (surveyequivalence.combiners.AnonymousBayesianCombiner static method) Dataset (class in surveyequivalence.synthetic_datasets) DiscreteDistributionOverStates (class in surveyequivalence.synthetic_datasets) DiscreteDistributionPrediction (class in surveyequivalence.combiners) DiscretePrediction (class in surveyequivalence.combiners)

DiscreteState (class in surveyequivalence.synthetic_datasets) DistributionOverStates (class in surveyequivalence.synthetic_datasets) draw_discrete_label() (surveyequivalence.combiners.DiscreteDistributionPrediction method) draw_labels() (surveyequivalence.synthetic_datasets.DiscreteState method) draw_states() (surveyequivalence.synthetic_datasets.DiscreteDistributionOverStates method) (surveyequivalence.synthetic_datasets.FixedStateGenerator method)

E

Equivalences (class in surveyequivalence.equivalence)

F

F1Score (class in surveyequivalence.scoring_functions)

FixedStateGenerator (class in surveyequivalence.synthetic_datasets) FrequencyCombiner (class in surveyequivalence.combiners)

G

generate_labels() (surveyequivalence.synthetic_datasets.SyntheticDatasetGenerator method)

L

label_probability() (surveyequivalence.combiners.DiscreteDistributionPrediction method) load_saved_pipeline() (in module surveyequivalence.equivalence)

lower_bounds() (surveyequivalence.equivalence.ClassifierResults property) (surveyequivalence.equivalence.Equivalences property)

M

make_histogram() (surveyequivalence.synthetic_datasets.SyntheticBinaryDatasetGenerator method) make_predictions() (surveyequivalence.synthetic_datasets.MappedDiscreteMockClassifier method) (surveyequivalence.synthetic_datasets.MockClassifier method) make_running_example_dataset() (in module surveyequivalence.synthetic_datasets) MappedDiscreteMockClassifier (class in surveyequivalence.synthetic_datasets)

MeanCombiner (class in surveyequivalence.combiners) MockClassifier (class in surveyequivalence.synthetic_datasets) module surveyequivalence.combiners surveyequivalence.scoring_functions

N

NumericPrediction (class in surveyequivalence.combiners)

O

output_csv() (surveyequivalence.equivalence.AnalysisPipeline method)

P

path_for_saving() (surveyequivalence.equivalence.AnalysisPipeline method) Plot (class in surveyequivalence.equivalence) plot() (surveyequivalence.equivalence.Plot method) plot_item_state_distribution() (surveyequivalence.synthetic_datasets.SyntheticBinaryDatasetGenerator method)

PluralityVote (class in surveyequivalence.combiners) PowerCurve (class in surveyequivalence.equivalence) PrecisionScore (class in surveyequivalence.scoring_functions) Prediction (class in surveyequivalence.combiners)

R

RecallScore (class in surveyequivalence.scoring_functions) reliability_of_beating_classifier() (surveyequivalence.equivalence.PowerCurve method)

reliability_of_difference() (surveyequivalence.equivalence.PowerCurve method) run() (surveyequivalence.equivalence.AnalysisPipeline method)

S

save() (surveyequivalence.equivalence.AnalysisPipeline method) (surveyequivalence.equivalence.Plot method) (surveyequivalence.synthetic_datasets.SyntheticDataset method) score() (surveyequivalence.scoring_functions.AgreementScore static method) (surveyequivalence.scoring_functions.AUCScore static method) (surveyequivalence.scoring_functions.Correlation static method) (surveyequivalence.scoring_functions.CrossEntropyScore static method) (surveyequivalence.scoring_functions.F1Score static method) (surveyequivalence.scoring_functions.PrecisionScore static method) (surveyequivalence.scoring_functions.RecallScore static method) (surveyequivalence.scoring_functions.Scorer static method)

score_classifier() (surveyequivalence.scoring_functions.Scorer method) Scorer (class in surveyequivalence.scoring_functions) surveyequivalence.combiners module surveyequivalence.scoring_functions module SyntheticBinaryDatasetGenerator (class in surveyequivalence.synthetic_datasets) SyntheticDataset (class in surveyequivalence.synthetic_datasets) SyntheticDatasetGenerator (class in surveyequivalence.synthetic_datasets)

U

upper_bounds() (surveyequivalence.equivalence.ClassifierResults property) (surveyequivalence.equivalence.Equivalences property)

V

value() (surveyequivalence.combiners.DiscreteDistributionPrediction property) (surveyequivalence.combiners.DiscretePrediction property) (surveyequivalence.combiners.NumericPrediction property) (surveyequivalence.combiners.Prediction property)

value_prob() (surveyequivalence.combiners.DiscreteDistributionPrediction property) values() (surveyequivalence.equivalence.ClassifierResults property)