Index

A

add_attribute() (miml.data.bag.Bag method) (miml.data.instance.Instance method) (miml.data.miml_dataset.MIMLDataset method) add_bag() (miml.data.miml_dataset.MIMLDataset method) add_instance() (miml.data.bag.Bag method) (miml.data.miml_dataset.MIMLDataset method)

AllPositiveAPRClassifier (class in miml.classifier.mi.all_positive_apr_classifier) APRClassifier (class in miml.classifier.mi.apr_classifier) arff_to_csv() (in module miml.datasets.dataset_utils) ArithmeticTransformation (class in miml.transformation.mimlTOml.arithmetic)

B

Bag (class in miml.data.bag)

BinaryRelevanceTransformation (class in miml.transformation.mimlTOmi.binary_relevance_transformation)

C

calculate_metrics() (miml.report.report.Report method)

cardinality() (miml.data.miml_dataset.MIMLDataset method)

D

delete_attribute() (miml.data.bag.Bag method) (miml.data.instance.Instance method) (miml.data.miml_dataset.MIMLDataset method) delete_bag() (miml.data.miml_dataset.MIMLDataset method)

delete_instance() (miml.data.bag.Bag method) (miml.data.miml_dataset.MIMLDataset method) density() (miml.data.miml_dataset.MIMLDataset method) describe() (miml.data.miml_dataset.MIMLDataset method) distinct() (miml.data.miml_dataset.MIMLDataset method)

E

evaluate() (miml.classifier.miml_classifier.MIMLClassifier method) (miml.classifier.mimlTOmi.miml_to_mi_classifier.MIMLtoMIClassifier method) (miml.classifier.mimlTOml.miml_to_ml_classifier.MIMLtoMLClassifier method)

F

fit() (miml.classifier.mi.all_positive_apr_classifier.AllPositiveAPRClassifier method) (miml.classifier.mi.apr_classifier.APRClassifier method) (miml.classifier.mi.miles_classifier.MILESClassifier method) (miml.classifier.miml_classifier.MIMLClassifier method)

fit_internal() (miml.classifier.miml_classifier.MIMLClassifier method) (miml.classifier.mimlTOmi.miml_to_mi_br_classifier.MIMLtoMIBRClassifier method) (miml.classifier.mimlTOmi.miml_to_mi_classifier.MIMLtoMIClassifier method) (miml.classifier.mimlTOmi.miml_to_mi_lp_classifier.MIMLtoMILPClassifier method) (miml.classifier.mimlTOml.miml_to_ml_classifier.MIMLtoMLClassifier method)

G

GeometricTransformation (class in miml.transformation.mimlTOml.geometric) get_attribute() (miml.data.bag.Bag method) (miml.data.instance.Instance method) (miml.data.miml_dataset.MIMLDataset method) get_attributes() (miml.data.bag.Bag method) (miml.data.instance.Instance method) (miml.data.miml_dataset.MIMLDataset method) get_attributes_name() (miml.data.bag.Bag method) (miml.data.instance.Instance method) (miml.data.miml_dataset.MIMLDataset method) get_bag() (miml.data.miml_dataset.MIMLDataset method) get_features() (miml.data.bag.Bag method) (miml.data.instance.Instance method) (miml.data.miml_dataset.MIMLDataset method) get_features_by_bag() (miml.data.miml_dataset.MIMLDataset method) get_features_name() (miml.data.bag.Bag method) (miml.data.instance.Instance method) (miml.data.miml_dataset.MIMLDataset method) get_instance() (miml.data.bag.Bag method) (miml.data.miml_dataset.MIMLDataset method)

get_labels() (miml.data.bag.Bag method) (miml.data.instance.Instance method) (miml.data.miml_dataset.MIMLDataset method) get_labels_by_bag() (miml.data.miml_dataset.MIMLDataset method) get_labels_name() (miml.data.bag.Bag method) (miml.data.instance.Instance method) (miml.data.miml_dataset.MIMLDataset method) get_name() (miml.data.miml_dataset.MIMLDataset method) get_number_attributes() (miml.data.bag.Bag method) (miml.data.instance.Instance method) (miml.data.miml_dataset.MIMLDataset method) get_number_bags() (miml.data.miml_dataset.MIMLDataset method) get_number_features() (miml.data.bag.Bag method) (miml.data.instance.Instance method) (miml.data.miml_dataset.MIMLDataset method) get_number_instances() (miml.data.bag.Bag method) (miml.data.miml_dataset.MIMLDataset method) get_number_labels() (miml.data.bag.Bag method) (miml.data.instance.Instance method) (miml.data.miml_dataset.MIMLDataset method) get_statistics() (miml.data.miml_dataset.MIMLDataset method)

H

hamming_score() (in module miml.report.report)

I

Instance (class in miml.data.instance)

L

LabelPowersetTransformation (class in miml.transformation.mimlTOmi.label_powerset_transformation) load_birds() (in module miml.datasets.dataset_utils) load_birds_test() (in module miml.datasets.dataset_utils) load_birds_train() (in module miml.datasets.dataset_utils)

load_dataset() (in module miml.datasets.dataset_utils) load_dataset_arff() (in module miml.datasets.dataset_utils) load_dataset_csv() (in module miml.datasets.dataset_utils) load_toy() (in module miml.datasets.dataset_utils)

M

MILESClassifier (class in miml.classifier.mi.miles_classifier) miml module miml.classifier module miml.classifier.mi module miml.classifier.mi.all_positive_apr_classifier module miml.classifier.mi.apr_classifier module miml.classifier.mi.miles_classifier module miml.classifier.miml_classifier module miml.classifier.mimlTOmi module miml.classifier.mimlTOmi.miml_to_mi_br_classifier module miml.classifier.mimlTOmi.miml_to_mi_classifier module miml.classifier.mimlTOmi.miml_to_mi_lp_classifier module miml.classifier.mimlTOml module miml.classifier.mimlTOml.miml_to_ml_classifier module miml.data module miml.data.bag module miml.data.instance module miml.data.miml_dataset module miml.datasets module miml.datasets.dataset_utils module miml.report module miml.report.report module miml.transformation module miml.transformation.mimlTOmi module miml.transformation.mimlTOmi.binary_relevance_transformation module miml.transformation.mimlTOmi.label_powerset_transformation module

miml.transformation.mimlTOml module miml.transformation.mimlTOml.arithmetic module miml.transformation.mimlTOml.geometric module miml.transformation.mimlTOml.miml_to_ml_transformation module miml.transformation.mimlTOml.minmax module MIMLClassifier (class in miml.classifier.miml_classifier) MIMLDataset (class in miml.data.miml_dataset) MIMLtoMIBRClassifier (class in miml.classifier.mimlTOmi.miml_to_mi_br_classifier) MIMLtoMIClassifier (class in miml.classifier.mimlTOmi.miml_to_mi_classifier) MIMLtoMILPClassifier (class in miml.classifier.mimlTOmi.miml_to_mi_lp_classifier) MIMLtoMLClassifier (class in miml.classifier.mimlTOml.miml_to_ml_classifier) MIMLtoMLTransformation (class in miml.transformation.mimlTOml.miml_to_ml_transformation) MinMaxTransformation (class in miml.transformation.mimlTOml.minmax) module miml miml.classifier miml.classifier.mi miml.classifier.mi.all_positive_apr_classifier miml.classifier.mi.apr_classifier miml.classifier.mi.miles_classifier miml.classifier.miml_classifier miml.classifier.mimlTOmi miml.classifier.mimlTOmi.miml_to_mi_br_classifier miml.classifier.mimlTOmi.miml_to_mi_classifier miml.classifier.mimlTOmi.miml_to_mi_lp_classifier miml.classifier.mimlTOml miml.classifier.mimlTOml.miml_to_ml_classifier miml.data miml.data.bag miml.data.instance miml.data.miml_dataset miml.datasets miml.datasets.dataset_utils miml.report miml.report.report miml.transformation miml.transformation.mimlTOmi miml.transformation.mimlTOmi.binary_relevance_transformation miml.transformation.mimlTOmi.label_powerset_transformation miml.transformation.mimlTOml miml.transformation.mimlTOml.arithmetic miml.transformation.mimlTOml.geometric miml.transformation.mimlTOml.miml_to_ml_transformation miml.transformation.mimlTOml.minmax

P

predict() (miml.classifier.mi.all_positive_apr_classifier.AllPositiveAPRClassifier method) (miml.classifier.mi.apr_classifier.APRClassifier method) (miml.classifier.mi.miles_classifier.MILESClassifier method) (miml.classifier.miml_classifier.MIMLClassifier method) (miml.classifier.mimlTOmi.miml_to_mi_br_classifier.MIMLtoMIBRClassifier method) (miml.classifier.mimlTOmi.miml_to_mi_classifier.MIMLtoMIClassifier method) (miml.classifier.mimlTOmi.miml_to_mi_lp_classifier.MIMLtoMILPClassifier method) (miml.classifier.mimlTOml.miml_to_ml_classifier.MIMLtoMLClassifier method) predict_bag() (miml.classifier.miml_classifier.MIMLClassifier method) (miml.classifier.mimlTOmi.miml_to_mi_classifier.MIMLtoMIClassifier method) (miml.classifier.mimlTOml.miml_to_ml_classifier.MIMLtoMLClassifier method)

predict_proba() (miml.classifier.mi.all_positive_apr_classifier.AllPositiveAPRClassifier method) (miml.classifier.mi.apr_classifier.APRClassifier method) (miml.classifier.mi.miles_classifier.MILESClassifier method) (miml.classifier.miml_classifier.MIMLClassifier method) (miml.classifier.mimlTOmi.miml_to_mi_br_classifier.MIMLtoMIBRClassifier method) (miml.classifier.mimlTOmi.miml_to_mi_classifier.MIMLtoMIClassifier method) (miml.classifier.mimlTOmi.miml_to_mi_lp_classifier.MIMLtoMILPClassifier method) (miml.classifier.mimlTOml.miml_to_ml_classifier.MIMLtoMLClassifier method)

R

Report (class in miml.report.report)

S

set_attribute() (miml.data.bag.Bag method) (miml.data.instance.Instance method) (miml.data.miml_dataset.MIMLDataset method) set_bag() (miml.data.instance.Instance method) set_dataset() (miml.data.bag.Bag method) set_features_name() (miml.data.miml_dataset.MIMLDataset method)

set_labels_name() (miml.data.miml_dataset.MIMLDataset method) set_name() (miml.data.miml_dataset.MIMLDataset method) show_bag() (miml.data.bag.Bag method) show_dataset() (miml.data.miml_dataset.MIMLDataset method) show_instance() (miml.data.instance.Instance method) split_dataset() (miml.data.miml_dataset.MIMLDataset method)

T

to_csv() (miml.report.report.Report method) to_string() (miml.report.report.Report method) transform_bag() (miml.transformation.mimlTOmi.binary_relevance_transformation.BinaryRelevanceTransformation method) (miml.transformation.mimlTOmi.label_powerset_transformation.LabelPowersetTransformation method) (miml.transformation.mimlTOml.arithmetic.ArithmeticTransformation method) (miml.transformation.mimlTOml.geometric.GeometricTransformation method) (miml.transformation.mimlTOml.miml_to_ml_transformation.MIMLtoMLTransformation method) (miml.transformation.mimlTOml.minmax.MinMaxTransformation method)

transform_dataset() (miml.transformation.mimlTOmi.binary_relevance_transformation.BinaryRelevanceTransformation method) (miml.transformation.mimlTOmi.label_powerset_transformation.LabelPowersetTransformation method) (miml.transformation.mimlTOml.arithmetic.ArithmeticTransformation method) (miml.transformation.mimlTOml.geometric.GeometricTransformation method) (miml.transformation.mimlTOml.miml_to_ml_transformation.MIMLtoMLTransformation method) (miml.transformation.mimlTOml.minmax.MinMaxTransformation method)