mlscorecheck
stable
Getting started
Introduction
Citation
Latest news
Installation
Contribution
Consistency testing
Preliminaries
Binary classification
Multiclass classification
Regression
Test bundles
Introduction to test bundles
Retina image processing
Preterm delivery prediction from electrohysterogram signals (TPEHG dataset)
Classification of skin lesions
Add a test bundle suitable for your field!
References
API
The main interface
The core modules
mlscorecheck
Index
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Index
A
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B
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C
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D
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E
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F
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G
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I
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J
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L
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M
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N
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P
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R
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S
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T
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U
A
accuracy() (in module mlscorecheck.scores)
accuracy_standardized() (in module mlscorecheck.scores)
B
balanced_accuracy() (in module mlscorecheck.scores)
balanced_accuracy_standardized() (in module mlscorecheck.scores)
bookmaker_informedness() (in module mlscorecheck.scores)
bookmaker_informedness_standardized() (in module mlscorecheck.scores)
C
calculate_scores() (mlscorecheck.aggregated.Evaluation method)
(mlscorecheck.aggregated.Experiment method)
(mlscorecheck.aggregated.Fold method)
check_1_dataset_kfold_som() (in module mlscorecheck.check.binary)
check_1_dataset_known_folds_mos() (in module mlscorecheck.check.binary)
check_1_dataset_known_folds_mos_macro() (in module mlscorecheck.check.multiclass)
check_1_dataset_known_folds_mos_micro() (in module mlscorecheck.check.multiclass)
check_1_dataset_known_folds_som_macro() (in module mlscorecheck.check.multiclass)
check_1_dataset_known_folds_som_micro() (in module mlscorecheck.check.multiclass)
check_1_dataset_unknown_folds_mos() (in module mlscorecheck.check.binary)
check_1_testset_no_kfold() (in module mlscorecheck.check.binary)
(in module mlscorecheck.check.regression)
check_1_testset_no_kfold_macro() (in module mlscorecheck.check.multiclass)
check_1_testset_no_kfold_micro() (in module mlscorecheck.check.multiclass)
check_aggregated_scores() (in module mlscorecheck.aggregated)
check_bounds() (mlscorecheck.aggregated.Evaluation method)
(mlscorecheck.aggregated.Experiment method)
check_chasedb1_vessel_aggregated() (in module mlscorecheck.check.bundles.retina)
check_chasedb1_vessel_aggregated_mos() (in module mlscorecheck.check.bundles.retina)
check_chasedb1_vessel_aggregated_som() (in module mlscorecheck.check.bundles.retina)
check_chasedb1_vessel_image() (in module mlscorecheck.check.bundles.retina)
check_diaretdb0_class() (in module mlscorecheck.check.bundles.retina)
check_diaretdb1_class() (in module mlscorecheck.check.bundles.retina)
check_diaretdb1_segmentation_aggregated() (in module mlscorecheck.check.bundles.retina)
check_diaretdb1_segmentation_image() (in module mlscorecheck.check.bundles.retina)
check_drishti_gs_segmentation_aggregated() (in module mlscorecheck.check.bundles.retina)
check_drishti_gs_segmentation_image() (in module mlscorecheck.check.bundles.retina)
check_drive_vessel_aggregated() (in module mlscorecheck.check.bundles.retina)
check_drive_vessel_aggregated_mos_assumption() (in module mlscorecheck.check.bundles.retina)
check_drive_vessel_aggregated_som_assumption() (in module mlscorecheck.check.bundles.retina)
check_drive_vessel_image() (in module mlscorecheck.check.bundles.retina)
check_drive_vessel_image_assumption() (in module mlscorecheck.check.bundles.retina)
check_hrf_vessel_aggregated() (in module mlscorecheck.check.bundles.retina)
check_hrf_vessel_aggregated_mos_assumption() (in module mlscorecheck.check.bundles.retina)
check_hrf_vessel_aggregated_som_assumption() (in module mlscorecheck.check.bundles.retina)
check_hrf_vessel_image() (in module mlscorecheck.check.bundles.retina)
check_hrf_vessel_image_assumption() (in module mlscorecheck.check.bundles.retina)
check_isic2016() (in module mlscorecheck.check.bundles.skinlesion)
check_isic2017() (in module mlscorecheck.check.bundles.skinlesion)
check_n_datasets_mos_kfold_som() (in module mlscorecheck.check.binary)
check_n_datasets_mos_known_folds_mos() (in module mlscorecheck.check.binary)
check_n_datasets_mos_unknown_folds_mos() (in module mlscorecheck.check.binary)
check_n_datasets_som_kfold_som() (in module mlscorecheck.check.binary)
check_n_testsets_mos_no_kfold() (in module mlscorecheck.check.binary)
check_n_testsets_som_no_kfold() (in module mlscorecheck.check.binary)
check_scores_tptn_pairs() (in module mlscorecheck.individual)
check_stare_vessel_aggregated() (in module mlscorecheck.check.bundles.retina)
check_stare_vessel_aggregated_mos() (in module mlscorecheck.check.bundles.retina)
check_stare_vessel_aggregated_som() (in module mlscorecheck.check.bundles.retina)
check_stare_vessel_image() (in module mlscorecheck.check.bundles.retina)
check_tpehg() (in module mlscorecheck.check.bundles.ehg)
cohens_kappa() (in module mlscorecheck.scores)
cohens_kappa_standardized() (in module mlscorecheck.scores)
D
Dataset (class in mlscorecheck.aggregated)
diagnostic_odds_ratio() (in module mlscorecheck.scores)
diagnostic_odds_ratio_standardized() (in module mlscorecheck.scores)
E
error_rate() (in module mlscorecheck.scores)
error_rate_standardized() (in module mlscorecheck.scores)
Evaluation (class in mlscorecheck.aggregated)
Experiment (class in mlscorecheck.aggregated)
F
f1_negative() (in module mlscorecheck.scores)
f1_negative_standardized() (in module mlscorecheck.scores)
f1_positive() (in module mlscorecheck.scores)
f1_positive_standardized() (in module mlscorecheck.scores)
f_beta_negative() (in module mlscorecheck.scores)
f_beta_negative_standardized() (in module mlscorecheck.scores)
f_beta_positive() (in module mlscorecheck.scores)
f_beta_positive_standardized() (in module mlscorecheck.scores)
false_discovery_rate() (in module mlscorecheck.scores)
false_discovery_rate_standardized() (in module mlscorecheck.scores)
false_negative_rate() (in module mlscorecheck.scores)
false_negative_rate_standardized() (in module mlscorecheck.scores)
false_omission_rate() (in module mlscorecheck.scores)
false_omission_rate_standardized() (in module mlscorecheck.scores)
false_positive_rate() (in module mlscorecheck.scores)
false_positive_rate_standardized() (in module mlscorecheck.scores)
Fold (class in mlscorecheck.aggregated)
Folding (class in mlscorecheck.aggregated)
fowlkes_mallows_index() (in module mlscorecheck.scores)
fowlkes_mallows_index_standardized() (in module mlscorecheck.scores)
G
generate_folds() (mlscorecheck.aggregated.Folding method)
geometric_mean() (in module mlscorecheck.scores)
geometric_mean_standardized() (in module mlscorecheck.scores)
I
init_lp() (mlscorecheck.aggregated.Evaluation method)
(mlscorecheck.aggregated.Experiment method)
(mlscorecheck.aggregated.Fold method)
J
jaccard_index() (in module mlscorecheck.scores)
jaccard_index_standardized() (in module mlscorecheck.scores)
L
load_drive() (in module mlscorecheck.experiments)
load_ml_datasets() (in module mlscorecheck.experiments)
lookup_dataset() (in module mlscorecheck.experiments)
M
markedness() (in module mlscorecheck.scores)
markedness_standardized() (in module mlscorecheck.scores)
matthews_correlation_coefficient() (in module mlscorecheck.scores)
matthews_correlation_coefficient_standardized() (in module mlscorecheck.scores)
N
negative_likelihood_ratio() (in module mlscorecheck.scores)
negative_likelihood_ratio_standardized() (in module mlscorecheck.scores)
negative_predictive_value() (in module mlscorecheck.scores)
negative_predictive_value_standardized() (in module mlscorecheck.scores)
P
populate() (mlscorecheck.aggregated.Evaluation method)
(mlscorecheck.aggregated.Experiment method)
(mlscorecheck.aggregated.Fold method)
positive_likelihood_ratio() (in module mlscorecheck.scores)
positive_likelihood_ratio_standardized() (in module mlscorecheck.scores)
positive_predictive_value() (in module mlscorecheck.scores)
positive_predictive_value_standardized() (in module mlscorecheck.scores)
prevalence_threshold() (in module mlscorecheck.scores)
prevalence_threshold_standardized() (in module mlscorecheck.scores)
R
resolve_pn() (mlscorecheck.aggregated.Dataset method)
S
sample_figures() (mlscorecheck.aggregated.Evaluation method)
(mlscorecheck.aggregated.Experiment method)
(mlscorecheck.aggregated.Fold method)
sensitivity() (in module mlscorecheck.scores)
sensitivity_standardized() (in module mlscorecheck.scores)
set_initial_values() (mlscorecheck.aggregated.Fold method)
specificity() (in module mlscorecheck.scores)
specificity_standardized() (in module mlscorecheck.scores)
T
to_dict() (mlscorecheck.aggregated.Dataset method)
(mlscorecheck.aggregated.Evaluation method)
(mlscorecheck.aggregated.Experiment method)
(mlscorecheck.aggregated.Fold method)
(mlscorecheck.aggregated.Folding method)
U
unified_performance_measure() (in module mlscorecheck.scores)
unified_performance_measure_standardized() (in module mlscorecheck.scores)