Index

A

auto_thresholds() (in module mmu)

B

binary_metrics() (in module mmu) binary_metrics_confusion_matrices() (in module mmu) binary_metrics_confusion_matrix() (in module mmu)

binary_metrics_runs() (in module mmu) binary_metrics_runs_thresholds() (in module mmu) binary_metrics_thresholds() (in module mmu)

C

chi2_scores (mmu.PrecisionRecallCurveUncertainty attribute) (mmu.PrecisionRecallUncertainty attribute) (mmu.ROCCurveUncertainty attribute) (mmu.ROCUncertainty attribute) compute_pvalue_for() (mmu.PrecisionRecallUncertainty method) (mmu.ROCUncertainty method) compute_score_for() (mmu.PrecisionRecallUncertainty method) (mmu.ROCUncertainty method) conf_mat (mmu.PrecisionRecallCurveUncertainty attribute) (mmu.PrecisionRecallSimulatedUncertainty attribute) (mmu.PrecisionRecallUncertainty attribute) (mmu.ROCCurveUncertainty attribute) (mmu.ROCSimulatedUncertainty attribute) (mmu.ROCUncertainty attribute)

confusion_matrices() (in module mmu) confusion_matrices_runs_thresholds() (in module mmu) confusion_matrices_thresholds() (in module mmu) confusion_matrices_to_dataframe() (in module mmu.metrics) confusion_matrix() (in module mmu) confusion_matrix_to_dataframe() (in module mmu.metrics) cov_mat (mmu.PrecisionRecallUncertainty attribute) (mmu.ROCUncertainty attribute) cov_mats (mmu.PrecisionRecallCurveUncertainty attribute) (mmu.ROCCurveUncertainty attribute) coverage (mmu.PrecisionRecallSimulatedUncertainty attribute) (mmu.ROCSimulatedUncertainty attribute)

E

epsilon (mmu.PrecisionRecallCurveUncertainty attribute) (mmu.PrecisionRecallSimulatedUncertainty attribute) (mmu.PrecisionRecallUncertainty attribute) (mmu.ROCCurveUncertainty attribute) (mmu.ROCSimulatedUncertainty attribute) (mmu.ROCUncertainty attribute)

F

FPR (mmu.ROCCurveUncertainty property) (mmu.ROCSimulatedUncertainty property) (mmu.ROCUncertainty property) FPR_grid (mmu.ROCCurveUncertainty property) from_classifier() (mmu.PrecisionRecallCurveUncertainty class method) (mmu.PrecisionRecallSimulatedUncertainty class method) (mmu.PrecisionRecallUncertainty class method) (mmu.ROCCurveUncertainty class method) (mmu.ROCSimulatedUncertainty class method) (mmu.ROCUncertainty class method) from_confusion_matrices() (mmu.PrecisionRecallCurveUncertainty class method) (mmu.ROCCurveUncertainty class method) from_confusion_matrix() (mmu.PrecisionRecallSimulatedUncertainty class method) (mmu.PrecisionRecallUncertainty class method) (mmu.ROCSimulatedUncertainty class method) (mmu.ROCUncertainty class method)

from_predictions() (mmu.PrecisionRecallSimulatedUncertainty class method) (mmu.PrecisionRecallUncertainty class method) (mmu.ROCSimulatedUncertainty class method) (mmu.ROCUncertainty class method) from_scores() (mmu.PrecisionRecallCurveUncertainty class method) (mmu.PrecisionRecallSimulatedUncertainty class method) (mmu.PrecisionRecallUncertainty class method) (mmu.ROCCurveUncertainty class method) (mmu.ROCSimulatedUncertainty class method) (mmu.ROCUncertainty class method)

G

get_conf_mat() (mmu.PrecisionRecallSimulatedUncertainty method) (mmu.PrecisionRecallUncertainty method) (mmu.ROCSimulatedUncertainty method) (mmu.ROCUncertainty method) get_conf_mats() (mmu.PrecisionRecallCurveUncertainty method) (mmu.ROCCurveUncertainty method)

get_cov_mat() (mmu.PrecisionRecallUncertainty method) (mmu.ROCUncertainty method) get_cov_mats() (mmu.PrecisionRecallCurveUncertainty method) (mmu.ROCCurveUncertainty method)

M

metrics_to_dataframe() (in module mmu.metrics)

N

n_sigmas (mmu.PrecisionRecallCurveUncertainty attribute) (mmu.PrecisionRecallSimulatedUncertainty attribute) (mmu.PrecisionRecallUncertainty attribute) (mmu.ROCCurveUncertainty attribute) (mmu.ROCSimulatedUncertainty attribute) (mmu.ROCUncertainty attribute)

n_simulations (mmu.PrecisionRecallSimulatedUncertainty attribute) (mmu.ROCSimulatedUncertainty attribute)

P

plot() (mmu.PrecisionRecallCurveUncertainty method) (mmu.PrecisionRecallSimulatedUncertainty method) (mmu.PrecisionRecallUncertainty method) (mmu.ROCCurveUncertainty method) (mmu.ROCSimulatedUncertainty method) (mmu.ROCUncertainty method) PRCU (class in mmu) prec_grid (mmu.PrecisionRecallCurveUncertainty property)

precision (mmu.PrecisionRecallCurveUncertainty property) (mmu.PrecisionRecallSimulatedUncertainty property) (mmu.PrecisionRecallUncertainty property) precision_recall() (in module mmu) precision_recall_curve() (in module mmu) PrecisionRecallCurveUncertainty (class in mmu) PrecisionRecallSimulatedUncertainty (class in mmu) PrecisionRecallUncertainty (class in mmu) PRU (class in mmu)

R

rec_grid (mmu.PrecisionRecallCurveUncertainty property) recall (mmu.PrecisionRecallCurveUncertainty property) (mmu.PrecisionRecallSimulatedUncertainty property) (mmu.PrecisionRecallUncertainty property)

ROCCU (class in mmu) ROCCurveUncertainty (class in mmu) ROCSimulatedUncertainty (class in mmu) ROCU (class in mmu) ROCUncertainty (class in mmu)

T

threshold (mmu.PrecisionRecallSimulatedUncertainty attribute) (mmu.PrecisionRecallUncertainty attribute) (mmu.ROCSimulatedUncertainty attribute) (mmu.ROCUncertainty attribute) thresholds (mmu.PrecisionRecallCurveUncertainty attribute) (mmu.ROCCurveUncertainty attribute)

TPR (mmu.ROCCurveUncertainty property) (mmu.ROCSimulatedUncertainty property) (mmu.ROCUncertainty property) TPR_grid (mmu.ROCCurveUncertainty property)

X

x (mmu.PrecisionRecallCurveUncertainty attribute) (mmu.PrecisionRecallSimulatedUncertainty attribute) (mmu.PrecisionRecallUncertainty attribute) (mmu.ROCCurveUncertainty attribute) (mmu.ROCSimulatedUncertainty attribute) (mmu.ROCUncertainty attribute) x_bounds (mmu.PrecisionRecallSimulatedUncertainty attribute) (mmu.PrecisionRecallUncertainty attribute) (mmu.ROCSimulatedUncertainty attribute) (mmu.ROCUncertainty attribute)

x_grid (mmu.PrecisionRecallCurveUncertainty attribute) (mmu.ROCCurveUncertainty attribute) x_label (mmu.PrecisionRecallCurveUncertainty attribute) (mmu.PrecisionRecallUncertainty attribute) (mmu.ROCCurveUncertainty attribute) (mmu.ROCUncertainty attribute)

Y

y (mmu.PrecisionRecallCurveUncertainty attribute) (mmu.PrecisionRecallSimulatedUncertainty attribute) (mmu.PrecisionRecallUncertainty attribute) (mmu.ROCCurveUncertainty attribute) (mmu.ROCSimulatedUncertainty attribute) (mmu.ROCUncertainty attribute) y_bounds (mmu.PrecisionRecallSimulatedUncertainty attribute) (mmu.PrecisionRecallUncertainty attribute) (mmu.ROCSimulatedUncertainty attribute) (mmu.ROCUncertainty attribute)

y_grid (mmu.PrecisionRecallCurveUncertainty attribute) (mmu.ROCCurveUncertainty attribute) y_label (mmu.PrecisionRecallCurveUncertainty attribute) (mmu.PrecisionRecallUncertainty attribute) (mmu.ROCCurveUncertainty attribute) (mmu.ROCUncertainty attribute)