Index

_

__init__() (SeqMetrics.ClassificationMetrics method) (SeqMetrics.Metrics method) (SeqMetrics.RegressionMetrics method)

A

acc() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) accuracy() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method) adjusted_r2() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) agreement_index() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

aic() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) aitchison() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) amemiya_adj_r2() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) amemiya_pred_criterion() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

B

balanced_accuracy() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method) bias() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

bic() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) brier_score() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

C

calculate_all() (SeqMetrics.Metrics method) calculate_hydro_metrics() (in module SeqMetrics), [1] (SeqMetrics.RegressionMetrics method) calculate_minimal() (SeqMetrics.Metrics method) calculate_scale_dependent_metrics() (SeqMetrics.Metrics method) calculate_scale_independent_metrics() (SeqMetrics.Metrics method) centered_rms_dev() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) ClassificationMetrics (class in SeqMetrics) ClassificationMetrics() (in module SeqMetrics) coeff_of_persistence() (in module SeqMetrics) composite_metrics() (SeqMetrics.Metrics method) concordance_corr_coef() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

confusion_matrix() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method) corr_coeff() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) cosine_similarity() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) covariance() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) critical_success_index() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) cronbach_alpha() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) cross_entropy() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method)

D

decomposed_mse() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

E

error_rate() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method) euclid_distance() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

exp_var_score() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) expanded_uncertainty() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

F

f1_score() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method) f2_score() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method) false_discovery_rate() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method) false_negative_rate() (SeqMetrics.ClassificationMetrics method) false_omission_rate() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method)

false_positive_rate() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method) fdc_fhv() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) fdc_flv() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) fowlkes_mallows_index() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method)

G

gmae() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) gmean_diff() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

gmrae() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

I

inrse() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

irmse() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

J

JS() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

K

kendall_tau() (SeqMetrics.RegressionMetrics method) kge() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) kge_bound() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) kge_mod() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) kge_np() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

kgenp_bound() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) kgeprime_bound() (SeqMetrics.RegressionMetrics method) kl_divergence() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) kl_sym() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

L

legates_coeff_eff() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) lm_index() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) log1p_p (SeqMetrics.Metrics property) log1p_t (SeqMetrics.Metrics property) log_cosh_error() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

log_nse() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) log_p (SeqMetrics.Metrics property) log_prob() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) log_t (SeqMetrics.Metrics property)

M

maape() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mae() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) manhattan_distance() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mapd() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mape() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mape_for_peaks() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mare() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mase() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mathews_corr_coeff() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method) max_error() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mb_r() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mbrae() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mda() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mdape() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mde() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mdrae() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

me() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mean_bias_error() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mean_gamma_deviance() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mean_poisson_deviance() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mean_var() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) med_seq_error() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) median_abs_error() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) Metrics (class in SeqMetrics) minkowski_distance() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mle() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mod_agreement_index() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mpe() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mrae() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mre() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) mse() (in module SeqMetrics) (SeqMetrics.Metrics method) (SeqMetrics.RegressionMetrics method) msle() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

N

negative_likelihood_ratio() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method) negative_predictive_value() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method) norm_ae() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) norm_ape() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) norm_euclid_distance() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) norm_nse() (in module SeqMetrics) nrmse() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) nrmse_ipercentile() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

nrmse_mean() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) nrmse_range() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) nse() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) nse_alpha() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) nse_beta() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) nse_bound() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) nse_mod() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) nse_rel() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

P

pbias() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) percentage_metrics() (SeqMetrics.Metrics method) plot_metrics (class in SeqMetrics.utils) positive_likelihood_ratio() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method)

precision() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method) prevalence_threshold() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method)

R

r2() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) r2_score() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) rae() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) recall() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method) ref_agreement_index() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) RegressionMetrics (class in SeqMetrics) rel_agreement_index() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) relative_metrics() (SeqMetrics.Metrics method) relative_rmse() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) remove_neg (SeqMetrics.Metrics property) remove_zero (SeqMetrics.Metrics property)

replace_inf (SeqMetrics.Metrics property) replace_nan (SeqMetrics.Metrics property) rmdspe() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) rmse() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) rmsle() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) rmspe() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) rmsse() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) rrse() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) rse() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) rsr() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

S

sa() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) sc() (SeqMetrics.RegressionMetrics method) scale_dependent_metrics() (SeqMetrics.Metrics method) sga() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) sid() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) skill_score_murphy() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) smape() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

smdape() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) spearmann_corr() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) specificity() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method) sse() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) stats() (SeqMetrics.Metrics method) std_ratio() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

T

tweedie_deviance_score() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

U

umbrae() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

V

variability_ratio() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) ve() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

volume_error() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

W

wape() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method) watt_m() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

wmape() (in module SeqMetrics) (SeqMetrics.RegressionMetrics method)

Y

youden_index() (in module SeqMetrics) (SeqMetrics.ClassificationMetrics method)