yardstick
Tidy Characterizations of Model Performance

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yardstick: Tidy Characterizations of Model Performance
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API for yardstick
Tidy Characterizations of Model Performance

Global functions
.check_cens_type Source code
.check_censored_right Source code
.extract_surv_status Source code
.extract_surv_time Source code
.extract_surv_type Source code
.is_censored_right Source code
.is_surv Source code
.onLoad Source code
.rlang_as_friendly_type Source code
.rlang_check_is_string Source code
.rlang_stop_unexpected_typeof Source code
.stop_not_number Source code
`metric_direction<-` Source code
abort_if_class_pred Source code
accuracy Man page Source code
accuracy.data.frame Man page Source code
accuracy.matrix Source code
accuracy.table Source code
accuracy_table_impl Source code
accuracy_vec Man page Source code
as_factor_from_class_pred Source code
as_tibble.metric_set Source code
auc Source code
autoplot.conf_mat Source code
autoplot.gain_df Source code
autoplot.lift_df Source code
autoplot.pr_df Source code
autoplot.roc_df Source code
autoplot.roc_survival_df Source code
average_precision Man page Source code
average_precision.data.frame Man page Source code
average_precision_binary Source code
average_precision_estimator_impl Source code
average_precision_multiclass Source code
average_precision_vec Man page Source code
bal_accuracy Man page Source code
bal_accuracy.data.frame Man page Source code
bal_accuracy.matrix Source code
bal_accuracy.table Source code
bal_accuracy_binary Source code
bal_accuracy_multiclass Source code
bal_accuracy_table_impl Source code
bal_accuracy_vec Man page Source code
binary_checks Source code
binary_checks.default Source code
binary_checks.factor Source code
binary_checks.matrix Source code
binary_checks.numeric Source code
binary_threshold_curve Source code
brier_class Man page Source code
brier_class.data.frame Man page Source code
brier_class_estimator_impl Source code
brier_class_vec Man page Source code
brier_factor Source code
brier_ind Source code
brier_survival Man page Source code
brier_survival.data.frame Man page Source code
brier_survival_impl Source code
brier_survival_integrated Man page Source code
brier_survival_integrated.data.frame Man page Source code
brier_survival_integrated_impl Source code
brier_survival_integrated_vec Man page Source code
brier_survival_vec Man page Source code
call_remove_static_arguments Source code
ccc Man page Source code
ccc.data.frame Man page Source code
ccc_impl Source code
ccc_vec Man page Source code
check_arg Source code
check_bool Source code
check_call Source code
check_character Source code
check_class_metric Man page Source code
check_closure Source code
check_data_frame Source code
check_dynamic_survival_metric Man page Source code
check_environment Source code
check_formula Source code
check_function Source code
check_logical Source code
check_mcc_data Source code
check_metric Man page
check_name Source code
check_number_decimal Source code
check_number_whole Source code
check_numeric_metric Man page Source code
check_prob_metric Man page Source code
check_protected_names Source code
check_roc_options_deprecated Source code
check_static_survival_metric Man page Source code
check_string Source code
check_symbol Source code
check_table Source code
class1 Source code
class_metric_summarizer Man page Source code
classification_cost Man page Source code
classification_cost.data.frame Man page Source code
classification_cost_binary Source code
classification_cost_estimator_impl Source code
classification_cost_multiclass Source code
classification_cost_vec Man page Source code
cm_heat Source code
cm_mosaic Source code
compute_n_occurrences Source code
concordance_survival Man page Source code
concordance_survival.data.frame Man page Source code
concordance_survival_impl Source code
concordance_survival_vec Man page Source code
conf_mat Man page Source code
conf_mat.data.frame Man page Source code
conf_mat.default Man page
conf_mat.grouped_df Source code
conf_mat.matrix Source code
conf_mat.table Man page Source code
conf_mat_impl Source code
curve_finalize Source code
curve_metric_summarizer Man page Source code
curve_survival_metric_summarizer Man page Source code
demographic_parity Man page
detection_prevalence Man page Source code
detection_prevalence.data.frame Man page Source code
detection_prevalence.matrix Source code
detection_prevalence.table Source code
detection_prevalence_binary Source code
detection_prevalence_multiclass Source code
detection_prevalence_table_impl Source code
detection_prevalence_vec Man page Source code
developer-helpers Man page
diff_range Source code
dots_to_estimate Man page Source code
dynamic_survival_metric_summarizer Man page Source code
equal_opportunity Man page
equalized_odds Man page
eval_safely Source code
f_meas Man page Source code
f_meas.data.frame Man page Source code
f_meas.matrix Source code
f_meas.table Source code
f_meas_binary Source code
f_meas_multiclass Source code
f_meas_table_impl Source code
f_meas_vec Man page Source code
finalize_estimator Man page Source code
finalize_estimator_default Source code
finalize_estimator_default.Surv Source code
finalize_estimator_default.default Source code
finalize_estimator_default.factor Source code
finalize_estimator_default.matrix Source code
finalize_estimator_default.numeric Source code
finalize_estimator_default.table Source code
finalize_estimator_internal Man page Source code
finalize_estimator_internal.accuracy Source code
finalize_estimator_internal.default Source code
finalize_estimator_internal.pr_auc Source code
finalize_estimator_internal.roc_auc Source code
finalize_estimator_roc_auc Source code
flatten Source code
format.metric Source code
format.metric_factory Source code
format.metric_set Source code
gain_capture Man page Source code
gain_capture.data.frame Man page Source code
gain_capture_binary Source code
gain_capture_estimator_impl Source code
gain_capture_multiclass Source code
gain_capture_vec Man page Source code
gain_curve Man page Source code
gain_curve.data.frame Man page Source code
gain_curve_binary Source code
gain_curve_binary_impl Source code
gain_curve_estimator_impl Source code
gain_curve_multiclass Source code
gain_curve_vec Source code
generate_all_level_combinations Source code
generate_equal_cost_grid Source code
get_axis_labels Source code
get_known_selection Source code
get_metric_fn_direction Source code
get_quo_label Source code
get_static_arguments Source code
get_unique_eval_times Source code
get_weights Man page Source code
groupwise_metric_class Source code
handle_chr_names Source code
hpc_cv Man page
huber_loss Man page Source code
huber_loss.data.frame Man page Source code
huber_loss_impl Source code
huber_loss_pseudo Man page Source code
huber_loss_pseudo.data.frame Man page Source code
huber_loss_pseudo_impl Source code
huber_loss_pseudo_vec Man page Source code
huber_loss_vec Man page Source code
iic Man page Source code
iic.data.frame Man page Source code
iic_impl Source code
iic_vec Man page Source code
in_tuning_env Source code
init_known_selection Source code
is_binary Source code
is_class_pred Source code
is_event_first Source code
is_known_selection Source code
is_linear_weighting Source code
is_metric Source code
is_micro Source code
is_multiclass Source code
is_multiclass.default Source code
is_multiclass.factor Source code
is_multiclass.table Source code
is_no_weighting Source code
is_quadratic_weighting Source code
j_index Man page Source code
j_index.data.frame Man page Source code
j_index.matrix Source code
j_index.table Source code
j_index_binary Source code
j_index_multiclass Source code
j_index_table_impl Source code
j_index_vec Man page Source code
kap Man page Source code
kap.data.frame Man page Source code
kap.matrix Source code
kap.table Source code
kap_table_impl Source code
kap_vec Man page Source code
lift_curve Man page Source code
lift_curve.data.frame Man page Source code
lift_curve_vec Source code
lung_surv Man page
mae Man page Source code
mae.data.frame Man page Source code
mae_impl Source code
mae_vec Man page Source code
make_correlation_undefined_constant_message Source code
make_dummy Source code
make_numeric_metric_function Source code
make_prob_class_metric_function Source code
make_survival_metric_function Source code
make_weighting_matrix Source code
map_chr Source code
mape Man page Source code
mape.data.frame Man page Source code
mape_impl Source code
mape_vec Man page Source code
mase Man page Source code
mase.data.frame Man page Source code
mase_impl Source code
mase_vec Man page Source code
max_positive_rate_diff Source code
mcc Man page Source code
mcc.data.frame Man page Source code
mcc.matrix Source code
mcc.table Source code
mcc_binary Source code
mcc_multiclass Source code
mcc_multiclass_impl Source code
mcc_table_impl Source code
mcc_vec Man page Source code
metric-summarizers Man page
metric_direction Source code
metric_set Man page Source code
metric_summarizer Man page Source code
metric_tibbler Source code
metric_tweak Man page Source code
metric_vec_template Man page Source code
metrics Man page Source code
metrics.data.frame Man page Source code
mn_log_loss Man page Source code
mn_log_loss.data.frame Man page Source code
mn_log_loss_binary Source code
mn_log_loss_estimator_impl Source code
mn_log_loss_multiclass Source code
mn_log_loss_vec Man page Source code
mpe Man page Source code
mpe.data.frame Man page Source code
mpe_impl Source code
mpe_vec Man page Source code
msd Man page Source code
msd.data.frame Man page Source code
msd_impl Source code
msd_vec Man page Source code
msg_roc_truth_no_control Source code
msg_roc_truth_no_event Source code
multiclass_checks Source code
multiclass_checks.default Source code
multiclass_checks.factor Source code
multiclass_checks.matrix Source code
multiclass_checks.numeric Source code
neg_val Source code
new-metric Man page
new_class_metric Man page Source code
new_dynamic_survival_metric Man page Source code
new_groupwise_metric Man page Source code
new_integrated_survival_metric Man page Source code
new_metric Source code
new_numeric_metric Man page Source code
new_prob_metric Man page Source code
new_static_survival_metric Man page Source code
npv Man page Source code
npv.data.frame Man page Source code
npv.matrix Source code
npv.table Source code
npv_binary Source code
npv_multiclass Source code
npv_table_impl Source code
npv_vec Man page Source code
numeric_metric_summarizer Man page Source code
obj_type_friendly Source code
obj_type_oo Source code
one_vs_all_impl Source code
one_vs_all_with_level Source code
oxford_comma Source code
pathology Man page
pivot_costs Source code
poisson_log_loss Man page Source code
poisson_log_loss.data.frame Man page Source code
poisson_log_loss_impl Source code
poisson_log_loss_vec Man page Source code
pos_val Source code
ppv Man page Source code
ppv.data.frame Man page Source code
ppv.matrix Source code
ppv.table Source code
ppv_binary Source code
ppv_multiclass Source code
ppv_table_impl Source code
ppv_vec Man page Source code
pr_auc Man page Source code
pr_auc.data.frame Man page Source code
pr_auc_binary Source code
pr_auc_estimator_impl Source code
pr_auc_multiclass Source code
pr_auc_vec Man page Source code
pr_curve Man page Source code
pr_curve.data.frame Man page Source code
pr_curve_binary Source code
pr_curve_estimator_impl Source code
pr_curve_multiclass Source code
pr_curve_vec Source code
precision Man page Source code
precision.data.frame Man page Source code
precision.matrix Source code
precision.table Source code
precision_binary Source code
precision_multiclass Source code
precision_table_impl Source code
precision_vec Man page Source code
print.conf_mat Source code
print.metric Source code
print.metric_factory Source code
print.metric_set Source code
prob_estimate_convert Source code
prob_metric_summarizer Man page Source code
protected_names Source code
quote_and_collapse Source code
recall Man page Source code
recall.data.frame Man page Source code
recall.matrix Source code
recall.table Source code
recall_binary Source code
recall_multiclass Source code
recall_table_impl Source code
recall_vec Man page Source code
recycle_costs Source code
reexports Man page
rmse Man page Source code
rmse.data.frame Man page Source code
rmse_impl Source code
rmse_vec Man page Source code
roc_auc Man page Source code
roc_auc.data.frame Man page Source code
roc_auc_adjust_result_estimator Source code
roc_auc_binary Source code
roc_auc_estimator_impl Source code
roc_auc_hand_till Source code
roc_auc_multiclass Source code
roc_auc_subset Source code
roc_auc_survival Man page Source code
roc_auc_survival.data.frame Man page Source code
roc_auc_survival_vec Man page Source code
roc_auc_vec Man page Source code
roc_aunp Man page Source code
roc_aunp.data.frame Man page Source code
roc_aunp_vec Man page Source code
roc_aunu Man page Source code
roc_aunu.data.frame Man page Source code
roc_aunu_vec Man page Source code
roc_curve Man page Source code
roc_curve.data.frame Man page Source code
roc_curve_binary Source code
roc_curve_estimator_impl Source code
roc_curve_multiclass Source code
roc_curve_survival Man page Source code
roc_curve_survival.data.frame Man page Source code
roc_curve_survival_impl Source code
roc_curve_survival_impl_one Source code
roc_curve_survival_vec Source code
roc_curve_vec Source code
roc_trap_auc Source code
rpd Man page Source code
rpd.data.frame Man page Source code
rpd_impl Source code
rpd_vec Man page Source code
rpiq Man page Source code
rpiq.data.frame Man page Source code
rpiq_impl Source code
rpiq_vec Man page Source code
rsq Man page Source code
rsq.data.frame Man page Source code
rsq_impl Source code
rsq_trad Man page Source code
rsq_trad.data.frame Man page Source code
rsq_trad_impl Source code
rsq_trad_vec Man page Source code
rsq_vec Man page Source code
s3_register Source code
sens Man page Source code
sens.data.frame Man page Source code
sens.matrix Source code
sens.table Source code
sens_binary Source code
sens_multiclass Source code
sens_table_impl Source code
sens_vec Man page Source code
sensitivity Man page Source code
sensitivity.data.frame Man page Source code
sensitivity.matrix Source code
sensitivity.table Source code
sensitivity_vec Man page
set_known_selection Source code
set_static_arguments Source code
smape Man page Source code
smape.data.frame Man page Source code
smape_impl Source code
smape_vec Man page Source code
solubility_test Man page
space_fun Source code
space_y_fun Source code
spec Man page Source code
spec.data.frame Man page Source code
spec.matrix Source code
spec.table Source code
spec_binary Source code
spec_multiclass Source code
spec_table_impl Source code
spec_vec Man page Source code
specificity Man page Source code
specificity.data.frame Man page Source code
specificity.matrix Source code
specificity.table Source code
specificity_vec Man page
spliceable_argument Source code
spliceable_case_weights Source code
static_survival_metric_summarizer Man page Source code
stop_input_type Source code
stop_roc_truth_no_control Source code
stop_roc_truth_no_event Source code
summary.conf_mat Man page Source code
tidy Man page
tidy.conf_mat Man page Source code
two_class_example Man page
validate_binary_estimator Source code
validate_case_weights Source code
validate_class Source code
validate_costs Source code
validate_estimator Man page Source code
validate_event_level Source code
validate_factor_truth_factor_estimate Source code
validate_factor_truth_matrix_estimate Source code
validate_function_class Source code
validate_inputs_are_functions Source code
validate_not_empty Source code
validate_not_missing Source code
validate_numeric_truth_numeric_estimate Source code
validate_surv_truth_list_estimate Source code
validate_surv_truth_numeric_estimate Source code
validate_truth_estimate_checks Source code
validate_truth_estimate_lengths Source code
validate_truth_estimate_types Source code
validate_truth_estimate_types.default Source code
validate_truth_estimate_types.factor Source code
validate_truth_estimate_types.numeric Source code
validate_truth_m Source code
validate_weighting Source code
vec_type_friendly Source code
warn_conf_mat_dots_deprecated Source code
warn_correlation_undefined Source code
warn_correlation_undefined_constant_estimate Source code
warn_correlation_undefined_constant_truth Source code
warn_correlation_undefined_size_zero_or_one Source code
warn_precision_undefined Source code
warn_precision_undefined_binary Source code
warn_precision_undefined_multiclass Source code
warn_recall_undefined Source code
warn_recall_undefined_binary Source code
warn_recall_undefined_multiclass Source code
warn_roc_options_deprecated Source code
warn_roc_truth_no_control Source code
warn_roc_truth_no_event Source code
warn_sens_undefined Source code
warn_sens_undefined_binary Source code
warn_sens_undefined_multiclass Source code
warn_spec_undefined Source code
warn_spec_undefined_binary Source code
warn_spec_undefined_multiclass Source code
weighted_quantile Source code
yardstick Man page
yardstick-package Man page
yardstick_any_missing Man page Source code
yardstick_cor Source code
yardstick_cov Source code
yardstick_eval_select Source code
yardstick_eval_select_dots Source code
yardstick_event_level Source code
yardstick_mean Source code
yardstick_quantile Source code
yardstick_remove_missing Man page Source code
yardstick_sd Source code
yardstick_sum Source code
yardstick_table Source code
yardstick_truth_table Source code
yardstick_var Source code
yardstick documentation built on April 4, 2025, 12:27 a.m.

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