mlr_measures_surv.hung_auc | R Documentation |
Calls survAUC::AUC.hc()
.
Assumes random censoring.
All measures implemented from survAUC should be used with care, we are aware
of problems in implementation that sometimes cause fatal errors in R. In future updates these
measures will all be re-written and implemented directly in mlr3proba
.
This Measure can be instantiated via the dictionary mlr_measures or with the associated sugar function msr():
MeasureSurvHungAUC$new() mlr_measures$get("surv.hung_auc") msr("surv.hung_auc")
Type: "surv"
Range: [0, 1]
Minimize: FALSE
Required prediction: lp
mlr3::Measure
-> mlr3proba::MeasureSurv
-> mlr3proba::MeasureSurvAUC
-> MeasureSurvHungAUC
new()
Creates a new instance of this R6 class.
MeasureSurvHungAUC$new()
clone()
The objects of this class are cloneable with this method.
MeasureSurvHungAUC$clone(deep = FALSE)
deep
Whether to make a deep clone.
Hung H, Chiang C (2010). “Estimation methods for time-dependent AUC models with survival data.” The Canadian Journal of Statistics / La Revue Canadienne de Statistique, 38(1), 8–26. https://www.jstor.org/stable/27805213.
Other survival measures:
mlr_measures_surv.calib_alpha
,
mlr_measures_surv.calib_beta
,
mlr_measures_surv.chambless_auc
,
mlr_measures_surv.cindex
,
mlr_measures_surv.dcalib
,
mlr_measures_surv.graf
,
mlr_measures_surv.intlogloss
,
mlr_measures_surv.logloss
,
mlr_measures_surv.mae
,
mlr_measures_surv.mse
,
mlr_measures_surv.nagelk_r2
,
mlr_measures_surv.oquigley_r2
,
mlr_measures_surv.rcll
,
mlr_measures_surv.rmse
,
mlr_measures_surv.schmid
,
mlr_measures_surv.song_auc
,
mlr_measures_surv.song_tnr
,
mlr_measures_surv.song_tpr
,
mlr_measures_surv.uno_auc
,
mlr_measures_surv.uno_tnr
,
mlr_measures_surv.uno_tpr
,
mlr_measures_surv.xu_r2
Other AUC survival measures:
mlr_measures_surv.chambless_auc
,
mlr_measures_surv.song_auc
,
mlr_measures_surv.song_tnr
,
mlr_measures_surv.song_tpr
,
mlr_measures_surv.uno_auc
,
mlr_measures_surv.uno_tnr
,
mlr_measures_surv.uno_tpr
Other lp survival measures:
mlr_measures_surv.calib_beta
,
mlr_measures_surv.chambless_auc
,
mlr_measures_surv.nagelk_r2
,
mlr_measures_surv.oquigley_r2
,
mlr_measures_surv.song_auc
,
mlr_measures_surv.song_tnr
,
mlr_measures_surv.song_tpr
,
mlr_measures_surv.uno_auc
,
mlr_measures_surv.uno_tnr
,
mlr_measures_surv.uno_tpr
,
mlr_measures_surv.xu_r2
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