mlr_measures_surv.uno_auc | R Documentation |
Calls survAUC::AUC.uno()
.
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():
MeasureSurvUnoAUC$new() mlr_measures$get("surv.uno_auc") msr("surv.uno_auc")
Type: "surv"
Range: [0, 1]
Minimize: FALSE
Required prediction: lp
mlr3::Measure
-> mlr3proba::MeasureSurv
-> mlr3proba::MeasureSurvAUC
-> MeasureSurvUnoAUC
new()
Creates a new instance of this R6 class.
MeasureSurvUnoAUC$new(integrated = TRUE, times)
integrated
(logical(1)
)
If TRUE
(default), returns the integrated score; otherwise, not integrated.
times
(numeric()
)
If integrate == TRUE
then a vector of time-points over which to integrate the score.
If integrate == FALSE
then a single time point at which to return the score.
clone()
The objects of this class are cloneable with this method.
MeasureSurvUnoAUC$clone(deep = FALSE)
deep
Whether to make a deep clone.
Uno H, Cai T, Tian L, Wei LJ (2007). “Evaluating Prediction Rules fort-Year Survivors With Censored Regression Models.” Journal of the American Statistical Association, 102(478), 527–537. doi: 10.1198/016214507000000149.
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.hung_auc
,
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_tnr
,
mlr_measures_surv.uno_tpr
,
mlr_measures_surv.xu_r2
Other AUC survival measures:
mlr_measures_surv.chambless_auc
,
mlr_measures_surv.hung_auc
,
mlr_measures_surv.song_auc
,
mlr_measures_surv.song_tnr
,
mlr_measures_surv.song_tpr
,
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.hung_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_tnr
,
mlr_measures_surv.uno_tpr
,
mlr_measures_surv.xu_r2
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