{
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  "Date/Publication": "2026-06-05 13:56:47 UTC",
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    "MeasureSurvRCLL",
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    "MeasureSurvSongAUC",
    "MeasureSurvSongTNR",
    "MeasureSurvSongTPR",
    "MeasureSurvUnoAUC",
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    "MeasureSurvUnoTPR",
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    "TaskSurv"
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      "page": "mlr3proba-package",
      "title": "mlr3proba: Probabilistic Supervised Learning for 'mlr3'",
      "topics": [
        "mlr3proba-package",
        "mlr3proba"
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    },
    {
      "page": "actg",
      "title": "ACTG 320 Clinical Trial Dataset",
      "topics": [
        "actg"
      ]
    },
    {
      "page": "as_prediction_dens",
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        "as_prediction_dens.data.frame",
        "as_prediction_dens.PredictionDens"
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    },
    {
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        "as_prediction_surv.PredictionSurv"
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    {
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        "as_task_dens.DataBackend",
        "as_task_dens.TaskDens"
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        "as_task_surv.DataBackend",
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      "page": "autoplot.LearnerSurvCoxPH",
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    {
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    {
      "page": "MeasureSurvAUC",
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      "topics": [
        "MeasureSurvAUC"
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    {
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        "mlr_graphs_crankcompositor",
        "pipeline_crankcompositor"
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    },
    {
      "page": "mlr_graphs_distrcompositor",
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        "mlr_graphs_distrcompositor",
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    {
      "page": "mlr_graphs_probregr",
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        "pipeline_responsecompositor"
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    {
      "page": "mlr_graphs_survaverager",
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        "mlr_graphs_survaverager",
        "pipeline_survaverager"
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    {
      "page": "mlr_graphs_survbagging",
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        "mlr_graphs_survbagging",
        "pipeline_survbagging"
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    },
    {
      "page": "mlr_graphs_survtoclassif_disctime",
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        "pipelines"
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        "mlr_graphs_survtoclassif_disctime",
        "pipeline_survtoclassif_disctime"
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    },
    {
      "page": "mlr_graphs_survtoclassif_IPCW",
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      "concept": [
        "pipelines"
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      "topics": [
        "mlr_graphs_survtoclassif_IPCW",
        "pipeline_survtoclassif_IPCW"
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    },
    {
      "page": "mlr_graphs_survtoregr_pem",
      "title": "Survival to Poisson Regression Reduction Pipeline",
      "concept": [
        "pipelines"
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      "topics": [
        "mlr_graphs_survtoregr_pem",
        "pipeline_survtoregr_pem"
      ]
    },
    {
      "page": "mlr_learners_dens.hist",
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      "concept": [
        "density estimators"
      ],
      "topics": [
        "LearnerDensHistogram",
        "mlr_learners_dens.hist"
      ]
    },
    {
      "page": "mlr_learners_dens.kde",
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        "mlr_learners_dens.kde"
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    },
    {
      "page": "mlr_learners_dens.kde_ks",
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        "LearnerDensKDEks",
        "mlr_learners_dens.kde_ks"
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    {
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        "LearnerDensLocfit",
        "mlr_learners_dens.locfit"
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      "page": "mlr_learners_dens.logspline",
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        "density estimators"
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        "mlr_learners_dens.logspline"
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    },
    {
      "page": "mlr_learners_dens.mixed",
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        "mlr_learners_dens.mixed"
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    {
      "page": "mlr_learners_dens.nonpar",
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        "LearnerDensNonparametric",
        "mlr_learners_dens.nonpar"
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    {
      "page": "mlr_learners_dens.plug",
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        "mlr_learners_dens.plug"
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    },
    {
      "page": "mlr_learners_dens.spline",
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        "LearnerDensSpline",
        "mlr_learners_dens.spline"
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    },
    {
      "page": "mlr_learners_surv.coxph",
      "title": "Cox Proportional Hazards Survival Learner",
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        "survival learners"
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        "mlr_learners_surv.coxph"
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    {
      "page": "mlr_learners_surv.kaplan",
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        "mlr_learners_surv.kaplan"
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      "page": "mlr_learners_surv.rpart",
      "title": "Rpart Survival Trees Survival Learner",
      "concept": [
        "survival learners"
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        "LearnerSurvRpart",
        "mlr_learners_surv.rpart"
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    },
    {
      "page": "mlr_measures_dens.logloss",
      "title": "Log Loss Density Measure",
      "concept": [
        "Density estimation measures",
        "density measures"
      ],
      "topics": [
        "MeasureDensLogloss",
        "mlr_measures_dens.logloss"
      ]
    },
    {
      "page": "mlr_measures_regr.logloss",
      "title": "Log Loss Regression Measure",
      "concept": [
        "regression measures"
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      "topics": [
        "MeasureRegrLogloss",
        "mlr_measures_regr.logloss"
      ]
    },
    {
      "page": "mlr_measures_surv.calib_alpha",
      "title": "Van Houwelingen's Calibration Alpha Survival Measure",
      "concept": [
        "calibration survival measures",
        "distr survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvCalibrationAlpha",
        "mlr_measures_surv.calib_alpha"
      ]
    },
    {
      "page": "mlr_measures_surv.calib_beta",
      "title": "Van Houwelingen's Calibration Beta Survival Measure",
      "concept": [
        "calibration survival measures",
        "lp survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvCalibrationBeta",
        "mlr_measures_surv.calib_beta"
      ]
    },
    {
      "page": "mlr_measures_surv.calib_index",
      "title": "Integrated Calibration Index Survival Measure",
      "concept": [
        "calibration survival measures",
        "distr survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvICI",
        "mlr_measures_surv.calib_index"
      ]
    },
    {
      "page": "mlr_measures_surv.chambless_auc",
      "title": "Chambless and Diao's AUC Survival Measure",
      "concept": [
        "AUC survival measures",
        "lp survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvChamblessAUC",
        "mlr_measures_surv.chambless_auc"
      ]
    },
    {
      "page": "mlr_measures_surv.cindex",
      "title": "Concordance Statistics Survival Measure",
      "concept": [
        "survival measures"
      ],
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        "MeasureSurvCindex",
        "mlr_measures_surv.cindex"
      ]
    },
    {
      "page": "mlr_measures_surv.dcalib",
      "title": "D-Calibration Survival Measure",
      "concept": [
        "calibration survival measures",
        "distr survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvDCalibration",
        "mlr_measures_surv.dcalib"
      ]
    },
    {
      "page": "mlr_measures_surv.graf",
      "title": "Integrated Brier Score Survival Measure",
      "concept": [
        "Probabilistic survival measures",
        "distr survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvBrier",
        "MeasureSurvGraf",
        "mlr_measures_surv.brier",
        "mlr_measures_surv.graf"
      ]
    },
    {
      "page": "mlr_measures_surv.hung_auc",
      "title": "Hung and Chiang's AUC Survival Measure",
      "concept": [
        "AUC survival measures",
        "lp survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvHungAUC",
        "mlr_measures_surv.hung_auc"
      ]
    },
    {
      "page": "mlr_measures_surv.intlogloss",
      "title": "Integrated Log-Likelihood Survival Measure",
      "concept": [
        "Probabilistic survival measures",
        "distr survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvIntLogloss",
        "mlr_measures_surv.intlogloss"
      ]
    },
    {
      "page": "mlr_measures_surv.logloss",
      "title": "Negative Log-Likelihood Survival Measure",
      "concept": [
        "Probabilistic survival measures",
        "distr survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvLogloss",
        "mlr_measures_surv.logloss"
      ]
    },
    {
      "page": "mlr_measures_surv.mae",
      "title": "Mean Absolute Error Survival Measure",
      "concept": [
        "response survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvMAE",
        "mlr_measures_surv.mae"
      ]
    },
    {
      "page": "mlr_measures_surv.mse",
      "title": "Mean Squared Error Survival Measure",
      "concept": [
        "response survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvMSE",
        "mlr_measures_surv.mse"
      ]
    },
    {
      "page": "mlr_measures_surv.nagelk_r2",
      "title": "Nagelkerke's R2 Survival Measure",
      "concept": [
        "R2 survival measures",
        "lp survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvNagelkR2",
        "mlr_measures_surv.nagelk_r2"
      ]
    },
    {
      "page": "mlr_measures_surv.oquigley_r2",
      "title": "O'Quigley, Xu, and Stare's R2 Survival Measure",
      "concept": [
        "R2 survival measures",
        "lp survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvOQuigleyR2",
        "mlr_measures_surv.oquigley_r2"
      ]
    },
    {
      "page": "mlr_measures_surv.rcll",
      "title": "Right-Censored Log Loss Survival Measure",
      "concept": [
        "Probabilistic survival measures",
        "distr survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvRCLL",
        "mlr_measures_surv.rcll"
      ]
    },
    {
      "page": "mlr_measures_surv.rmse",
      "title": "Root Mean Squared Error Survival Measure",
      "concept": [
        "response survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvRMSE",
        "mlr_measures_surv.rmse"
      ]
    },
    {
      "page": "mlr_measures_surv.schmid",
      "title": "Integrated Schmid Score Survival Measure",
      "concept": [
        "Probabilistic survival measures",
        "distr survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvSchmid",
        "mlr_measures_surv.schmid"
      ]
    },
    {
      "page": "mlr_measures_surv.song_auc",
      "title": "Song and Zhou's AUC Survival Measure",
      "concept": [
        "AUC survival measures",
        "lp survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvSongAUC",
        "mlr_measures_surv.song_auc"
      ]
    },
    {
      "page": "mlr_measures_surv.song_tnr",
      "title": "Song and Zhou's TNR Survival Measure",
      "concept": [
        "AUC survival measures",
        "lp survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvSongTNR",
        "mlr_measures_surv.song_tnr"
      ]
    },
    {
      "page": "mlr_measures_surv.song_tpr",
      "title": "Song and Zhou's TPR Survival Measure",
      "concept": [
        "AUC survival measures",
        "lp survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvSongTPR",
        "mlr_measures_surv.song_tpr"
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    },
    {
      "page": "mlr_measures_surv.uno_auc",
      "title": "Uno's AUC Survival Measure",
      "concept": [
        "AUC survival measures",
        "lp survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvUnoAUC",
        "mlr_measures_surv.uno_auc"
      ]
    },
    {
      "page": "mlr_measures_surv.uno_tnr",
      "title": "Uno's TNR Survival Measure",
      "concept": [
        "AUC survival measures",
        "lp survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvUnoTNR",
        "mlr_measures_surv.uno_tnr"
      ]
    },
    {
      "page": "mlr_measures_surv.uno_tpr",
      "title": "Uno's TPR Survival Measure",
      "concept": [
        "AUC survival measures",
        "lp survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvUnoTPR",
        "mlr_measures_surv.uno_tpr"
      ]
    },
    {
      "page": "mlr_measures_surv.xu_r2",
      "title": "Xu and O'Quigley's R2 Survival Measure",
      "concept": [
        "R2 survival measures",
        "lp survival measures",
        "survival measures"
      ],
      "topics": [
        "MeasureSurvXuR2",
        "mlr_measures_surv.xu_r2"
      ]
    },
    {
      "page": "mlr_pipeops_compose_breslow_distr",
      "title": "Wrap a learner into a PipeOp with survival predictions estimated by the Breslow estimator",
      "concept": [
        "survival compositors"
      ],
      "topics": [
        "mlr_pipeops_compose_breslow_distr",
        "PipeOpBreslow"
      ]
    },
    {
      "page": "mlr_pipeops_compose_probregr",
      "title": "PipeOpProbregr",
      "topics": [
        "mlr_pipeops_compose_probregr",
        "PipeOpProbregr"
      ]
    },
    {
      "page": "mlr_pipeops_crankcompose",
      "title": "PipeOpCrankCompositor",
      "concept": [
        "survival compositors"
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