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mlr3proba 0.5.7
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@bblodfon bblodfon released this 28 Dec 12:36
· 865 commits to main since this release
v0.5.7
dc2832a
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Learn about vigilant mode.

What's Changed

  • Add breslow function for estimating the cumulative baseline hazard of proportional hazard models
  • Add PipeOpBreslow to wrap a survival learner and generate distr predictions from lp predictions
  • Add option breslow estimator option in distrcompositor
  • Add extend_quantile to autoplot.PredictionSurv for type = "dcalib", which imputes NAs with the maximum observed survival time
  • Fixes default in autoplot.PredictionSurv, now "calib"
  • Update msr("surv.dcalib") default for truncate to Inf
  • Add $reverse() method to TaskSurv, which returns the same task but with 1-status.
  • Add reverse parameter to TaskSurv$kaplan() method, which calculates Kaplan-Meier on the censoring distribution of the task (1-status).
  • Fix bottlenecks in Dcalib and RCLL
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