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mlr3proba 0.2.3

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@RaphaelS1 RaphaelS1 released this 02 Nov 08:32

mlr3proba 0.2.3

  • All learners that previously lived in the mlr3learners organisation are now in the mlr3extralearners repository.
  • Fixed bottleneck in MeasureSurvLogloss
  • Bugfix in MeasureSurvCalibrationAlpha
  • Patch for valgrind
  • TaskDens now inherits from TaskUnsupervised which means target/truth has been removed. No specification of a target column is required, instead a one-column matrix-like object or numeric vector should be passed to the task backend and the density will be estimated for this column, or two columns and one set as weight.
  • Fixed bug in load_eruption to fix name of data columns
  • Added calibration plot for comparing average predicted survival distribution to Kaplan-Meier to mlr3viz
  • Removed unneccessary pracma dependency in learners
  • Fix in PipeOpDistrCompositor, previously base distribution was only using the first predicted distribution, now the baseline is taken by averaging over all predictions with uniform weights

mlr3proba 0.2.2

  • Default kernel for LearnerDensityKDE is now Epan to reduce imports
  • Minor internal patches for mlr3 0.6.0
  • Bug fix in MeasureSurvCalibrationBeta now returns NA not error if lp predict type not available