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mlr3 0.10.0

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@mllg mllg released this 21 Jan 13:51
  • Result containers ResampleResult and BenchmarkResult now optionally remove
    the DataBackend of the Tasks in order to reduce file size and memory
    footprint after serialization. To remove the backends from the containers,
    set store_backends to FALSE in resample() or benchmark(),
    respectively. Note that this behaviour will eventually will be the default for
    future releases.
  • Prediction objects generated by Learner$predict_newdata() now have row ids
    starting from 1 instead auto incrementing row ids of the training task.
  • as.data.table.DictionaryTasks now returns an additional column properties.
  • Added flag conditions to ResampleResult$score() and
    BenchmarkResult$score() to allow to work with failing learners more
    conveniently.