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Interface to a large number of classification and regression techniques, including machine-readable parameter descriptions. There is also an experimental extension for survival analysis, clustering and general, example-specific cost-sensitive learning. Generic resampling, including cross-validation, bootstrapping and subsampling. Hyperparameter tuning with modern optimization techniques, for single- and multi-objective problems. Filter and wrapper methods for feature selection. Extension of basic learners with additional operations common in machine learning, also allowing for easy nested resampling. Most operations can be parallelized.

copied from cf-post-staging / r-mlr
Type Size Name Uploaded Downloads Labels
conda 5.3 MB | win-64/r-mlr-2.17.0-r36hda5aaf8_0.tar.bz2  5 years and 7 months ago 1173 main cf202003
conda 5.3 MB | win-64/r-mlr-2.17.0-r35hda5aaf8_0.tar.bz2  5 years and 7 months ago 1100 main cf202003
conda 5.2 MB | osx-64/r-mlr-2.17.0-r35h17f1fa6_0.tar.bz2  5 years and 7 months ago 354 main cf202003
conda 5.2 MB | osx-64/r-mlr-2.17.0-r36h17f1fa6_0.tar.bz2  5 years and 7 months ago 367 main cf202003
conda 5.2 MB | linux-64/r-mlr-2.17.0-r35hcdcec82_0.tar.bz2  5 years and 7 months ago 3856 main cf202003
conda 5.2 MB | linux-64/r-mlr-2.17.0-r36hcdcec82_0.tar.bz2  5 years and 7 months ago 4037 main cf202003
conda 5.2 MB | win-64/r-mlr-2.16.0-r36hda5aaf8_0.tar.bz2  5 years and 9 months ago 1223 main cf202003
conda 5.2 MB | win-64/r-mlr-2.16.0-r35hda5aaf8_0.tar.bz2  5 years and 9 months ago 1219 main cf202003
conda 5.1 MB | osx-64/r-mlr-2.16.0-r35h17f1fa6_0.tar.bz2  5 years and 9 months ago 375 main cf202003
conda 5.1 MB | osx-64/r-mlr-2.16.0-r36h17f1fa6_0.tar.bz2  5 years and 9 months ago 372 main cf202003
conda 5.1 MB | linux-64/r-mlr-2.16.0-r36hcdcec82_0.tar.bz2  5 years and 9 months ago 4025 main cf202003
conda 5.1 MB | linux-64/r-mlr-2.16.0-r35hcdcec82_0.tar.bz2  5 years and 9 months ago 3946 main cf202003
conda 5.2 MB | win-64/r-mlr-2.15.0-r36hda5aaf8_0.tar.bz2  6 years and 23 days ago 1435 main cf202003
conda 5.2 MB | win-64/r-mlr-2.15.0-r35hda5aaf8_0.tar.bz2  6 years and 23 days ago 1413 main cf202003
conda 5.1 MB | osx-64/r-mlr-2.15.0-r35h159158b_0.tar.bz2  6 years and 23 days ago 378 main cf202003
conda 5.1 MB | osx-64/r-mlr-2.15.0-r36h159158b_0.tar.bz2  6 years and 23 days ago 366 main cf202003
conda 5.1 MB | linux-64/r-mlr-2.15.0-r35hcdcec82_0.tar.bz2  6 years and 23 days ago 4358 main cf202003
conda 5.1 MB | linux-64/r-mlr-2.15.0-r36hcdcec82_0.tar.bz2  6 years and 23 days ago 4800 main cf202003
conda 5.2 MB | win-64/r-mlr-2.14.0-r36hda5aaf8_1.tar.bz2  6 years and 1 month ago 1411 main cf202003
conda 5.2 MB | win-64/r-mlr-2.14.0-r35hda5aaf8_1.tar.bz2  6 years and 1 month ago 1400 main cf202003
conda 5.1 MB | osx-64/r-mlr-2.14.0-r35h159158b_1.tar.bz2  6 years and 1 month ago 373 main cf202003
conda 5.1 MB | osx-64/r-mlr-2.14.0-r36h159158b_1.tar.bz2  6 years and 1 month ago 372 main cf202003
conda 5.1 MB | linux-64/r-mlr-2.14.0-r36hcdcec82_1.tar.bz2  6 years and 1 month ago 4669 main cf202003
conda 5.1 MB | linux-64/r-mlr-2.14.0-r35hcdcec82_1.tar.bz2  6 years and 1 month ago 4369 main cf202003
conda 5.2 MB | win-64/r-mlr-2.14.0-r35hda5aaf8_0.tar.bz2  6 years and 2 months ago 1399 main cf202003

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