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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-staging / r-mlr
Type Size Name Uploaded Downloads Labels
conda 4.7 MB | osx-64/r-mlr-2.19.0-r41h28b5c78_1.tar.bz2  3 years and 9 months ago 176 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r41hcfec24a_1.tar.bz2  3 years and 9 months ago 4387 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r40h28b5c78_1.tar.bz2  3 years and 9 months ago 161 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r36h28b5c78_1.tar.bz2  3 years and 9 months ago 160 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r36hcfec24a_1.tar.bz2  3 years and 9 months ago 2857 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r40hcfec24a_1.tar.bz2  3 years and 9 months ago 3305 main
conda 4.8 MB | win-64/r-mlr-2.19.0-r36h6d2157b_0.tar.bz2  4 years and 1 month ago 956 main
conda 4.8 MB | win-64/r-mlr-2.19.0-r40h6d2157b_0.tar.bz2  4 years and 1 month ago 937 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r40hf6ff476_0.tar.bz2  4 years and 1 month ago 241 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r36hf6ff476_0.tar.bz2  4 years and 1 month ago 238 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r40hcfec24a_0.tar.bz2  4 years and 1 month ago 2799 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r36hcfec24a_0.tar.bz2  4 years and 1 month ago 2731 main

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