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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 4.6 MB | win-64/r-mlr-2.19.2-r44h11b023d_2.conda  15 days and 14 hours ago 54 main
conda 4.6 MB | win-64/r-mlr-2.19.2-r43h11b023d_2.conda  15 days and 14 hours ago 54 main
conda 4.6 MB | osx-arm64/r-mlr-2.19.2-r44h570997c_2.conda  15 days and 14 hours ago 16 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r44h79f565e_2.conda  15 days and 14 hours ago 19 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r43h79f565e_2.conda  15 days and 14 hours ago 15 main
conda 4.6 MB | osx-arm64/r-mlr-2.19.2-r43h570997c_2.conda  15 days and 14 hours ago 15 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r44h2b5f3a1_2.conda  15 days and 14 hours ago 109 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r43h2b5f3a1_2.conda  15 days and 14 hours ago 128 main
conda 4.6 MB | win-64/r-mlr-2.19.2-r44h11b023d_1.conda  4 months and 15 days ago 223 main
conda 4.6 MB | win-64/r-mlr-2.19.2-r43h11b023d_1.conda  4 months and 15 days ago 207 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r44h6b9d099_1.conda  4 months and 15 days ago 192 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r43h6b9d099_1.conda  4 months and 15 days ago 186 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r44hdb488b9_1.conda  4 months and 15 days ago 718 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r43hdb488b9_1.conda  4 months and 15 days ago 743 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r43h6b9d099_0.conda  6 months and 8 hours ago 205 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r42h6b9d099_0.conda  6 months and 8 hours ago 213 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r43hb1dbf0f_0.conda  6 months and 8 hours ago 848 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r42hb1dbf0f_0.conda  6 months and 8 hours ago 996 main

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