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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 17 hours ago 54 main
conda 4.6 MB | win-64/r-mlr-2.19.2-r43h11b023d_2.conda  15 days and 17 hours ago 54 main
conda 4.6 MB | osx-arm64/r-mlr-2.19.2-r44h570997c_2.conda  15 days and 17 hours ago 16 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r44h79f565e_2.conda  15 days and 17 hours ago 19 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r43h79f565e_2.conda  15 days and 17 hours ago 15 main
conda 4.6 MB | osx-arm64/r-mlr-2.19.2-r43h570997c_2.conda  15 days and 17 hours ago 15 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r44h2b5f3a1_2.conda  15 days and 17 hours ago 111 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r43h2b5f3a1_2.conda  15 days and 17 hours ago 130 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 719 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r43hdb488b9_1.conda  4 months and 15 days ago 744 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r43h6b9d099_0.conda  6 months and 11 hours ago 205 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r42h6b9d099_0.conda  6 months and 11 hours ago 213 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r43hb1dbf0f_0.conda  6 months and 11 hours ago 850 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r42hb1dbf0f_0.conda  6 months and 11 hours ago 997 main
conda 4.6 MB | osx-64/r-mlr-2.19.1-r43h6dc245f_2.conda  1 year and 5 months ago 221 main
conda 4.6 MB | osx-64/r-mlr-2.19.1-r42h6dc245f_2.conda  1 year and 5 months ago 219 main
conda 4.6 MB | linux-64/r-mlr-2.19.1-r42h57805ef_2.conda  1 year and 5 months ago 2381 main
conda 4.6 MB | linux-64/r-mlr-2.19.1-r43h57805ef_2.conda  1 year and 5 months ago 2226 main
conda 4.6 MB | osx-64/r-mlr-2.19.1-r42h815d134_1.tar.bz2  2 years and 1 month ago 86 main
conda 4.6 MB | osx-64/r-mlr-2.19.1-r41h815d134_1.tar.bz2  2 years and 1 month ago 84 main
conda 4.6 MB | linux-64/r-mlr-2.19.1-r42h06615bd_1.tar.bz2  2 years and 1 month ago 3069 main
conda 4.7 MB | linux-64/r-mlr-2.19.1-r41h06615bd_1.tar.bz2  2 years and 1 month ago 2427 main
conda 4.6 MB | osx-64/r-mlr-2.19.1-r41h815d134_0.tar.bz2  2 years and 2 months ago 75 main
conda 4.6 MB | linux-64/r-mlr-2.19.1-r41h06615bd_0.tar.bz2  2 years and 2 months ago 1715 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r41h28b5c78_1.tar.bz2  3 years and 6 months ago 176 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r41hcfec24a_1.tar.bz2  3 years and 6 months ago 4120 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r40h28b5c78_1.tar.bz2  3 years and 6 months ago 160 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r36h28b5c78_1.tar.bz2  3 years and 6 months ago 159 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r36hcfec24a_1.tar.bz2  3 years and 6 months ago 2570 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r40hcfec24a_1.tar.bz2  3 years and 6 months ago 3033 main
conda 4.8 MB | win-64/r-mlr-2.19.0-r36h6d2157b_0.tar.bz2  3 years and 9 months ago 949 main
conda 4.8 MB | win-64/r-mlr-2.19.0-r40h6d2157b_0.tar.bz2  3 years and 9 months ago 928 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r40hf6ff476_0.tar.bz2  3 years and 9 months ago 240 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r36hf6ff476_0.tar.bz2  3 years and 9 months ago 238 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r40hcfec24a_0.tar.bz2  3 years and 9 months ago 2534 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r36hcfec24a_0.tar.bz2  3 years and 9 months ago 2447 main
conda 4.8 MB | win-64/r-mlr-2.18.0-r40h02096d4_0.tar.bz2  4 years and 2 months ago 994 main
conda 4.8 MB | win-64/r-mlr-2.18.0-r36h02096d4_0.tar.bz2  4 years and 2 months ago 999 main
conda 4.7 MB | linux-64/r-mlr-2.18.0-r36h0eb13af_0.tar.bz2  4 years and 2 months ago 2820 main
conda 4.7 MB | osx-64/r-mlr-2.18.0-r40hb5ad454_0.tar.bz2  4 years and 2 months ago 309 main
conda 4.7 MB | osx-64/r-mlr-2.18.0-r36hb5ad454_0.tar.bz2  4 years and 2 months ago 310 main
conda 4.7 MB | linux-64/r-mlr-2.18.0-r40h0eb13af_0.tar.bz2  4 years and 2 months ago 2833 main
conda 4.8 MB | win-64/r-mlr-2.17.1-r36hda5aaf8_1.tar.bz2  4 years and 7 months ago 1077 main
conda 4.8 MB | win-64/r-mlr-2.17.1-r40hda5aaf8_1.tar.bz2  4 years and 7 months ago 1079 main
conda 4.7 MB | osx-64/r-mlr-2.17.1-r40h17f1fa6_1.tar.bz2  4 years and 7 months ago 333 main
conda 4.7 MB | osx-64/r-mlr-2.17.1-r36h17f1fa6_1.tar.bz2  4 years and 7 months ago 351 main

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