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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  1 month and 22 days ago 97 main
conda 4.6 MB | win-64/r-mlr-2.19.2-r43h11b023d_2.conda  1 month and 22 days ago 104 main
conda 4.6 MB | osx-arm64/r-mlr-2.19.2-r44h570997c_2.conda  1 month and 22 days ago 19 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r44h79f565e_2.conda  1 month and 22 days ago 21 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r43h79f565e_2.conda  1 month and 22 days ago 17 main
conda 4.6 MB | osx-arm64/r-mlr-2.19.2-r43h570997c_2.conda  1 month and 22 days ago 18 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r44h2b5f3a1_2.conda  1 month and 22 days ago 276 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r43h2b5f3a1_2.conda  1 month and 22 days ago 307 main
conda 4.6 MB | win-64/r-mlr-2.19.2-r44h11b023d_1.conda  5 months and 22 days ago 226 main
conda 4.6 MB | win-64/r-mlr-2.19.2-r43h11b023d_1.conda  5 months and 22 days ago 210 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r44h6b9d099_1.conda  5 months and 22 days ago 194 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r43h6b9d099_1.conda  5 months and 22 days ago 186 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r44hdb488b9_1.conda  5 months and 22 days ago 827 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r43hdb488b9_1.conda  5 months and 22 days ago 843 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r43h6b9d099_0.conda  7 months and 6 days ago 206 main
conda 4.6 MB | osx-64/r-mlr-2.19.2-r42h6b9d099_0.conda  7 months and 6 days ago 214 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r43hb1dbf0f_0.conda  7 months and 6 days ago 951 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r42hb1dbf0f_0.conda  7 months and 6 days ago 1151 main
conda 4.6 MB | osx-64/r-mlr-2.19.1-r43h6dc245f_2.conda  1 year and 7 months ago 222 main
conda 4.6 MB | osx-64/r-mlr-2.19.1-r42h6dc245f_2.conda  1 year and 7 months ago 220 main
conda 4.6 MB | linux-64/r-mlr-2.19.1-r42h57805ef_2.conda  1 year and 7 months ago 2491 main
conda 4.6 MB | linux-64/r-mlr-2.19.1-r43h57805ef_2.conda  1 year and 7 months ago 2338 main
conda 4.6 MB | osx-64/r-mlr-2.19.1-r42h815d134_1.tar.bz2  2 years and 3 months ago 86 main
conda 4.6 MB | osx-64/r-mlr-2.19.1-r41h815d134_1.tar.bz2  2 years and 3 months ago 85 main
conda 4.6 MB | linux-64/r-mlr-2.19.1-r42h06615bd_1.tar.bz2  2 years and 3 months ago 3175 main
conda 4.7 MB | linux-64/r-mlr-2.19.1-r41h06615bd_1.tar.bz2  2 years and 3 months ago 2532 main
conda 4.6 MB | osx-64/r-mlr-2.19.1-r41h815d134_0.tar.bz2  2 years and 3 months ago 76 main
conda 4.6 MB | linux-64/r-mlr-2.19.1-r41h06615bd_0.tar.bz2  2 years and 3 months ago 1821 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r41h28b5c78_1.tar.bz2  3 years and 7 months ago 176 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r41hcfec24a_1.tar.bz2  3 years and 7 months ago 4222 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r40h28b5c78_1.tar.bz2  3 years and 7 months ago 160 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r36h28b5c78_1.tar.bz2  3 years and 7 months ago 160 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r36hcfec24a_1.tar.bz2  3 years and 7 months ago 2686 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r40hcfec24a_1.tar.bz2  3 years and 7 months ago 3138 main
conda 4.8 MB | win-64/r-mlr-2.19.0-r36h6d2157b_0.tar.bz2  3 years and 10 months ago 953 main
conda 4.8 MB | win-64/r-mlr-2.19.0-r40h6d2157b_0.tar.bz2  3 years and 10 months ago 932 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r40hf6ff476_0.tar.bz2  3 years and 10 months ago 240 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r36hf6ff476_0.tar.bz2  3 years and 10 months ago 238 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r40hcfec24a_0.tar.bz2  3 years and 10 months ago 2637 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r36hcfec24a_0.tar.bz2  3 years and 10 months ago 2561 main
conda 4.8 MB | win-64/r-mlr-2.18.0-r40h02096d4_0.tar.bz2  4 years and 3 months ago 997 main
conda 4.8 MB | win-64/r-mlr-2.18.0-r36h02096d4_0.tar.bz2  4 years and 3 months ago 1002 main
conda 4.7 MB | linux-64/r-mlr-2.18.0-r36h0eb13af_0.tar.bz2  4 years and 3 months ago 2927 main
conda 4.7 MB | osx-64/r-mlr-2.18.0-r40hb5ad454_0.tar.bz2  4 years and 3 months ago 309 main
conda 4.7 MB | osx-64/r-mlr-2.18.0-r36hb5ad454_0.tar.bz2  4 years and 3 months ago 310 main
conda 4.7 MB | linux-64/r-mlr-2.18.0-r40h0eb13af_0.tar.bz2  4 years and 3 months ago 2938 main
conda 4.8 MB | win-64/r-mlr-2.17.1-r36hda5aaf8_1.tar.bz2  4 years and 8 months ago 1082 main
conda 4.8 MB | win-64/r-mlr-2.17.1-r40hda5aaf8_1.tar.bz2  4 years and 8 months ago 1082 main
conda 4.7 MB | osx-64/r-mlr-2.17.1-r40h17f1fa6_1.tar.bz2  4 years and 8 months ago 333 main
conda 4.7 MB | osx-64/r-mlr-2.17.1-r36h17f1fa6_1.tar.bz2  4 years and 8 months ago 351 main

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