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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 19 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r44h2b5f3a1_2.conda  1 month and 22 days ago 279 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r43h2b5f3a1_2.conda  1 month and 22 days ago 310 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 187 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r44hdb488b9_1.conda  5 months and 22 days ago 829 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r43hdb488b9_1.conda  5 months and 22 days ago 844 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 952 main
conda 4.6 MB | linux-64/r-mlr-2.19.2-r42hb1dbf0f_0.conda  7 months and 6 days ago 1152 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 2492 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 3176 main
conda 4.7 MB | linux-64/r-mlr-2.19.1-r41h06615bd_1.tar.bz2  2 years and 3 months ago 2533 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 1822 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 4223 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 2687 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r40hcfec24a_1.tar.bz2  3 years and 7 months ago 3139 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 933 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 2638 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r36hcfec24a_0.tar.bz2  3 years and 10 months ago 2562 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 2928 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 2939 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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