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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  4 years and 2 months ago 183 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r41hcfec24a_1.tar.bz2  4 years and 2 months ago 4698 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r40h28b5c78_1.tar.bz2  4 years and 2 months ago 167 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r36h28b5c78_1.tar.bz2  4 years and 2 months ago 165 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r36hcfec24a_1.tar.bz2  4 years and 2 months ago 3211 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r40hcfec24a_1.tar.bz2  4 years and 2 months ago 3654 main
conda 4.8 MB | win-64/r-mlr-2.19.0-r36h6d2157b_0.tar.bz2  4 years and 5 months ago 971 main
conda 4.8 MB | win-64/r-mlr-2.19.0-r40h6d2157b_0.tar.bz2  4 years and 5 months ago 947 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r40hf6ff476_0.tar.bz2  4 years and 5 months ago 248 main
conda 4.7 MB | osx-64/r-mlr-2.19.0-r36hf6ff476_0.tar.bz2  4 years and 5 months ago 245 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r40hcfec24a_0.tar.bz2  4 years and 5 months ago 3139 main
conda 4.7 MB | linux-64/r-mlr-2.19.0-r36hcfec24a_0.tar.bz2  4 years and 5 months ago 3077 main

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