[ 原始碼： r-cran-mlr ]
套件：r-cran-mlr（2.19.1+dfsg-1）
r-cran-mlr 的相關連結
Debian 的資源：
下載原始碼套件 r-cran-mlr：
- [r-cran-mlr_2.19.1+dfsg-1.dsc]
- [r-cran-mlr_2.19.1+dfsg.orig.tar.xz]
- [r-cran-mlr_2.19.1+dfsg-1.debian.tar.xz]
維護小組：
外部的資源：
- 主頁 [cran.r-project.org]
相似套件：
Machine learning in GNU R
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.
其他與 r-cran-mlr 有關的套件
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- dep: r-api-4.0
- 本虛擬套件由這些套件填實： r-base-core
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- dep: r-base-core (>= 4.2.1-2)
- GNU R core of statistical computation and graphics system
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- dep: r-cran-backports (>= 1.1.0)
- reimplementation of functions introduced since R-3.0.0
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- dep: r-cran-bbmisc (>= 1.11)
- GNU R Miscellaneous helper functions for B. Bischl
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- dep: r-cran-checkmate (>= 1.8.2)
- GNU R fast and versatile argument checks
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- dep: r-cran-data.table (>= 1.12.4)
- GNU R extension of Data.frame
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- dep: r-cran-ggplot2
- implementation of the Grammar of Graphics
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- dep: r-cran-parallelmap (>= 1.3)
- GNU R unified interface to parallelization back-ends
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- dep: r-cran-paramhelpers (>= 1.10)
- GNU R helpers for parameters in black-box optimization and tuning
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- dep: r-cran-stringi
- GNU R character string processing facilities
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- dep: r-cran-survival
- GNU R package for survival analysis
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- dep: r-cran-xml
- GNU R package for XML parsing and generation
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- rec: r-cran-mlbench
- GNU R Machine Learning Benchmark Problems
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- rec: r-cran-testthat
- GNU R testsuite
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- sug: r-cran-batchtools
- GNU R tools for computation on batch systems
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- sug: r-cran-bit64
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- sug: r-cran-caret (>= 6.0-57)
- GNU R package for classification and regression training
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- sug: r-cran-class
- GNU R package for classification
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- sug: r-cran-cluster
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- sug: r-cran-cowplot
- GNU R streamlined plot theme and plot annotations for 'ggplot2'
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- sug: r-cran-earth
- GNU R multivariate adaptive regression splines
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- sug: r-cran-emoa
- GNU R evolutionary multiobjective optimization algorithms
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- sug: r-cran-fnn
- GNU R fast nearest neighbor search algorithms and applications
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- sug: r-cran-forecast (>= 8.3)
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- sug: r-cran-fpc
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- sug: r-cran-gbm
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- sug: r-cran-glmnet
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- sug: r-cran-hmisc
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- sug: r-cran-irace (>= 2.0)
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- sug: r-cran-kernlab
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- sug: r-cran-knitr
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- sug: r-cran-lintr (>= 1.0.0.9001)
- Linter for R Code
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- sug: r-cran-mass
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- sug: r-cran-mda
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- sug: r-cran-memoise
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- sug: r-cran-modeltools
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- sug: r-cran-nnet
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- sug: r-cran-numderiv
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- sug: r-cran-pander
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- sug: r-cran-pec
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- sug: r-cran-pls
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- sug: r-cran-ranger (>= 0.8.0)
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- sug: r-cran-rappdirs
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- sug: r-cran-rgenoud
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- sug: r-cran-rmarkdown
- convert R markdown documents into a variety of formats
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- sug: r-cran-rocr
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- sug: r-cran-sf
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- sug: r-cran-tidyr
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- sug: r-cran-vdiffr
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