[ Källkod: r-cran-mlr ]
Paket: r-cran-mlr (2.19.1 dfsg-1)
Länkar för r-cran-mlr
Debianresurser:
Hämta källkodspaketet 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]
Ansvariga:
Externa resurser:
- Hemsida [cran.r-project.org]
Liknande paket:
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.
Andra paket besläktade med r-cran-mlr
|
|
|
|
-
- dep: r-api-4.0
- virtuellt paket som tillhandahålls av r-base-core
-
- dep: r-base-core (>= 4.2.1-2)
- GNU R core of statistical computation and graphics system
-
- dep: r-cran-backports (>= 1.1.0)
- reimplementation of functions introduced since R-3.0.0
-
- dep: r-cran-bbmisc (>= 1.11)
- GNU R Miscellaneous helper functions for B. Bischl
-
- dep: r-cran-checkmate (>= 1.8.2)
- GNU R fast and versatile argument checks
-
- dep: r-cran-data.table (>= 1.12.4)
- GNU R extension of Data.frame
-
- dep: r-cran-ggplot2
- implementation of the Grammar of Graphics
-
- dep: r-cran-parallelmap (>= 1.3)
- GNU R unified interface to parallelization back-ends
-
- dep: r-cran-paramhelpers (>= 1.10)
- GNU R helpers for parameters in black-box optimization and tuning
-
- dep: r-cran-stringi
- GNU R character string processing facilities
-
- dep: r-cran-survival
- GNU R package for survival analysis
-
- dep: r-cran-xml
- GNU R package for XML parsing and generation
-
- rec: r-cran-mlbench
- GNU R Machine Learning Benchmark Problems
-
- rec: r-cran-testthat
- GNU R testsuite
-
- sug: r-cran-batchtools
- GNU R tools for computation on batch systems
-
- sug: r-cran-bit64
- GNU R S3 Class for Vectors of 64bit Integers
-
- sug: r-cran-caret (>= 6.0-57)
- GNU R package for classification and regression training
-
- sug: r-cran-class
- GNU R package for classification
-
- sug: r-cran-clue
- GNU R cluster ensembles
-
- sug: r-cran-cluster
- GNU R package for cluster analysis by Rousseeuw et al
-
- sug: r-cran-cowplot
- GNU R streamlined plot theme and plot annotations for 'ggplot2'
-
- sug: r-cran-e1071
- GNU R package with miscellaneous functions of the Dept of Statisics (e1071)
-
- sug: r-cran-earth
- GNU R multivariate adaptive regression splines
-
- sug: r-cran-emoa
- GNU R evolutionary multiobjective optimization algorithms
-
- sug: r-cran-fnn
- GNU R fast nearest neighbor search algorithms and applications
-
- sug: r-cran-forecast (>= 8.3)
- GNU R forecasting functions for time series and linear models
-
- sug: r-cran-fpc
- GNU R flexible procedures for clustering
-
- sug: r-cran-gbm
- GNU R package providing Generalized Boosted Regression Models
-
- sug: r-cran-ggpubr
- GNU R ggplot2 based publication ready plots
-
- sug: r-cran-glmnet
- Lasso and Elastic-Net Regularized Generalized Linear Models
-
- sug: r-cran-hmisc
- GNU R miscellaneous functions by Frank Harrell
-
- sug: r-cran-irace (>= 2.0)
- GNU R iterated racing for automatic algorithm configuration
-
- sug: r-cran-kernlab
- GNU R package for kernel-based machine learning lab
-
- sug: r-cran-knitr
- GNU R package for dynamic report generation using Literate Programming
-
- sug: r-cran-lintr (>= 1.0.0.9001)
- Linter for R Code
-
- sug: r-cran-mass
- GNU R package of Venables and Ripley's MASS
-
- sug: r-cran-mda
- GNU R mixture and flexible discriminant analysis
-
- sug: r-cran-memoise
- Memoise functions
-
- sug: r-cran-modeltools
- GNU R package providing a collection of tools to deal with statistical models
-
- sug: r-cran-nnet
- GNU R package for feed-forward neural networks
-
- sug: r-cran-numderiv
- GNU R package for accurate numerical derivatives
-
- sug: r-cran-pander
- GNU R 'Pandoc' writer
-
- sug: r-cran-party
- GNU R laboratory for recursive partytioning
-
- sug: r-cran-pec
- GNU R Prediction Error Curves for risk prediction models in survival
-
- sug: r-cran-pls
- GNU R partial least squares and principal component regression
-
- sug: r-cran-randomforest
- GNU R package implementing the random forest classificator
-
- sug: r-cran-ranger (>= 0.8.0)
- Fast Implementation of Random Forests
-
- sug: r-cran-rappdirs
- GNU R application directories
-
- sug: r-cran-rex
- GNU R friendly regular expressions
-
- sug: r-cran-rgenoud
- R Version of GENetic Optimization Using Derivatives
-
- sug: r-cran-rmarkdown
- convert R markdown documents into a variety of formats
-
- sug: r-cran-rmpi
- GNU R package interfacing MPI libraries for distributed computing
-
- sug: r-cran-rocr
- GNU R package to prepare and display ROC curves
-
- sug: r-cran-rpart
- GNU R package for recursive partitioning and regression trees
-
- sug: r-cran-sf
- Simple Features for R
-
- sug: r-cran-svglite
- GNU R 'SVG' graphics device
-
- sug: r-cran-tgp
- GNU R Bayesian treed Gaussian process models
-
- sug: r-cran-th.data
- GNU R package for datasets by Torsten Hothorn
-
- sug: r-cran-tidyr
- GNU R package to easily tidy data
-
- sug: r-cran-vdiffr
- GNU R visual regression testing and graphical diffing
Hämta r-cran-mlr
| Arkitektur | Paketstorlek | Installerad storlek | Filer |
|---|---|---|---|
| armel | 4.816,6 kbyte | 5.977,0 kbyte | [filförteckning] |