Other packages > Find by keyword >

utiml  

Utilities for Multi-Label Learning
View on CRAN: Click here


Download and install utiml package within the R console
Install from CRAN:
install.packages("utiml")

Install from Github:
library("remotes")
install_github("cran/utiml")

Install by package version:
library("remotes")
install_version("utiml", "0.1.7")



Attach the package and use:
library("utiml")
Maintained by
Adriano Rivolli
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-04-08
Latest Update: 2021-05-31
Description:
Multi-label learning strategies and others procedures to support multi- label classification in R. The package provides a set of multi-label procedures such as sampling methods, transformation strategies, threshold functions, pre-processing techniques and evaluation metrics. A complete overview of the matter can be seen in Zhang, M. and Zhou, Z. (2014) <doi:10.1109/TKDE.2013.39> and Gibaja, E. and Ventura, S. (2015) A Tutorial on Multi-label Learning.
How to cite:
Adriano Rivolli (2016). utiml: Utilities for Multi-Label Learning. R package version 0.1.7, https://cran.r-project.org/web/packages/utiml
Previous versions and publish date:
0.1.0 (2016-04-08 10:44), 0.1.1 (2016-11-19 21:28), 0.1.2 (2017-04-06 07:38), 0.1.3 (2017-07-31 23:57), 0.1.4 (2018-04-20 02:02), 0.1.5 (2019-03-16 06:40), 0.1.6 (2020-02-07 07:30)
Other packages that cited utiml R package
View utiml citation profile
Other R packages that utiml depends, imports, suggests or enhances
Functions, R codes and Examples using the utiml R package
Some associated functions: as.bipartition . as.matrix.mlconfmat . as.matrix.mlresult . as.mlresult . as.probability . as.ranking . baseline . br . brplus . cc . clr . compute_multilabel_predictions . create_holdout_partition . create_kfold_partition . create_random_subset . create_subset . cv . dbr . ebr . ecc . eps . esl . fill_sparse_mldata . fixed_threshold . foodtruck . homer . is.bipartition . is.probability . lcard_threshold . lift . lp . mbr . mcut_threshold . merge_mlconfmat . mldata . mlknn . mlpredict . mltrain . multilabel_confusion_matrix . multilabel_evaluate . multilabel_measures . multilabel_prediction . normalize_mldata . ns . partition_fold . pcut_threshold . plus-.mlconfmat . ppt . predict.BASELINEmodel . predict.BRPmodel . predict.BRmodel . predict.CCmodel . predict.CLRmodel . predict.DBRmodel . predict.EBRmodel . predict.ECCmodel . predict.EPSmodel . predict.ESLmodel . predict.HOMERmodel . predict.LIFTmodel . predict.LPmodel . predict.MBRmodel . predict.MLKNNmodel . predict.NSmodel . predict.PPTmodel . predict.PSmodel . predict.PruDentmodel . predict.RAkELmodel . predict.RDBRmodel . predict.RPCmodel . print.BRPmodel . print.BRmodel . print.CCmodel . print.CLRmodel . print.DBRmodel . print.EBRmodel . print.ECCmodel . print.EPSmodel . print.ESLmodel . print.LIFTmodel . print.LPmodel . print.MBRmodel . print.MLKNNmodel . print.NSmodel . print.PPTmodel . print.PSmodel . print.PruDentmodel . print.RAkELmodel . print.RDBRmodel . print.RPCmodel . print.kFoldPartition . print.majorityModel . print.mlconfmat . print.mlresult . print.randomModel . prudent . ps . rakel . rcut_threshold . rdbr . remove_attributes . remove_labels . remove_skewness_labels . remove_unique_attributes . remove_unlabeled_instances . replace_nominal_attributes . rpc . scut_threshold . sub-.mlresult . subset_correction . summary.mltransformation . toyml . utiml . utiml_measure_names . 
Some associated R codes: base_learner.R . cross_validation.R . data.R . ensemble.R . evaluation.R . internal.R . method_baseline.R . method_br.R . method_brplus.R . method_cc.R . method_clr.R . method_dbr.R . method_ebr.R . method_ecc.R . method_eps.R . method_esl.R . method_homer.R . method_lift.R . method_lp.R . method_mbr.R . method_mlknn.R . method_ns.R . method_ppt.R . method_prudent.R . method_ps.R . method_rakel.R . method_rdbr.R . method_rpc.R . mldr.R . mlresult.R . pre_process.R . sampling.R . threshold.R . transformation.R . utiml.R . zzz.R .  Full utiml package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resizer for Images, Tables and Fancy Resizable Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
factorplot  
Graphical Presentation of Simple Contrasts
Methods to calculate, print, summarize and plot pairwise differences from GLMs, GLHT or Multinomial ...
Download / Learn more Package Citations See dependency  
QuantileNPCI  
Nonparametric Confidence Intervals for Quantiles
Based on Alan D. Hutson (1999) , "Calculating nonparametric confidence i ...
Download / Learn more Package Citations See dependency  
Maintainer: Li Yan (view profile)
cdcfluview  
Retrieve Flu Season Data from the United States Centers for Disease Control and Prevention ("CDC") "FluView" Portal
The 'U.S.' Centers for Disease Control and Prevention (CDC) maintain a portal ...
Download / Learn more Package Citations See dependency  
srm  
Structural Equation Modeling for the Social Relations Model
Provides functionality for structural equation modeling for the social relations model (Kenny & ...
Download / Learn more Package Citations See dependency  
bizicount  
Bivariate Zero-Inflated Count Models Using Copulas
Maximum likelihood estimation of copula-based zero-inflated (and non-inflated) Poisson and negative ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns