Package: IBCF.MTME 1.6-0

IBCF.MTME: Item Based Collaborative Filtering for Multi-Trait and Multi-Environment Data

Implements the item based collaborative filtering (IBCF) method for continues phenotypes in the context of plant breeding where data are collected for various traits that were studied in various environments proposed by Montesinos-López et al. (2017) <doi:10.1534/g3.117.300309>.

Authors:Francisco Javier Luna-Vazquez [aut, cre], Osval Antonio Montesinos-Lopez [aut], Abelardo Montesinos-Lopez [aut], Jose Crossa [aut]

IBCF.MTME_1.6-0.tar.gz
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IBCF.MTME.pdf |IBCF.MTME.html✨
IBCF.MTME/json (API)
NEWS

# Install 'IBCF.MTME' in R:

install.packages('IBCF.MTME', repos = c('https://frahik.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/frahik/ibcf.mtme/issues

Datasets:

Wheat_IBCF - Wheat Data
Year_IBCF - Year_IBCF Data

On CRAN:

bayesian-methods predictive-modeling

5 exports 2 stars 0.84 score 23 dependencies 18 scripts 230 downloads

Last updated 5 years agofrom:c525c9a768. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 14 2024
R-4.5-win	OK	Sep 14 2024
R-4.5-linux	OK	Sep 14 2024
R-4.4-win	OK	Sep 14 2024
R-4.4-mac	OK	Sep 14 2024
R-4.3-win	OK	Sep 14 2024
R-4.3-mac	OK	Sep 14 2024

Exports:CV.RandomPart getMatrixForm getTidyForm IBCF IBCF.Years

Dependencies:cli cpp11 dplyr fansi generics glue lifecycle lsa magrittr pillar pkgconfig purrr R6 rlang SnowballC stringi stringr tibble tidyr tidyselect utf8 vctrs withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
barplot.IBCFY	barplot.IBCFY
Cross-Validation with Random Partitions	CV.RandomPart
Tidy data format to Matrix format	getMatrixForm
Matrix format to Tidy data format	getTidyForm
IBCF	IBCF
IBCF.MTME: Item Based Collaborative Filtering for Multi-Trait and Multi-Environment Data.	IBCF.MTME-package IBCF.MTME
IBCF.Years	IBCF.Years
Plot IBCF graph	plot.IBCF
Print IBCF information object	print.IBCF
Print IBCFY information object	print.IBCFY
Summary	summary.IBCF
Summary	summary.IBCFY
Wheat Data	Wheat_IBCF
Year_IBCF Data	Year_IBCF